Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation (Englisch)
- Neue Suche nach: Usvyatsov, Mikhail
- Neue Suche nach: Makarova, Anastasia
- Neue Suche nach: Ballester-Ripoll, Rafael
- Neue Suche nach: Rakhuba, Maxim
- Neue Suche nach: Krause, Andreas
- Neue Suche nach: Schindler, Konrad
- Neue Suche nach: Usvyatsov, Mikhail
- Neue Suche nach: Makarova, Anastasia
- Neue Suche nach: Ballester-Ripoll, Rafael
- Neue Suche nach: Rakhuba, Maxim
- Neue Suche nach: Krause, Andreas
- Neue Suche nach: Schindler, Konrad
In:
2021 IEEE/CVF International Conference on Computer Vision (ICCV)
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11406-11415
;
2021
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ISBN:
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ISSN:
- Aufsatz (Konferenz) / Elektronische Ressource
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Titel:Cherry-Picking Gradients: Learning Low-Rank Embeddings of Visual Data via Differentiable Cross-Approximation
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Beteiligte:Usvyatsov, Mikhail ( Autor:in ) / Makarova, Anastasia ( Autor:in ) / Ballester-Ripoll, Rafael ( Autor:in ) / Rakhuba, Maxim ( Autor:in ) / Krause, Andreas ( Autor:in ) / Schindler, Konrad ( Autor:in )
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Erschienen in:
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Verlag:
- Neue Suche nach: IEEE
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Erscheinungsdatum:01.10.2021
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Format / Umfang:8689776 byte
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ISBN:
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ISSN:
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DOI:
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Medientyp:Aufsatz (Konferenz)
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Format:Elektronische Ressource
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Sprache:Englisch
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Datenquelle:
Inhaltsverzeichnis Konferenzband
Die Inhaltsverzeichnisse werden automatisch erzeugt und basieren auf den im Index des TIB-Portals verfügbaren Einzelnachweisen der enthaltenen Beiträge. Die Anzeige der Inhaltsverzeichnisse kann daher unvollständig oder lückenhaft sein.
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[Title page i]| 2021
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MVTN: Multi-View Transformation Network for 3D Shape RecognitionHamdi, Abdullah / Giancola, Silvio / Ghanem, Bernard et al. | 2021
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[Title page iii]| 2021
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[Copyright notice]| 2021
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Table of Contents| 2021
- 12
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GLiT: Neural Architecture Search for Global and Local Image TransformerChen, Boyu / Li, Peixia / Li, Chuming / Li, Baopu / Bai, Lei / Lin, Chen / Sun, Ming / Yan, Junjie / Ouyang, Wanli et al. | 2021
- 22
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CvT: Introducing Convolutions to Vision TransformersWu, Haiping / Xiao, Bin / Codella, Noel / Liu, Mengchen / Dai, Xiyang / Yuan, Lu / Zhang, Lei et al. | 2021
- 32
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Going deeper with Image TransformersTouvron, Hugo / Cord, Matthieu / Sablayrolles, Alexandre / Synnaeve, Gabriel / Jegou, Herve et al. | 2021
- 43
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DTMNet: A Discrete Tchebichef Moments-based Deep Neural Network for Multi-focus Image FusionXiao, Bin / Wu, Haifeng / Bi, Xiuli et al. | 2021
- 52
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CrossNorm and SelfNorm for Generalization under Distribution ShiftsTang, Zhiqiang / Gao, Yunhe / Zhu, Yi / Zhang, Zhi / Li, Mu / Metaxas, Dimitris et al. | 2021
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NGC: A Unified Framework for Learning with Open-World Noisy DataWu, Zhi-Fan / Wei, Tong / Jiang, Jianwen / Mao, Chaojie / Tang, Mingqian / Li, Yu-Feng et al. | 2021
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Learning with Noisy Labels via Sparse RegularizationZhou, Xiong / Liu, Xianming / Wang, Chenyang / Zhai, Deming / Jiang, Junjun / Ji, Xiangyang et al. | 2021
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Asymmetric Loss For Multi-Label ClassificationRidnik, Tal / Ben-Baruch, Emanuel / Zamir, Nadav / Noy, Asaf / Friedman, Itamar / Protter, Matan / Zelnik-Manor, Lihi et al. | 2021
- 92
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Procrustean Training for Imbalanced Deep LearningYe, Han-Jia / Zhan, De-Chuan / Chao, Wei-Lun et al. | 2021
- 103
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Conditional Variational Capsule Network for Open Set RecognitionGuo, Yunrui / Camporese, Guglielmo / Yang, Wenjing / Sperduti, Alessandro / Ballan, Lamberto et al. | 2021
- 112
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ACE: Ally Complementary Experts for Solving Long-Tailed Recognition in One-ShotCai, Jiarui / Wang, Yizhou / Hwang, Jenq-Neng et al. | 2021
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FREE: Feature Refinement for Generalized Zero-Shot LearningChen, Shiming / Wang, Wenjie / Xia, Beihao / Peng, Qinmu / You, Xinge / Zheng, Feng / Shao, Ling et al. | 2021
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Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object LocalizationXie, Jinheng / Luo, Cheng / Zhu, Xiangping / Jin, Ziqi / Lu, Weizeng / Shen, Linlin et al. | 2021
- 142
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Z-Score Normalization, Hubness, and Few-Shot LearningFei, Nanyi / Gao, Yizhao / Lu, Zhiwu / Xiang, Tao et al. | 2021
- 152
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Spatio-Temporal Representation Factorization for Video-based Person Re-IdentificationAich, Abhishek / Zheng, Meng / Karanam, Srikrishna / Chen, Terrence / Roy-Chowdhury, Amit K. / Wu, Ziyan et al. | 2021
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Transformer-based Dual Relation Graph for Multi-label Image RecognitionZhao, Jiawei / Yan, Ke / Zhao, Yifan / Guo, Xiaowei / Huang, Feiyue / Li, Jia et al. | 2021
- 166
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Message from the General and Program Chairs| 2021
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Conference Organizers| 2021
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Dance with Self-Attention: A New Look of Conditional Random Fields on Anomaly Detection in VideosPurwanto, Didik / Chen, Yie-Tarng / Fang, Wen-Hsien et al. | 2021
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Residual Attention: A Simple but Effective Method for Multi-Label RecognitionZhu, Ke / Wu, Jianxin et al. | 2021
- 194
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Self-supervised Geometric Features Discovery via Interpretable Attention for Vehicle Re-Identification and BeyondLi, Ming / Huang, Xinming / Zhang, Ziming et al. | 2021
- 205
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Heterogeneous Relational Complement for Vehicle Re-identificationZhao, Jiajian / Zhao, Yifan / Li, Jia / Yan, Ke / Tian, Yonghong et al. | 2021
- 215
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Attack-Guided Perceptual Data Generation for Real-world Re-IdentificationHuang, Yukun / Fu, Xueyang / Zha, Zheng-Jun et al. | 2021
- 225
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Syncretic Modality Collaborative Learning for Visible Infrared Person Re-IdentificationWei, Ziyu / Yang, Xi / Wang, Nannan / Gao, Xinbo et al. | 2021
- 235
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Distilling Virtual Examples for Long-tailed RecognitionHe, Yin-Yin / Wu, Jianxin / Wei, Xiu-Shen et al. | 2021
- 245
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Neural Photofit: Gaze-based Mental Image ReconstructionStrohm, Florian / Sood, Ekta / Mayer, Sven / Muller, Philipp / Bace, Mihai / Bulling, Andreas et al. | 2021
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MAAS: Multi-modal Assignation for Active Speaker DetectionAlcazar, Juan Leon / Heilbron, Fabian Caba / Thabet, Ali K. / Ghanem, Bernard et al. | 2021
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Move2Hear: Active Audio-Visual Source SeparationMajumder, Sagnik / Al-Halah, Ziad / Grauman, Kristen et al. | 2021
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Image2Reverb: Cross-Modal Reverb Impulse Response SynthesisSingh, Nikhil / Mentch, Jeff / Ng, Jerry / Beveridge, Matthew / Drori, Iddo et al. | 2021
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Multi-modality Associative Bridging through Memory: Speech Sound Recollected from Face VideoKim, Minsu / Hong, Joanna / Park, Se Jin / Man Ro, Yong et al. | 2021
- 307
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BN-NAS: Neural Architecture Search with Batch NormalizationChen, Boyu / Li, Peixia / Li, Baopu / Lin, Chen / Li, Chuming / Sun, Ming / Yan, Junjie / Ouyang, Wanli et al. | 2021
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Differentiable Dynamic Wirings for Neural NetworksYuan, Kun / Li, Quanquan / Guo, Shaopeng / Chen, Dapeng / Zhou, Aojun / Yu, Fengwei / Liu, Ziwei et al. | 2021
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AutoSpace: Neural Architecture Search with Less Human InterferenceZhou, Daquan / Jin, Xiaojie / Lian, Xiaochen / Yang, Linjie / Xue, Yujing / Hou, Qibin / Feng, Jiashi et al. | 2021
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Zen-NAS: A Zero-Shot NAS for High-Performance Image RecognitionLin, Ming / Wang, Pichao / Sun, Zhenhong / Chen, Hesen / Sun, Xiuyu / Qian, Qi / Li, Hao / Jin, Rong et al. | 2021
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CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image ClassificationChen, Chun-Fu Richard / Fan, Quanfu / Panda, Rameswar et al. | 2021
- 357
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Conformer: Local Features Coupling Global Representations for Visual RecognitionPeng, Zhiliang / Huang, Wei / Gu, Shanzhi / Xie, Lingxi / Wang, Yaowei / Jiao, Jianbin / Ye, Qixiang et al. | 2021
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Scalable Vision Transformers with Hierarchical PoolingPan, Zizheng / Zhuang, Bohan / Liu, Jing / He, Haoyu / Cai, Jianfei et al. | 2021
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Vision Transformer with Progressive SamplingYue, Xiaoyu / Sun, Shuyang / Kuang, Zhanghui / Wei, Meng / Torr, Philip / Zhang, Wayne / Lin, Dahua et al. | 2021
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Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersChefer, Hila / Gur, Shir / Wolf, Lior et al. | 2021
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Learning Canonical View Representation for 3D Shape Recognition with Arbitrary ViewsWei, Xin / Gong, Yifei / Wang, Fudong / Sun, Xing / Sun, Jian et al. | 2021
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MosaicOS: A Simple and Effective Use of Object-Centric Images for Long-Tailed Object DetectionZhang, Cheng / Pan, Tai-Yu / Li, Yandong / Hu, Hexiang / Xuan, Dong / Changpinyo, Soravit / Gong, Boqing / Chao, Wei-Lun et al. | 2021
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Towers of Babel: Combining Images, Language, and 3D Geometry for Learning Multimodal VisionWu, Xiaoshi / Averbuch-Elor, Hadar / Sun, Jin / Snavely, Noah et al. | 2021
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Virtual Multi-Modality Self-Supervised Foreground Matting for Human-Object InteractionXu, Bo / Huang, Han / Lu, Cheng / Li, Ziwen / Guo, Yandong et al. | 2021
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An Asynchronous Kalman Filter for Hybrid Event CamerasWang, Ziwei / Ng, Yonhon / Scheerlinck, Cedric / Mahony, Robert et al. | 2021
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Amplitude-Phase Recombination: Rethinking Robustness of Convolutional Neural Networks in Frequency DomainChen, Guangyao / Peng, Peixi / Ma, Li / Li, Jia / Du, Lin / Tian, Yonghong et al. | 2021
- 458
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MicroNet: Improving Image Recognition with Extremely Low FLOPsLi, Yunsheng / Chen, Yinpeng / Dai, Xiyang / Chen, Dongdong / Liu, Mengchen / Yuan, Lu / Liu, Zicheng / Zhang, Lei / Vasconcelos, Nuno et al. | 2021
- 468
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Group-wise Inhibition based Feature Regularization for Robust ClassificationLiu, Haozhe / Wu, Haoqian / Xie, Weicheng / Liu, Feng / Shen, Linlin et al. | 2021
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Exploration and Estimation for Model CompressionZhang, Yanfu / Gao, Shangqian / Huang, Heng et al. | 2021
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Learning to Resize Images for Computer Vision TasksTalebi, Hossein / Milanfar, Peyman et al. | 2021
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Learning Meta-class Memory for Few-Shot Semantic SegmentationWu, Zhonghua / Shi, Xiangxi / Lin, Guosheng / Cai, Jianfei et al. | 2021
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Aggregation with Feature DetectionSun, Shuyang / Yue, Xiaoyu / Qi, Xiaojuan / Ouyang, Wanli / Prisacariu, Victor / Torr, Philip et al. | 2021
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Continual Learning on Noisy Data Streams via Self-Purified ReplayKim, Chris Dongjoo / Jeong, Jinseo / Moon, Sangwoo / Kim, Gunhee et al. | 2021
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Point Cloud Augmentation with Weighted Local TransformationsKim, Sihyeon / Lee, Sanghyeok / Hwang, Dasol / Lee, Jaewon / Hwang, Seong Jae / Kim, Hyunwoo J. et al. | 2021
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Tokens-to-Token ViT: Training Vision Transformers from Scratch on ImageNetYuan, Li / Chen, Yunpeng / Wang, Tao / Yu, Weihao / Shi, Yujun / Jiang, Zihang / Tay, Francis E. H. / Feng, Jiashi / Yan, Shuicheng et al. | 2021
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Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without ConvolutionsWang, Wenhai / Xie, Enze / Li, Xiang / Fan, Deng-Ping / Song, Kaitao / Liang, Ding / Lu, Tong / Luo, Ping / Shao, Ling et al. | 2021
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Incorporating Convolution Designs into Visual TransformersYuan, Kun / Guo, Shaopeng / Liu, Ziwei / Zhou, Aojun / Yu, Fengwei / Wu, Wei et al. | 2021
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Visformer: The Vision-friendly TransformerChen, Zhengsu / Xie, Lingxi / Niu, Jianwei / Liu, Xuefeng / Wei, Longhui / Tian, Qi et al. | 2021
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Visual Transformers: Where Do Transformers Really Belong in Vision Models?Wu, Bichen / Xu, Chenfeng / Dai, Xiaoliang / Wan, Alvin / Zhang, Peizhao / Yan, Zhicheng / Tomizuka, Masayoshi / Gonzalez, Joseph / Keutzer, Kurt / Vajda, Peter et al. | 2021
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Joint Representation Learning and Novel Category Discovery on Single- and Multi-modal DataJia, Xuhui / Han, Kai / Zhu, Yukun / Green, Bradley et al. | 2021
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Stochastic Partial Swap: Enhanced Model Generalization and Interpretability for Fine-grained RecognitionHuang, Shaoli / Wang, Xinchao / Tao, Dacheng et al. | 2021
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Self Supervision to Distillation for Long-Tailed Visual RecognitionLi, Tianhao / Wang, Limin / Wu, Gangshan et al. | 2021
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Semantic Diversity Learning for Zero-Shot Multi-label ClassificationBen-Cohen, Avi / Zamir, Nadav / Baruch, Emanuel Ben / Friedman, Itamar / Zelnik-Manor, Lihi et al. | 2021
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Shallow Bayesian Meta Learning for Real-World Few-Shot RecognitionZhang, Xueting / Meng, Debin / Gouk, Henry / Hospedales, Timothy et al. | 2021
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Adversarial Attacks are Reversible with Natural SupervisionMao, Chengzhi / Chiquier, Mia / Wang, Hao / Yang, Junfeng / Vondrick, Carl et al. | 2021
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Architecture Disentanglement for Deep Neural NetworksHu, Jie / Cao, Liujuan / Tong, Tong / Ye, Qixiang / Zhang, Shengchuan / Li, Ke / Huang, Feiyue / Shao, Ling / Ji, Rongrong et al. | 2021
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Exploiting Explanations for Model Inversion AttacksZhao, Xuejun / Zhang, Wencan / Xiao, Xiaokui / Lim, Brian et al. | 2021
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Explaining in Style: Training a GAN to explain a classifier in StyleSpaceLang, Oran / Gandelsman, Yossi / Yarom, Michal / Wald, Yoav / Elidan, Gal / Hassidim, Avinatan / Freeman, William T. / Isola, Phillip / Globerson, Amir / Irani, Michal et al. | 2021
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Ground-truth or DAER: Selective Re-query of Secondary InformationLemmer, Stephan J. / Corso, Jason J. et al. | 2021
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Parametric Contrastive LearningCui, Jiequan / Zhong, Zhisheng / Liu, Shu / Yu, Bei / Jia, Jiaya et al. | 2021
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Learning Fast Sample Re-weighting Without Reward DataZhang, Zizhao / Pfister, Tomas et al. | 2021
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Influence-Balanced Loss for Imbalanced Visual ClassificationPark, Seulki / Lim, Jongin / Jeon, Younghan / Choi, Jin Young et al. | 2021
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Multispectral illumination estimation using deep unrolling networkLi, Yuqi / Fu, Qiang / Heidrich, Wolfgang et al. | 2021
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A Hybrid Frequency-Spatial Domain Model for Sparse Image Reconstruction in Scanning Transmission Electron MicroscopyHe, Bintao / Zhang, Fa / Zhang, Huanshui / Han, Renmin et al. | 2021
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Time-Multiplexed Coded Aperture Imaging: Learned Coded Aperture and Pixel Exposures for Compressive Imaging SystemsVargas, Edwin / Martel, Julien N.P. / Wetzstein, Gordon / Arguello, Henry et al. | 2021
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Dual Bipartite Graph Learning: A General Approach for Domain Adaptive Object DetectionChen, Chaoqi / Li, Jiongcheng / Zheng, Zebiao / Huang, Yue / Ding, Xinghao / Yu, Yizhou et al. | 2021
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The Devil is in the Task: Exploiting Reciprocal Appearance-Localization Features for Monocular 3D Object DetectionZou, Zhikang / Ye, Xiaoqing / Du, Liang / Cheng, Xianhui / Tan, Xiao / Zhang, Li / Feng, Jianfeng / Xue, Xiangyang / Ding, Errui et al. | 2021
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Pyramid R-CNN: Towards Better Performance and Adaptability for 3D Object DetectionMao, Jiageng / Niu, Minzhe / Bai, Haoyue / Liang, Xiaodan / Xu, Hang / Xu, Chunjing et al. | 2021
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Learning Multi-Scene Absolute Pose Regression with TransformersShavit, Yoli / Ferens, Ron / Keller, Yosi et al. | 2021
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Improving 3D Object Detection with Channel-wise TransformerShenga, Hualian / Cai, Sijia / Liu, Yuan / Deng, Bing / Huang, Jianqiang / Hua, Xian-Sheng / Zhao, Min-Jian et al. | 2021
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HPNet: Deep Primitive Segmentation Using Hybrid RepresentationsYan, Siming / Yang, Zhenpei / Ma, Chongyang / Huang, Haibin / Vouga, Etienne / Huang, Qixing et al. | 2021
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GraphFPN: Graph Feature Pyramid Network for Object DetectionZhao, Gangming / Ge, Weifeng / Yu, Yizhou et al. | 2021
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SGPA: Structure-Guided Prior Adaptation for Category-Level 6D Object Pose EstimationChen, Kai / Dou, Qi et al. | 2021
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Instance Segmentation in 3D Scenes using Semantic Superpoint Tree NetworksLiang, Zhihao / Li, Zhihao / Xu, Songcen / Tan, Mingkui / Jia, Kui et al. | 2021
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PR-GCN: A Deep Graph Convolutional Network with Point Refinement for 6D Pose EstimationZhou, Guangyuan / Wang, Huiqun / Chen, Jiaxin / Huang, Di et al. | 2021
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Contrastive Attention Maps for Self-supervised Co-localizationKi, Minsong / Uh, Youngjung / Choe, Junsuk / Byun, Hyeran et al. | 2021
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Sparse-shot Learning with Exclusive Cross-Entropy for Extremely Many LocalisationsPanteli, Andreas / Teuwen, Jonas / Horlings, Hugo / Gavves, Efstratios et al. | 2021
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Prior to Segment: Foreground Cues for Weakly Annotated Classes in Partially Supervised Instance SegmentationBiertimpel, David / Shkodrani, Sindi / Baslamisli, Anil S. / Baka, Nora et al. | 2021
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Weakly Supervised 3D Semantic Segmentation Using Cross-Image Consensus and Inter-Voxel Affinity RelationsZhu, Xiaoyu / Chen, Jeffrey / Zeng, Xiangrui / Liang, Junwei / Li, Chengqi / Liu, Sinuo / Behpour, Sima / Xu, Min et al. | 2021
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Self-Supervised Image Prior Learning with GMM from a Single Noisy ImageLiu, Haosen / Liu, Xuan / Lu, Jiangbo / Tan, Shan et al. | 2021
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Human Detection and Segmentation via Multi-view ConsensusKatircioglu, Isinsu / Rhodin, Helge / Sporri, Jorg / Salzmann, Mathieu / Fua, Pascal et al. | 2021
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PreDet: Large-scale weakly supervised pre-training for detectionRamanathan, Vignesh / Wang, Rui / Mahajan, Dhruv et al. | 2021
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Boosting Weakly Supervised Object Detection via Learning Bounding Box AdjustersDong, Bowen / Huang, Zitong / Guo, Yuelin / Wang, Qilong / Niu, Zhenxing / Zuo, Wangmeng et al. | 2021
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TS-CAM: Token Semantic Coupled Attention Map for Weakly Supervised Object LocalizationGao, Wei / Wan, Fang / Pan, Xingjia / Peng, Zhiliang / Tian, Qi / Han, Zhenjun / Zhou, Bolei / Ye, Qixiang et al. | 2021
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Semi-supervised Active Learning for Semi-supervised Models: Exploit Adversarial Examples with Graph-based Virtual LabelsGuo, Jiannan / Shi, Haochen / Kang, Yangyang / Kuang, Kun / Tang, Siliang / Jiang, Zhuoren / Sun, Changlong / Wu, Fei / Zhuang, Yueting et al. | 2021
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An End-to-End Transformer Model for 3D Object DetectionMisra, Ishan / Girdhar, Rohit / Joulin, Armand et al. | 2021
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RangeDet: In Defense of Range View for LiDAR-based 3D Object DetectionFan, Lue / Xiong, Xuan / Wang, Feng / Wang, Naiyan / Zhang, Zhaoxiang et al. | 2021
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3DVG-Transformer: Relation Modeling for Visual Grounding on Point CloudsZhao, Lichen / Cai, Daigang / Sheng, Lu / Xu, Dong et al. | 2021
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Gated3D: Monocular 3D Object Detection From Temporal Illumination CuesJulca-Aguilar, Frank / Taylor, Jason / Bijelic, Mario / Mannan, Fahim / Tseng, Ethan / Heide, Felix et al. | 2021
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Group-Free 3D Object Detection via TransformersLiu, Ze / Zhang, Zheng / Cao, Yue / Hu, Han / Tong, Xin et al. | 2021
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Body-Face Joint Detection via Embedding and Head HookWan, Junfeng / Deng, Jiangfan / Qiu, Xiaosong / Zhou, Feng et al. | 2021
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ELSD: Efficient Line Segment Detector and DescriptorZhang, Haotian / Luo, Yicheng / Qin, Fangbo / He, Yijia / Liu, Xiao et al. | 2021
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WB-DETR: Transformer-Based Detector without BackboneLiu, Fanfan / Wei, Haoran / Zhao, Wenzhe / Li, Guozhen / Peng, Jingquan / Li, Zihao et al. | 2021
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Dynamic DETR: End-to-End Object Detection with Dynamic AttentionDai, Xiyang / Chen, Yinpeng / Yang, Jianwei / Zhang, Pengchuan / Yuan, Lu / Zhang, Lei et al. | 2021
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Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image EncodingZhang, Pengchuan / Dai, Xiyang / Yang, Jianwei / Xiao, Bin / Yuan, Lu / Zhang, Lei / Gao, Jianfeng et al. | 2021
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Rank & Sort Loss for Object Detection and Instance SegmentationOksuz, Kemal / Cam, Baris Can / Akbas, Emre / Kalkan, Sinan et al. | 2021
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Switchable K-class Hyperplanes for Noise-Robust Representation LearningLiu, Boxiao / Song, Guanglu / Zhang, Manyuan / You, Haihang / Liu, Yu et al. | 2021
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DecentLaM: Decentralized Momentum SGD for Large-batch Deep TrainingYuan, Kun / Chen, Yiming / Huang, Xinmeng / Zhang, Yingya / Pan, Pan / Xu, Yinghui / Yin, Wotao et al. | 2021
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Large-scale Robust Deep AUC Maximization: A New Surrogate Loss and Empirical Studies on Medical Image ClassificationYuan, Zhuoning / Yan, Yan / Sonka, Milan / Yang, Tianbao et al. | 2021
- 3030
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Robust Small-scale Pedestrian Detection with Cued Recall via Memory LearningKim, Jung Uk / Park, Sungjune / Ro, Yong Man et al. | 2021
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End-to-End Semi-Supervised Object Detection with Soft TeacherXu, Mengde / Zhang, Zheng / Hu, Han / Wang, Jianfeng / Wang, Lijuan / Wei, Fangyun / Bai, Xiang / Liu, Zicheng et al. | 2021
- 3050
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CaT: Weakly Supervised Object Detection with Category TransferCao, Tianyue / Du, Lianyu / Zhang, Xiaoyun / Chen, Siheng / Zhang, Ya / Wang, Yan-Feng et al. | 2021
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ADNet: Leveraging Error-Bias Towards Normal Direction in Face AlignmentHuang, Yangyu / Yang, Hao / Li, Chong / Kim, Jongyoo / Wei, Fangyun et al. | 2021
- 3071
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Causal Attention for Unbiased Visual RecognitionWang, Tan / Zhou, Chang / Sun, Qianru / Zhang, Hanwang et al. | 2021
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MLVSNet: Multi-level Voting Siamese Network for 3D Visual TrackingWang, Zhoutao / Xie, Qian / Lai, Yu-Kun / Wu, Jing / Long, Kun / Wang, Jun et al. | 2021
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Geometry Uncertainty Projection Network for Monocular 3D Object DetectionLu, Yan / Ma, Xinzhu / Yang, Lei / Zhang, Tianzhu / Liu, Yating / Chu, Qi / Yan, Junjie / Ouyang, Wanli et al. | 2021
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Multi-Instance Pose Networks: Rethinking Top-Down Pose EstimationKhirodkar, Rawal / Chari, Visesh / Agrawal, Amit / Tyagi, Ambrish et al. | 2021
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OMNet: Learning Overlapping Mask for Partial-to-Partial Point Cloud RegistrationXu, Hao / Liu, Shuaicheng / Wang, Guangfu / Liu, Guanghui / Zeng, Bing et al. | 2021
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Is Pseudo-Lidar needed for Monocular 3D Object detection?Park, Dennis / Ambrus, Rares / Guizilini, Vitor / Li, Jie / Gaidon, Adrien et al. | 2021
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LIGA-Stereo: Learning LiDAR Geometry Aware Representations for Stereo-based 3D DetectorGuo, Xiaoyang / Shi, Shaoshuai / Wang, Xiaogang / Li, Hongsheng et al. | 2021
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Voxel Transformer for 3D Object DetectionMao, Jiageng / Xue, Yujing / Niu, Minzhe / Bai, Haoyue / Feng, Jiashi / Liang, Xiaodan / Xu, Hang / Xu, Chunjing et al. | 2021
- 3154
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Detecting Invisible PeopleKhurana, Tarasha / Dave, Achal / Ramanan, Deva et al. | 2021
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CrossDet: Crossline Representation for Object DetectionQiu, Heqian / Li, Hongliang / Wu, Qingbo / Cui, Jianhua / Song, Zichen / Wang, Lanxiao / Zhang, Minjian et al. | 2021
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Towards A Universal Model for Cross-Dataset Crowd CountingMa, Zhiheng / Hong, Xiaopeng / Wei, Xing / Qiu, Yunfeng / Gong, Yihong et al. | 2021
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Exploiting sample correlation for crowd counting with multi-expert networkLiu, Xinyan / Li, Guorong / Han, Zhenjun / Zhang, Weigang / Yang, Yifan / Huang, Qingming / Sebe, Nicu et al. | 2021
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Are we Missing Confidence in Pseudo-LiDAR Methods for Monocular 3D Object Detection?Simonelli, Andrea / Bulo, Samuel Rota / Porzi, Lorenzo / Kontschieder, Peter / Ricci, Elisa et al. | 2021
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Uniformity in Heterogeneity: Diving Deep into Count Interval Partition for Crowd CountingWang, Changan / Song, Qingyu / Zhang, Boshen / Wang, Yabiao / Tai, Ying / Hu, Xuyi / Wang, Chengjie / Li, Jilin / Ma, Jiayi / Wu, Yang et al. | 2021
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Efficient Large Scale Inlier Voting for Geometric Vision ProblemsAiger, Dror / Lynen, Simon / Hosang, Jan / Zeisl, Bernhard et al. | 2021
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Continual Learning for Image-Based Camera LocalizationWang, Shuzhe / Laskar, Zakaria / Melekhov, Iaroslav / Li, Xiaotian / Kannala, Juho et al. | 2021
- 3243
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Query Adaptive Few-Shot Object Detection with Heterogeneous Graph Convolutional NetworksHan, Guangxing / He, Yicheng / Huang, Shiyuan / Ma, Jiawei / Chang, Shih-Fu et al. | 2021
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Multi-Source Domain Adaptation for Object DetectionYao, Xingxu / Zhao, Sicheng / Xu, Pengfei / Yang, Jufeng et al. | 2021
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RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object DetectionRao, Yongming / Liu, Benlin / Wei, Yi / Lu, Jiwen / Hsieh, Cho-Jui / Zhou, Jie et al. | 2021
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You Don’t Only Look Once: Constructing Spatial-Temporal Memory for Integrated 3D Object Detection and TrackingSun, Jiaming / Xie, Yiming / Zhang, Siyu / Chen, Linghao / Zhang, Guofeng / Bao, Hujun / Zhou, Xiaowei et al. | 2021
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Exploring Geometry-aware Contrast and Clustering Harmonization for Self-supervised 3D Object DetectionLiang, Hanxue / Jiang, Chenhan / Feng, Dapeng / Chen, Xin / Xu, Hang / Liang, Xiaodan / Zhang, Wei / Li, Zhenguo / Van Gool, Luc et al. | 2021
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RePOSE: Fast 6D Object Pose Refinement via Deep Texture RenderingIwase, Shun / Liu, Xingyu / Khirodkar, Rawal / Yokota, Rio / Kitani, Kris M. et al. | 2021
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PICCOLO: Point Cloud-Centric Omnidirectional LocalizationKim, Junho / Choi, Changwoon / Jang, Hojun / Kim, Young Min et al. | 2021
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GarmentNets: Category-Level Pose Estimation for Garments via Canonical Space Shape CompletionChi, Cheng / Song, Shuran et al. | 2021
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Personalized and Invertible Face De-identification by Disentangled Identity Information ManipulationCao, Jingyi / Liu, Bo / Wen, Yunqian / Xie, Rong / Song, Li et al. | 2021
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Long-Term Temporally Consistent Unpaired Video Translation from Simulated Surgical 3D DataRivoir, Dominik / Pfeiffer, Micha / Docea, Reuben / Kolbinger, Fiona / Riediger, Carina / Weitz, Jurgen / Speidel, Stefanie et al. | 2021
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Multi-scale Matching Networks for Semantic CorrespondenceZhao, Dongyang / Song, Ziyang / Ji, Zhenghao / Zhao, Gangming / Ge, Weifeng / Yu, Yizhou et al. | 2021
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Rethinking Counting and Localization in Crowds: A Purely Point-Based FrameworkSong, Qingyu / Wang, Changan / Jiang, Zhengkai / Wang, Yabiao / Tai, Ying / Wang, Chengjie / Li, Jilin / Huang, Feiyue / Wu, Yang et al. | 2021
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Learning to Better Segment Objects from Unseen Classes with Unlabeled VideosDu, Yuming / Xiao, Yang / Lepetit, Vincent et al. | 2021
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Foreground Activation Maps for Weakly Supervised Object LocalizationMeng, Meng / Zhang, Tianzhu / Tian, Qi / Zhang, Yongdong / Wu, Feng et al. | 2021
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ICON: Learning Regular Maps Through Inverse ConsistencyGreer, Hastings / Kwitt, Roland / Vialard, Francois-Xavier / Niethammer, Marc et al. | 2021
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DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box SupervisionLan, Shiyi / Yu, Zhiding / Choy, Christopher / Radhakrishnan, Subhashree / Liu, Guilin / Zhu, Yuke / Davis, Larry S. / Anandkumar, Anima et al. | 2021
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Exploring Classification Equilibrium in Long-Tailed Object DetectionFeng, Chengjian / Zhong, Yujie / Huang, Weilin et al. | 2021
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Normalization Matters in Weakly Supervised Object LocalizationKim, Jeesoo / Choe, Junsuk / Yun, Sangdoo / Kwak, Nojun et al. | 2021
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Training Multi-Object Detector by Estimating Bounding Box Distribution for Input ImageYoo, Jaeyoung / Lee, Hojun / Chung, Inseop / Seo, Geonseok / Kwak, Nojun et al. | 2021
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Semi-Supervised Active Learning with Temporal Output DiscrepancyHuang, Siyu / Wang, Tianyang / Xiong, Haoyi / Huan, Jun / Dou, Dejing et al. | 2021
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FASA: Feature Augmentation and Sampling Adaptation for Long-Tailed Instance SegmentationZang, Yuhang / Huang, Chen / Change Loy, Chen et al. | 2021
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Learning Hierarchical Graph Neural Networks for Image ClusteringXing, Yifan / He, Tong / Xiao, Tianjun / Wang, Yongxin / Xiong, Yuanjun / Xia, Wei / Wipf, David / Zhang, Zheng / Soatto, Stefano et al. | 2021
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Big Self-Supervised Models Advance Medical Image ClassificationAzizi, Shekoofeh / Mustafa, Basil / Ryan, Fiona / Beaver, Zachary / Freyberg, Jan / Deaton, Jonathan / Loh, Aaron / Karthikesalingam, Alan / Kornblith, Simon / Chen, Ting et al. | 2021
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Collaborative and Adversarial Learning of Focused and Dispersive Representations for Semi-supervised Polyp SegmentationWu, Huisi / Chen, Guilian / Wen, Zhenkun / Qin, Jing et al. | 2021
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Preservational Learning Improves Self-supervised Medical Image Models by Reconstructing Diverse ContextsZhou, Hong-Yu / Lu, Chixiang / Yang, Sibei / Han, Xiaoguang / Yu, Yizhou et al. | 2021
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TOOD: Task-aligned One-stage Object DetectionFeng, Chengjian / Zhong, Yujie / Gao, Yu / Scott, Matthew R. / Huang, Weilin et al. | 2021
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Oriented R-CNN for Object DetectionXie, Xingxing / Cheng, Gong / Wang, Jiabao / Yao, Xiwen / Han, Junwei et al. | 2021
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Towards Rotation Invariance in Object DetectionKalra, Agastya / Stoppi, Guy / Brown, Bradley / Agarwal, Rishav / Kadambi, Achuta et al. | 2021
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FMODetect: Robust Detection of Fast Moving ObjectsRozumnyi, Denys / Matas, Jiri / Sroubek, Filip / Pollefeys, Marc / Oswald, Martin R. et al. | 2021
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Visual Relationship Detection Using Part-and-Sum Transformers with Composite QueriesDong, Qi / Tu, Zhuowen / Liao, Haofu / Zhang, Yuting / Mahadevan, Vijay / Soatto, Stefano et al. | 2021
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DualPoseNet: Category-level 6D Object Pose and Size Estimation Using Dual Pose Network with Refined Learning of Pose ConsistencyLin, Jiehong / Wei, Zewei / Li, Zhihao / Xu, Songcen / Jia, Kui / Li, Yuanqing et al. | 2021
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SimROD: A Simple Adaptation Method for Robust Object DetectionRamamonjison, Rindra / Banitalebi-Dehkordi, Amin / Kang, Xinyu / Bai, Xiaolong / Zhang, Yong et al. | 2021
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Disentangled High Quality Salient Object DetectionBo Li, Lv Tang / Zhong, Yijie / Ding, Shouhong / Song, Mofei et al. | 2021
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G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-guided Feature ImitationYao, Lewei / Pi, Renjie / Xu, Hang / Zhang, Wei / Li, Zhenguo / Zhang, Tong et al. | 2021
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TransFER: Learning Relation-aware Facial Expression Representations with TransformersXue, Fanglei / Wang, Qiangchang / Guo, Guodong et al. | 2021
- 3591
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Rethinking Transformer-based Set Prediction for Object DetectionSun, Zhiqing / Cao, Shengcao / Yang, Yiming / Kitani, Kris et al. | 2021
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Fast Convergence of DETR with Spatially Modulated Co-AttentionGao, Peng / Zheng, Minghang / Wang, Xiaogang / Dai, Jifeng / Li, Hongsheng et al. | 2021
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Reconcile Prediction Consistency for Balanced Object DetectionWang, Keyang / Zhang, Lei et al. | 2021
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Mutual Supervision for Dense Object DetectionGao, Ziteng / Wang, Limin / Wu, Gangshan et al. | 2021
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Conditional DETR for Fast Training ConvergenceMeng, Depu / Chen, Xiaokang / Fan, Zejia / Zeng, Gang / Li, Houqiang / Yuan, Yuhui / Sun, Lei / Wang, Jingdong et al. | 2021
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Meta Pairwise Relationship Distillation for Unsupervised Person Re-identificationJi, Haoxuanye / Wang, Le / Zhou, Sanping / Tang, Wei / Zheng, Nanning / Hua, Gang et al. | 2021
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Teacher-Student Adversarial Depth Hallucination to Improve Face RecognitionUppal, Hardik / Sepas-Moghaddam, Alireza / Greenspan, Michael / Etemad, Ali et al. | 2021
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Fake it till you make it: face analysis in the wild using synthetic data aloneWood, Erroll / Baltrusaitis, Tadas / Hewitt, Charlie / Dziadzio, Sebastian / Cashman, Thomas J. / Shotton, Jamie et al. | 2021
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Disentangled Representation for Age-Invariant Face Recognition: A Mutual Information Minimization PerspectiveHou, Xuege / Li, Yali / Wang, Shengjin et al. | 2021
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Cross-Encoder for Unsupervised Gaze Representation LearningSun, Yunjia / Zeng, Jiabei / Shan, Shiguang / Chen, Xilin et al. | 2021
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VENet: Voting Enhancement Network for 3D Object DetectionXie, Qian / Lai, Yu-Kun / Wu, Jing / Wang, Zhoutao / Lu, Dening / Wei, Mingqiang / Wang, Jun et al. | 2021
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Free-form Description Guided 3D Visual Graph Network for Object Grounding in Point CloudFeng, Mingtao / Li, Zhen / Li, Qi / Zhang, Liang / Zhang, XiangDong / Zhu, Guangming / Zhang, Hui / Wang, Yaonan / Mian, Ajmal et al. | 2021
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Real-time Vanishing Point Detector Integrating Under-parameterized RANSAC and Hough TransformWu, Jianping / Zhang, Liang / Liu, Ye / Chen, Ke et al. | 2021
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Looking here or there? Gaze Following in 360-Degree ImagesLi, Yunhao / Shen, Wei / Gao, Zhongpai / Zhu, Yucheng / Zhai, Guangtao / Guo, Guodong et al. | 2021
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Towards Efficient Graph Convolutional Networks for Point Cloud HandlingLi, Yawei / Chen, He / Cui, Zhaopeng / Timofte, Radu / Pollefeys, Marc / Chirikjian, Gregory / Van Gool, Luc et al. | 2021
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Multi-Echo LiDAR for 3D Object DetectionMan, Yunze / Weng, Xinshuo / Sivakumar, Prasanna Kumar / O'Toole, Matthew / Kitani, Kris et al. | 2021
- 3753
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CondLaneNet: a Top-to-down Lane Detection Framework Based on Conditional ConvolutionLiu, Lizhe / Chen, Xiaohao / Zhu, Siyu / Tan, Ping et al. | 2021
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CrackFormer: Transformer Network for Fine-Grained Crack DetectionLiu, Huajun / Miao, Xiangyu / Mertz, Christoph / Xu, Chengzhong / Kong, Hui et al. | 2021
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DWKS : A Local Descriptor of Deformations Between Meshes and Point CloudsMagnet, Robin / Ovsjanikov, Maks et al. | 2021
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Physics-Enhanced Machine Learning for Virtual Fluorescence MicroscopyCooke, Colin L. / Kong, Fanjie / Chaware, Amey / Zhou, Kevin C. / Kim, Kanghyun / Xu, Rong / Ando, D. Michael / Yang, Samuel J. / Chandra Konda, Pavan / Horstmeyer, Roarke et al. | 2021
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DAM: Discrepancy Alignment Metric for Face RecognitionLiu, Jiaheng / Wu, Yudong / Wu, Yichao / Li, Chuming / Hu, Xiaolin / Liang, Ding / Wang, Mengyu et al. | 2021
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Topologically Consistent Multi-View Face Inference Using Volumetric SamplingLi, Tianye / Liu, Shichen / Bolkart, Timo / Liu, Jiayi / Li, Hao / Zhao, Yajie et al. | 2021
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Generalizing Gaze Estimation with Outlier-guided Collaborative AdaptationLiu, Yunfei / Liu, Ruicong / Wang, Haofei / Lu, Feng et al. | 2021
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Learn to Cluster Faces via Pairwise ClassificationLiu, Junfu / Qiu, Di / Yan, Pengfei / Wei, Xiaolin et al. | 2021
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End-to-end robust joint unsupervised image alignment and clusteringZeng, Xiangrui / Howe, Gregory / Xu, Min et al. | 2021
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FACIAL: Synthesizing Dynamic Talking Face with Implicit Attribute LearningZhang, Chenxu / Zhao, Yifan / Huang, Yifei / Zeng, Ming / Ni, Saifeng / Budagavi, Madhukar / Guo, Xiaohu et al. | 2021
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Disentangled Lifespan Face SynthesisHe, Sen / Liao, Wentong / Yang, Michael Ying / Song, Yi-Zhe / Rosenhahn, Bodo / Xiang, Tao et al. | 2021
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Retrieve in Style: Unsupervised Facial Feature Transfer and RetrievalChong, Min Jin / Chu, Wen-Sheng / Kumar, Abhishek / Forsyth, David et al. | 2021
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Towards Face Encryption by Generating Adversarial Identity MasksYang, Xiao / Dong, Yinpeng / Pang, Tianyu / Su, Hang / Zhu, Jun / Chen, Yuefeng / Xue, Hui et al. | 2021
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Re-Aging GAN: Toward Personalized Face Age TransformationMakhmudkhujaev, Farkhod / Hong, Sungeun / Kyu Park, In et al. | 2021
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Recurrent Mask Refinement for Few-Shot Medical Image SegmentationTang, Hao / Liu, Xingwei / Sun, Shanlin / Yan, Xiangyi / Xie, Xiaohui et al. | 2021
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Generative Adversarial Registration for Improved Conditional Deformable TemplatesDey, Neel / Ren, Mengwei / Dalca, Adrian V. / Gerig, Guido et al. | 2021
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GLoRIA: A Multimodal Global-Local Representation Learning Framework for Label-efficient Medical Image RecognitionHuang, Shih-Cheng / Shen, Liyue / Lungren, Matthew P. / Yeung, Serena et al. | 2021
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Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural NetworksNaghizadeh, Alireza / Xu, Hongye / Mohamed, Mohab / Metaxas, Dimitris N. / Liu, Dongfang et al. | 2021
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T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical ImagingYang, Dong / Myronenko, Andriy / Wang, Xiaosong / Xu, Ziyue / Roth, Holger R. / Xu, Daguang et al. | 2021
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RFNet: Region-aware Fusion Network for Incomplete Multi-modal Brain Tumor SegmentationDing, Yuhang / Yu, Xin / Yang, Yi et al. | 2021
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Visual-Textual Attentive Semantic Consistency for Medical Report GenerationZhou, Yi / Huang, Lei / Zhou, Tao / Fu, Huazhu / Shao, Ling et al. | 2021
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The Way to my Heart is through Contrastive Learning: Remote Photoplethysmography from Unlabelled VideoGideon, John / Stent, Simon et al. | 2021
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Multi-Class Cell Detection Using Spatial Context RepresentationAbousamra, Shahira / Belinsky, David / Van Arnam, John / Allard, Felicia / Yee, Eric / Gupta, Rajarsi / Kurc, Tahsin / Samaras, Dimitris / Saltz, Joel / Chen, Chao et al. | 2021
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Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide ImagesChen, Richard J. / Lu, Ming Y. / Weng, Wei-Hung / Chen, Tiffany Y. / Williamson, Drew FK. / Manz, Trevor / Shady, Maha / Mahmood, Faisal et al. | 2021
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CDNet: Centripetal Direction Network for Nuclear Instance SegmentationHe, Hongliang / Huang, Zhongyi / Ding, Yao / Song, Guoli / Wang, Lin / Ren, Qian / Wei, Pengxu / Gao, Zhiqiang / Chen, Jie et al. | 2021
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Mutual-Complementing Framework for Nuclei Detection and Segmentation in Pathology ImageFeng, Zunlei / Wang, Zhonghua / Wang, Xinchao / Mao, Yining / Li, Thomas / Lei, Jie / Wang, Yuexuan / Song, Mingli et al. | 2021
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Deep survival analysis with longitudinal X-rays for COVID-19Shu, Michelle / Bowen, Richard Strong / Herrmann, Charles / Qi, Gengmo / Santacatterina, Michele / Zabih, Ramin et al. | 2021
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Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration from Single Noisy Volume with Sparsity ConstraintYang, Zhidong / Zhang, Fa / Han, Renmin et al. | 2021
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CryoDRGN2: Ab initio neural reconstruction of 3D protein structures from real cryo-EM imagesZhong, Ellen D. / Lerer, Adam / Davis, Joseph H. / Berger, Bonnie et al. | 2021
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Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image RescalingLiang, Jingyun / Lugmayr, Andreas / Zhang, Kai / Danelljan, Martin / Gool, Luc Van / Timofte, Radu et al. | 2021
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Learning Dual Priors for JPEG Compression Artifacts RemovalFu, Xueyang / Wang, Xi / Liu, Aiping / Han, Junwei / Zha, Zheng-Jun et al. | 2021
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Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-ResolutionLiang, Jingyun / Sun, Guolei / Zhang, Kai / Gool, Luc Van / Timofte, Radu et al. | 2021
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STAR: A Structure-aware Lightweight Transformer for Real-time Image EnhancementZhang, Zhaoyang / Jiang, Yitong / Jiang, Jun / Wang, Xiaogang / Luo, Ping / Gu, Jinwei et al. | 2021
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Perceptual Variousness Motion Deblurring with Light Global Context RefinementLi, Jichun / Tan, Weimin / Yan, Bo et al. | 2021
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StarEnhancer: Learning Real-Time and Style-Aware Image EnhancementSong, Yuda / Qian, Hui / Du, Xin et al. | 2021
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MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object DetectionPiao, Yongri / Wang, Jian / Zhang, Miao / Lu, Huchuan et al. | 2021
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Uncertainty-Guided Transformer Reasoning for Camouflaged Object DetectionYang, Fan / Zhai, Qiang / Li, Xin / Huang, Rui / Luo, Ao / Cheng, Hong / Fan, Deng-Ping et al. | 2021
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Scene Context-Aware Salient Object DetectionSiris, Avishek / Jiao, Jianbo / Tam, Gary K.L. / Xie, Xianghua / Lau, Rynson W.H. et al. | 2021
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Summarize and Search: Learning Consensus-aware Dynamic Convolution for Co-Saliency DetectionZhang, Ni / Han, Junwei / Liu, Nian / Shao, Ling et al. | 2021
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Light Source Guided Single-Image Flare Removal from Unpaired DataQiao, Xiaotian / Hancke, Gerhard P. / Lau, Rynson W. H. et al. | 2021
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PlaneTR: Structure-Guided Transformers for 3D Plane RecoveryTan, Bin / Xue, Nan / Bai, Song / Wu, Tianfu / Xia, Gui-Song et al. | 2021
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ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel LossChen, Wei-Ting / Fang, Hao-Yu / Hsieh, Cheng-Lin / Tsai, Cheng-Che / Chen, I-Hsiang / Ding, Jian-Jiun / Kuo, Sy-Yen et al. | 2021
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Exploring Visual Engagement Signals for Representation LearningJia, Menglin / Wu, Zuxuan / Reiter, Austin / Cardie, Claire / Belongie, Serge / Lim, Ser-Nam et al. | 2021
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TransView: Inside, Outside, and Across the Cropping View BoundariesPan, Zhiyu / Cao, Zhiguo / Wang, Kewei / Lu, Hao / Zhong, Weicai et al. | 2021
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Inverting a Rolling Shutter Camera: Bring Rolling Shutter Images to High Framerate Global Shutter VideoFan, Bin / Dai, Yuchao et al. | 2021
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Structure-Preserving Deraining with Residue Channel Prior GuidanceYi, Qiaosi / Li, Juncheng / Dai, Qinyan / Fang, Faming / Zhang, Guixu / Zeng, Tieyong et al. | 2021
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ReconfigISP: Reconfigurable Camera Image Processing PipelineYu, Ke / Li, Zexian / Peng, Yue / Loy, Chen Change / Gu, Jinwei et al. | 2021
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Event-Intensity Stereo: Estimating Depth by the Best of Both WorldsMostafavi I, S. Mohammad / Yoon, Kuk-Jin / Choi, Jonghyun et al. | 2021
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End-to-end Piece-wise Unwarping of Document ImagesDas, Sagnik / Singh, Kunwar Yashraj / Wu, Jon / Bas, Erhan / Mahadevan, Vijay / Bhotika, Rahul / Samaras, Dimitris et al. | 2021
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Context Reasoning Attention Network for Image Super-ResolutionZhang, Yulun / Wei, Donglai / Qin, Can / Wang, Huan / Pfister, Hanspeter / Fu, Yun et al. | 2021
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Dynamic High-Pass Filtering and Multi-Spectral Attention for Image Super-ResolutionMagid, Salma Abdel / Zhang, Yulun / Wei, Donglai / Jang, Won-Dong / Lin, Zudi / Fu, Yun / Pfister, Hanspeter et al. | 2021
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Pyramid Architecture Search for Real-Time Image DeblurringHu, Xiaobin / Ren, Wenqi / Yu, Kaicheng / Zhang, Kaihao / Cao, Xiaochun / Liu, Wei / Menze, Bjoern et al. | 2021
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Learning Frequency-aware Dynamic Network for Efficient Super-ResolutionXie, Wenbin / Song, Dehua / Xu, Chang / Xu, Chunjing / Zhang, Hui / Wang, Yunhe et al. | 2021
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Unsupervised Real-World Super-Resolution: A Domain Adaptation PerspectiveWang, Wei / Zhang, Haochen / Yuan, Zehuan / Wang, Changhu et al. | 2021
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Dynamic Attentive Graph Learning for Image RestorationMou, Chong / Zhang, Jian / Wu, Zhuoyuan et al. | 2021
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RGB-D Saliency Detection via Cascaded Mutual Information MinimizationZhang, Jing / Fan, Deng-Ping / Dai, Yuchao / Yu, Xin / Zhong, Yiran / Barnes, Nick / Shao, Ling et al. | 2021
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Learning RAW-to-sRGB Mappings with Inaccurately Aligned SupervisionZhang, Zhilu / Wang, Haolin / Liu, Ming / Wang, Ruohao / Zhang, Jiawei / Zuo, Wangmeng et al. | 2021
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Deep Structured Instance Graph for Distilling Object DetectorsChen, Yixin / Chen, Pengguang / Liu, Shu / Wang, Liwei / Jia, Jiaya et al. | 2021
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Learning Unsupervised Metaformer for Anomaly DetectionWu, Jhih-Ciang / Chen, Ding-Jie / Fuh, Chiou-Shann / Liu, Tyng-Luh et al. | 2021
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Equivariant Imaging: Learning Beyond the Range SpaceChen, Dongdong / Tachella, Julian / Davies, Mike E. et al. | 2021
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Multi-Level Curriculum for Training A Distortion-Aware Barrel Distortion Rectification ModelLiao, Kang / Lin, Chunyu / Liao, Lixin / Zhao, Yao / Lin, Weiyao et al. | 2021
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Zero-Shot Day-Night Domain Adaptation with a Physics PriorLengyel, Attila / Garg, Sourav / Milford, Michael / van Gemert, Jan C. et al. | 2021
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MixMix: All You Need for Data-Free Compression Are Feature and Data MixingLi, Yuhang / Zhu, Feng / Gong, Ruihao / Shen, Mingzhu / Dong, Xin / Yu, Fengwei / Lu, Shaoqing / Gu, Shi et al. | 2021
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Federated Learning for Non-IID Data via Unified Feature Learning and Optimization Objective AlignmentZhang, Lin / Luo, Yong / Bai, Yan / Du, Bo / Duan, Ling-Yu et al. | 2021
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Omniscient Video Super-ResolutionYi, Peng / Wang, Zhongyuan / Jiang, Kui / Jiang, Junjun / Lu, Tao / Tian, Xin / Ma, Jiayi et al. | 2021
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Adaptive Unfolding Total Variation Network for Low-Light Image EnhancementZheng, Chuanjun / Shi, Daming / Shi, Wentian et al. | 2021
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Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral LearningZheng, Zhuoran / Ren, Wenqi / Cao, Xiaochun / Wang, Tao / Jia, Xiuyi et al. | 2021
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Representative Color Transform for Image EnhancementKim, Hanul / Choi, Su-Min / Kim, Chang-Su / Koh, Yeong Jun et al. | 2021
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Super-Resolving Cross-Domain Face Miniatures by Peeking at One-Shot ExemplarLi, Peike / Yu, Xin / Yang, Yi et al. | 2021
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Event Stream Super-Resolution via Spatiotemporal Constraint LearningLi, Siqi / Feng, Yutong / Li, Yipeng / Jiang, Yu / Zou, Changqing / Gao, Yue et al. | 2021
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Self-Conditioned Probabilistic Learning of Video RescalingTian, Yuan / Lu, Guo / Min, Xiongkuo / Che, Zhaohui / Zhai, Guangtao / Guo, Guodong / Gao, Zhiyong et al. | 2021
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A New Journey from SDRTV to HDRTVChen, Xiangyu / Zhang, Zhengwen / Ren, Jimmy S. / Tian, Lynhoo / Qiao, Yu / Dong, Chao et al. | 2021
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ResRep: Lossless CNN Pruning via Decoupling Remembering and ForgettingDing, Xiaohan / Hao, Tianxiang / Tan, Jianchao / Liu, Ji / Han, Jungong / Guo, Yuchen / Ding, Guiguang et al. | 2021
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Efficient Video Compression via Content-Adaptive Super-ResolutionKhani, Mehrdad / Sivaraman, Vibhaalakshmi / Alizadeh, Mohammad et al. | 2021
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Bringing Events into Video Deblurring with Non-consecutively Blurry FramesShang, Wei / Ren, Dongwei / Zou, Dongqing / Ren, Jimmy S. / Luo, Ping / Zuo, Wangmeng et al. | 2021
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SUNet: Symmetric Undistortion Network for Rolling Shutter CorrectionFan, Bin / Dai, Yuchao / He, Mingyi et al. | 2021
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Robust Automatic Monocular Vehicle Speed Estimation for Traffic SurveillanceRevaud, Jerome / Humenberger, Martin et al. | 2021
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Augmenting Depth Estimation with Geospatial ContextWorkman, Scott / Blanton, Hunter et al. | 2021
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Real-Time Video Inference on Edge Devices via Adaptive Model StreamingKhani, Mehrdad / Hamadanian, Pouya / Nasr-Esfahany, Arash / Alizadeh, Mohammad et al. | 2021
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Score-Based Point Cloud DenoisingLuo, Shitong / Hu, Wei et al. | 2021
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Rethinking Noise Synthesis and Modeling in Raw DenoisingZhang, Yi / Qin, Hongwei / Wang, Xiaogang / Li, Hongsheng et al. | 2021
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Extensions of Karger’s Algorithm: Why They Fail in Theory and How They Are Useful in PracticeJenner, Erik / Sanmartin, Enrique Fita / Hamprecht, Fred A. et al. | 2021
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Low-Rank Tensor Completion by Approximating the Tensor Average RankWang, Zhanliang / Dong, Junyu / Liu, Xinguo / Zeng, Xueying et al. | 2021
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RDI-Net: Relational Dynamic Inference NetworksWang, Huanyu / Li, Songyuan / Su, Shihao / Qin, Zequn / Li, Xi et al. | 2021
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Overfitting the Data: Compact Neural Video Delivery via Content-aware Feature ModulationLiu, Jiaming / Lu, Ming / Chen, Kaixin / Li, Xiaoqi / Wang, Shizun / Wang, Zhaoqing / Wu, Enhua / Chen, Yurong / Zhang, Chuang / Wu, Ming et al. | 2021
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Rethinking Coarse-to-Fine Approach in Single Image DeblurringCho, Sung-Jin / Ji, Seo-Won / Hong, Jun-Pyo / Jung, Seung-Won / Ko, Sung-Jea et al. | 2021
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Cross-Patch Graph Convolutional Network for Image DenoisingLi, Yao / Fu, Xueyang / Zha, Zheng-Jun et al. | 2021
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PnP-DETR: Towards Efficient Visual Analysis with TransformersWang, Tao / Yuan, Li / Chen, Yunpeng / Feng, Jiashi / Yan, Shuicheng et al. | 2021
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DCT-SNN: Using DCT to Distribute Spatial Information over Time for Low-Latency Spiking Neural NetworksGarg, Isha / Chowdhury, Sayeed Shafayet / Roy, Kaushik et al. | 2021
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Specificity-preserving RGB-D Saliency DetectionZhou, Tao / Fu, Huazhu / Chen, Geng / Zhou, Yi / Fan, Deng-Ping / Shao, Ling et al. | 2021
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High-Fidelity Pluralistic Image Completion with TransformersWan, Ziyu / Zhang, Jingbo / Chen, Dongdong / Liao, Jing et al. | 2021
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Mitigating Intensity Bias in Shadow Detection via Feature Decomposition and ReweightingZhu, Lei / Xu, Ke / Ke, Zhanghan / Lau, Rynson W.H. et al. | 2021
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Light Field Saliency Detection with Dual Local Graph Learning and Reciprocative GuidanceLiu, Nian / Zhao, Wangbo / Zhang, Dingwen / Han, Junwei / Shao, Ling et al. | 2021
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Visual Saliency TransformerLiu, Nian / Zhang, Ni / Wan, Kaiyuan / Shao, Ling / Han, Junwei et al. | 2021
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HiNet: Deep Image Hiding by Invertible NetworkJing, Junpeng / Deng, Xin / Xu, Mai / Wang, Jianyi / Guan, Zhenyu et al. | 2021
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CANet: A Context-Aware Network for Shadow RemovalChen, Zipei / Long, Chengjiang / Zhang, Ling / Xiao, Chunxia et al. | 2021
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Unpaired Learning for Deep Image Deraining with Rain Direction RegularizerLiu, Yang / Yue, Ziyu / Pan, Jinshan / Su, Zhixun et al. | 2021
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DivAug: Plug-in Automated Data Augmentation with Explicit Diversity MaximizationLiu, Zirui / Jin, Haifeng / Wang, Ting-Hsiang / Zhou, Kaixiong / Hu, Xia et al. | 2021
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Morphable Detector for Object Detection on DemandZhao, Xiangyun / Zou, Xu / Wu, Ying et al. | 2021
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Real-world Video Super-resolution: A Benchmark Dataset and A Decomposition based Learning SchemeYang, Xi / Xiang, Wangmeng / Zeng, Hui / Zhang, Lei et al. | 2021
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Designing a Practical Degradation Model for Deep Blind Image Super-ResolutionZhang, Kai / Liang, Jingyun / Van Gool, Luc / Timofte, Radu et al. | 2021
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Learning A Single Network for Scale-Arbitrary Super-ResolutionWang, Longguang / Wang, Yingqian / Lin, Zaiping / Yang, Jungang / An, Wei / Guo, Yulan et al. | 2021
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Deep Blind Video Super-resolutionPan, Jinshan / Bai, Haoran / Dong, Jiangxin / Zhang, Jiawei / Tang, Jinhui et al. | 2021
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Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning SearchZhan, Zheng / Gong, Yifan / Zhao, Pu / Yuan, Geng / Niu, Wei / Wu, Yushu / Zhang, Tianyun / Jayaweera, Malith / Kaeli, David / Ren, Bin et al. | 2021
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SSH: A Self-Supervised Framework for Image HarmonizationJiang, Yifan / Zhang, He / Zhang, Jianming / Wang, Yilin / Lin, Zhe / Sunkavalli, Kalyan / Chen, Simon / Amirghodsi, Sohrab / Kong, Sarah / Wang, Zhangyang et al. | 2021
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Out-of-boundary View Synthesis Towards Full-Frame Video StabilizationXu, Yufei / Zhang, Jing / Tao, Dacheng et al. | 2021
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R-SLAM: Optimizing Eye Tracking from Rolling Shutter Video of the RetinaShenoy, Jay / Fong, James / Tan, Jeffrey / Roorda, Austin / Ng, Ren et al. | 2021
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Attentive and Contrastive Learning for Joint Depth and Motion Field EstimationLee, Seokju / Rameau, Francois / Pan, Fei / Kweon, In So et al. | 2021
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Panoptic Segmentation of Satellite Image Time Series with Convolutional Temporal Attention NetworksFare Garnot, Vivien Sainte / Landrieu, Loic et al. | 2021
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EvIntSR-Net: Event Guided Multiple Latent Frames Reconstruction and Super-resolutionHan, Jin / Yang, Yixin / Zhou, Chu / Xu, Chao / Shi, Boxin et al. | 2021
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Dense Deep Unfolding Network with 3D-CNN Prior for Snapshot Compressive ImagingWt, Zhuoyuan / Zhangt, Jian / Mou, Chong et al. | 2021
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Video Matting via Consistency-Regularized Graph Neural NetworksWang, Tiantian / Liu, Sifei / Tian, Yapeng / Li, Kai / Yang, Ming-Hsuan et al. | 2021
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Collaborative Unsupervised Visual Representation Learning from Decentralized DataZhuang, Weiming / Gan, Xin / Wen, Yonggang / Zhang, Shuai / Yi, Shuai et al. | 2021
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Full-Duplex Strategy for Video Object SegmentationJi, Ge-Peng / Fu, Keren / Wu, Zhe / Fan, Deng-Ping / Shen, Jianbing / Shao, Ling et al. | 2021
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iNAS: Integral NAS for Device-Aware Salient Object DetectionGu, Yu-Chao / Gao, Shang-Hua / Cao, Xu-Sheng / Du, Peng / Lu, Shao-Ping / Cheng, Ming-Ming et al. | 2021
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A Machine Teaching Framework for Scalable RecognitionWang, Pei / Vasconcelos, Nuno et al. | 2021
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The Benefit of Distraction: Denoising Camera-Based Physiological Measurements using Inverse AttentionNowara, Ewa M. / McDuff, Daniel / Veeraraghavan, Ashok et al. | 2021
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Adaptive Graph Convolution for Point Cloud AnalysisZhou, Haoran / Feng, Yidan / Fang, Mingsheng / Wei, Mingqiang / Qin, Jing / Lu, Tong et al. | 2021
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Weakly-supervised Video Anomaly Detection with Robust Temporal Feature Magnitude LearningTian, Yu / Pang, Guansong / Chen, Yuanhong / Singh, Rajvinder / Verjans, Johan W. / Carneiro, Gustavo et al. | 2021
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Improving De-raining Generalization via Neural ReorganizationXiao, Jie / Zhou, Man / Fu, Xueyang / Liu, Aiping / Zha, Zheng-Jun et al. | 2021
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Towards Flexible Blind JPEG Artifacts RemovalJiang, Jiaxi / Zhang, Kai / Timofte, Radu et al. | 2021
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Learning to Remove Refractive Distortions from Underwater ImagesThapa, Simron / Li, Nianyi / Ye, Jinwei et al. | 2021
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Location-aware Single Image Reflection RemovalDong, Zheng / Xu, Ke / Yang, Yin / Bao, Hujun / Xu, Weiwei / Lau, Rynson W.H. et al. | 2021
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DC-ShadowNet: Single-Image Hard and Soft Shadow Removal Using Unsupervised Domain-Classifier Guided NetworkJin, Yeying / Sharma, Aashish / Tan, Robby T. et al. | 2021
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Polarimetric Helmholtz StereopsisDing, Yuqi / Ji, Yu / Zhou, Mingyuan / Kang, Sing Bing / Ye, Jinwei et al. | 2021
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Self-born Wiring for Neural TreesChen, Ying / Mao, Feng / Song, Jie / Wang, Xinchao / Wang, Huiqiong / Song, Mingli et al. | 2021