Reframing Neural Networks: Deep Structure in Overcomplete Representations (English)
- New search for: Murdock, Calvin
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- New search for: Cazenavette, George
- New search for: Lucey, Simon
- New search for: Murdock, Calvin
- Further information on Murdock, Calvin:
- https://orcid.org/0000-0002-9560-4506
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In:
IEEE Transactions on Pattern Analysis and Machine Intelligence
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45
, 1
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964-979
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2023
- Article (Journal) / Electronic Resource
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Title:Reframing Neural Networks: Deep Structure in Overcomplete Representations
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Contributors:
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Published in:IEEE Transactions on Pattern Analysis and Machine Intelligence ; 45, 1 ; 964-979
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Publisher:
- New search for: IEEE
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Publication date:2023-01-01
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Size:1539370 byte
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ISSN:
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DOI:
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Type of media:Article (Journal)
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Type of material:Electronic Resource
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Language:English
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Source:
Table of contents – Volume 45, Issue 1
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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A Comprehensive Survey of Scene Graphs: Generation and ApplicationChang, Xiaojun / Ren, Pengzhen / Xu, Pengfei / Li, Zhihui / Chen, Xiaojiang / Hauptmann, Alex et al. | 2023
- 27
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A Function Space Analysis of Finite Neural Networks With Insights From Sampling TheoryGiryes, Raja et al. | 2023
- 38
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A General Descent Aggregation Framework for Gradient-Based Bi-Level OptimizationLiu, Risheng / Mu, Pan / Yuan, Xiaoming / Zeng, Shangzhi / Zhang, Jin et al. | 2023
- 58
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A One-Stage Domain Adaptation Network With Image Alignment for Unsupervised Nighttime Semantic SegmentationWu, Xinyi / Wu, Zhenyao / Ju, Lili / Wang, Song et al. | 2023
- 73
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A Pose-Only Solution to Visual Reconstruction and NavigationCai, Qi / Zhang, Lilian / Wu, Yuanxin / Yu, Wenxian / Hu, Dewen et al. | 2023
- 87
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A Survey on Vision TransformerHan, Kai / Wang, Yunhe / Chen, Hanting / Chen, Xinghao / Guo, Jianyuan / Liu, Zhenhua / Tang, Yehui / Xiao, An / Xu, Chunjing / Xu, Yixing et al. | 2023
- 111
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Berrut Approximated Coded Computing: Straggler Resistance Beyond Polynomial ComputingJahani-Nezhad, Tayyebeh / Maddah-Ali, Mohammad Ali et al. | 2023
- 123
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Binaural SoundNet: Predicting Semantics, Depth and Motion With Binaural SoundsDai, Dengxin / Vasudevan, Arun Balajee / Matas, Jiri / Van Gool, Luc et al. | 2023
- 137
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BodyPressure - Inferring Body Pose and Contact Pressure From a Depth ImageClever, Henry M. / Grady, Patrick L. / Turk, Greg / Kemp, Charles C. et al. | 2023
- 154
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CCMN: A General Framework for Learning With Class-Conditional Multi-Label NoiseXie, Ming-Kun / Huang, Sheng-Jun et al. | 2023
- 167
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Centerless ClusteringPei, Shenfei / Chen, Huimin / Nie, Feiping / Wang, Rong / Li, Xuelong et al. | 2023
- 182
-
Complex-Valued Iris Recognition NetworkNguyen, Kien / Fookes, Clinton / Sridharan, Sridha / Ross, Arun et al. | 2023
- 197
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Consistency and Diversity Induced Human Motion SegmentationZhou, Tao / Fu, Huazhu / Gong, Chen / Shao, Ling / Porikli, Fatih / Ling, Haibin / Shen, Jianbing et al. | 2023
- 211
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Cyclic Differentiable Architecture SearchYu, Hongyuan / Peng, Houwen / Huang, Yan / Fu, Jianlong / Du, Hao / Wang, Liang / Ling, Haibin et al. | 2023
- 229
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Dataset Bias in Few-Shot Image RecognitionJiang, Shuqiang / Zhu, Yaohui / Liu, Chenlong / Song, Xinhang / Li, Xiangyang / Min, Weiqing et al. | 2023
- 247
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Dataset-Driven Unsupervised Object Discovery for Region-Based Instance Image RetrievalZhang, Zhongyan / Wang, Lei / Wang, Yang / Zhou, Luping / Zhang, Jianjia / Chen, Fang et al. | 2023
- 264
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Deep Gait Recognition: A SurveySepas-Moghaddam, Alireza / Etemad, Ali et al. | 2023
- 285
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Deep Learning for Free-Hand Sketch: A SurveyXu, Peng / Hospedales, Timothy M. / Yin, Qiyue / Song, Yi-Zhe / Xiang, Tao / Wang, Liang et al. | 2023
- 313
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Deep Order-Preserving Learning With Adaptive Optimal Transport DistanceAkbari, Ali / Awais, Muhammad / Fatemifar, Soroush / Kittler, Josef et al. | 2023
- 329
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Deep ROC Analysis and AUC as Balanced Average Accuracy, for Improved Classifier Selection, Audit and ExplanationCarrington, Andre M. / Manuel, Douglas G. / Fieguth, Paul W. / Ramsay, Tim / Osmani, Venet / Wernly, Bernhard / Bennett, Carol / Hawken, Steven / Magwood, Olivia / Sheikh, Yusuf et al. | 2023
- 342
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Deep Time Series Forecasting With Shape and Temporal CriteriaLe Guen, Vincent / Thome, Nicolas et al. | 2023
- 356
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Deep Video Prior for Video Consistency and PropagationLei, Chenyang / Xing, Yazhou / Ouyang, Hao / Chen, Qifeng et al. | 2023
- 372
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DeepMIH: Deep Invertible Network for Multiple Image HidingGuan, Zhenyu / Jing, Junpeng / Deng, Xin / Xu, Mai / Jiang, Lai / Zhang, Zhou / Li, Yipeng et al. | 2023
- 391
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Deformable Protein Shape Classification Based on Deep Learning, and the Fractional Fokker–Planck and Kähler–Dirac EquationsPaquet, Eric / Viktor, Herna L. / Madi, Kamel / Wu, Junzheng et al. | 2023
- 408
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Disentangled Representation Learning for RecommendationWang, Xin / Chen, Hong / Zhou, Yuwei / Ma, Jianxin / Zhu, Wenwu et al. | 2023
- 425
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Disentangling Light Fields for Super-Resolution and Disparity EstimationWang, Yingqian / Wang, Longguang / Wu, Gaochang / Yang, Jungang / An, Wei / Yu, Jingyi / Guo, Yulan et al. | 2023
- 444
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DoTA: Unsupervised Detection of Traffic Anomaly in Driving VideosYao, Yu / Wang, Xizi / Xu, Mingze / Pu, Zelin / Wang, Yuchen / Atkins, Ella / Crandall, David J. et al. | 2023
- 460
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Effective Local and Global Search for Fast Long-Term TrackingZhao, Haojie / Yan, Bin / Wang, Dong / Qian, Xuesheng / Yang, Xiaoyun / Lu, Huchuan et al. | 2023
- 475
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Efficient Variational Bayes Learning of Graphical Models With Smooth Structural ChangesYu, Hang / Wu, Songwei / Dauwels, Justin et al. | 2023
- 489
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Egocentric Action Recognition by Automatic Relation ModelingLi, Haoxin / Zheng, Wei-Shi / Zhang, Jianguo / Hu, Haifeng / Lu, Jiwen / Lai, Jian-Huang et al. | 2023
- 508
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End-to-End Handwritten Paragraph Text Recognition Using a Vertical Attention NetworkCoquenet, Denis / Chatelain, Clement / Paquet, Thierry et al. | 2023
- 525
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Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown TasksShen, Xudong / Wong, Yongkang / Kankanhalli, Mohan et al. | 2023
- 539
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From Show to Tell: A Survey on Deep Learning-Based Image CaptioningStefanini, Matteo / Cornia, Marcella / Baraldi, Lorenzo / Cascianelli, Silvia / Fiameni, Giuseppe / Cucchiara, Rita et al. | 2023
- 560
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FSGANv2: Improved Subject Agnostic Face Swapping and ReenactmentNirkin, Yuval / Keller, Yosi / Hassner, Tal et al. | 2023
- 576
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Global Instance Tracking: Locating Target More Like HumansHu, Shiyu / Zhao, Xin / Huang, Lianghua / Huang, Kaiqi et al. | 2023
- 593
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Guiding Labelling Effort for Efficient Learning With Georeferenced ImagesYamada, Takaki / Massot-Campos, Miquel / Prugel-Bennett, Adam / Pizarro, Oscar / Williams, Stefan B. / Thornton, Blair et al. | 2023
- 608
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Higher-Order Multicuts for Geometric Model Fitting and Motion SegmentationLevinkov, Evgeny / Kardoost, Amirhossein / Andres, Bjoern / Keuper, Margret et al. | 2023
- 623
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HUMBI: A Large Multiview Dataset of Human Body Expressions and Benchmark ChallengeYoon, Jae Shin / Yu, Zhixuan / Park, Jaesik / Park, Hyun Soo et al. | 2023
- 641
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Image-Text Embedding Learning via Visual and Textual Semantic ReasoningLi, Kunpeng / Zhang, Yulun / Li, Kai / Li, Yuanyuan / Fu, Yun et al. | 2023
- 657
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Improving Graph Neural Network Expressivity via Subgraph Isomorphism CountingBouritsas, Giorgos / Frasca, Fabrizio / Zafeiriou, Stefanos / Bronstein, Michael M. et al. | 2023
- 669
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Instance and Panoptic Segmentation Using Conditional ConvolutionsTian, Zhi / Zhang, Bowen / Chen, Hao / Shen, Chunhua et al. | 2023
- 681
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Investigating Pose Representations and Motion Contexts Modeling for 3D Motion PredictionLiu, Zhenguang / Wu, Shuang / Jin, Shuyuan / Ji, Shouling / Liu, Qi / Lu, Shijian / Cheng, Li et al. | 2023
- 698
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Key.Net: Keypoint Detection by Handcrafted and Learned CNN Filters RevisitedBarroso-Laguna, Axel / Mikolajczyk, Krystian et al. | 2023
- 712
-
Learning Polymorphic Neural ODEs With Time-Evolving MixtureYoon, Tehrim / Shin, Sumin / Yang, Eunho et al. | 2023
- 722
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Learning Representations by Graphical Mutual Information Estimation and MaximizationPeng, Zhen / Luo, Minnan / Huang, Wenbing / Li, Jundong / Zheng, Qinghua / Sun, Fuchun / Huang, Junzhou et al. | 2023
- 738
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Learning to Guide a Saturation-Based Theorem ProverAbdelaziz, Ibrahim / Crouse, Maxwell / Makni, Bassem / Austel, Vernon / Cornelio, Cristina / Ikbal, Shajith / Kapanipathi, Pavan / Makondo, Ndivhuwo / Srinivas, Kavitha / Witbrock, Michael et al. | 2023
- 752
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LSV-LP: Large-Scale Video-Based License Plate Detection and RecognitionWang, Qi / Lu, Xiaocheng / Zhang, Cong / Yuan, Yuan / Li, Xuelong et al. | 2023
- 768
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Local and Global GANs With Semantic-Aware Upsampling for Image GenerationTang, Hao / Shao, Ling / Torr, Philip H.S. / Sebe, Nicu et al. | 2023
- 785
-
Low Cost and Latency Event Camera Background Activity DenoisingGuo, Shasha / Delbruck, Tobi et al. | 2023
- 796
-
MSeg: A Composite Dataset for Multi-Domain Semantic SegmentationLambert, John / Liu, Zhuang / Sener, Ozan / Hays, James / Koltun, Vladlen et al. | 2023
- 811
-
MutualNet: Adaptive ConvNet via Mutual Learning From Different Model ConfigurationsYang, Taojiannan / Zhu, Sijie / Mendieta, Matias / Wang, Pu / Balakrishnan, Ravikumar / Lee, Minwoo / Han, Tao / Shah, Mubarak / Chen, Chen et al. | 2023
- 828
-
Neighborhood Preserving Kernels for Attributed GraphsSalim, Asif / Shiju, S. S. / Sumitra, S. et al. | 2023
- 841
-
PAC-Bayes Meta-Learning With Implicit Task-Specific PosteriorsNguyen, Cuong / Do, Thanh-Toan / Carneiro, Gustavo et al. | 2023
- 852
-
PMP-Net++: Point Cloud Completion by Transformer-Enhanced Multi-Step Point Moving PathsWen, Xin / Xiang, Peng / Han, Zhizhong / Cao, Yan-Pei / Wan, Pengfei / Zheng, Wen / Liu, Yu-Shen et al. | 2023
- 868
-
Point Cloud Sampling via Graph Balancing and Gershgorin Disc AlignmentDinesh, Chinthaka / Cheung, Gene / Bajic, Ivan V. et al. | 2023
- 887
-
PoolNet+: Exploring the Potential of Pooling for Salient Object DetectionLiu, Jiang-Jiang / Hou, Qibin / Liu, Zhi-Ang / Cheng, Ming-Ming et al. | 2023
- 905
-
Quality Metric Guided Portrait Line Drawing Generation From Unpaired Training DataYi, Ran / Liu, Yong-Jin / Lai, Yu-Kun / Rosin, Paul L. et al. | 2023
- 919
-
Real-Time Scene Text Detection With Differentiable Binarization and Adaptive Scale FusionLiao, Minghui / Zou, Zhisheng / Wan, Zhaoyi / Yao, Cong / Bai, Xiang et al. | 2023
- 932
-
Recurrent 3D Hand Pose Estimation Using Cascaded Pose-Guided 3D AlignmentsDeng, Xiaoming / Zuo, Dexin / Zhang, Yinda / Cui, Zhaopeng / Cheng, Jian / Tan, Ping / Chang, Liang / Pollefeys, Marc / Fanello, Sean / Wang, Hongan et al. | 2023
- 946
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Refine-Net: Normal Refinement Neural Network for Noisy Point CloudsZhou, Haoran / Chen, Honghua / Zhang, Yingkui / Wei, Mingqiang / Xie, Haoran / Wang, Jun / Lu, Tong / Qin, Jing / Zhang, Xiao-Ping et al. | 2023
- 964
-
Reframing Neural Networks: Deep Structure in Overcomplete RepresentationsMurdock, Calvin / Cazenavette, George / Lucey, Simon et al. | 2023
- 980
-
Reinforced, Incremental and Cross-Lingual Event Detection From Social MessagesPeng, Hao / Zhang, Ruitong / Li, Shaoning / Cao, Yuwei / Pan, Shirui / Yu, Philip S. et al. | 2023
- 999
-
Representing Graphs via Gromov-Wasserstein FactorizationXu, Hongteng / Liu, Jiachang / Luo, Dixin / Carin, Lawrence et al. | 2023
- 1017
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Rethinking Collaborative Metric Learning: Toward an Efficient Alternative Without Negative SamplingBao, Shilong / Xu, Qianqian / Yang, Zhiyong / Cao, Xiaochun / Huang, Qingming et al. | 2023
- 1036
-
ROAD: The Road Event Awareness Dataset for Autonomous DrivingSingh, Gurkirt / Akrigg, Stephen / Maio, Manuele Di / Fontana, Valentina / Alitappeh, Reza Javanmard / Khan, Salman / Saha, Suman / Jeddisaravi, Kossar / Yousefi, Farzad / Culley, Jacob et al. | 2023
- 1055
-
Robust Multi-View Clustering With Incomplete InformationYang, Mouxing / Li, Yunfan / Hu, Peng / Bai, Jinfeng / Lv, Jiancheng / Peng, Xi et al. | 2023
- 1070
-
SEEM: A Sequence Entropy Energy-Based Model for Pedestrian Trajectory All-Then-One PredictionWang, Dafeng / Liu, Hongbo / Wang, Naiyao / Wang, Yiyang / Wang, Hua / McLoone, Sean et al. | 2023
- 1087
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Semi-Supervised Heterogeneous Domain Adaptation: Theory and AlgorithmsFang, Zhen / Lu, Jie / Liu, Feng / Zhang, Guangquan et al. | 2023
- 1106
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Simultaneously-Collected Multimodal Lying Pose Dataset: Enabling In-Bed Human Pose MonitoringLiu, Shuangjun / Huang, Xiaofei / Fu, Nihang / Li, Cheng / Su, Zhongnan / Ostadabbas, Sarah et al. | 2023
- 1119
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Solving Inverse Problems With Deep Neural Networks – Robustness Included?Genzel, Martin / Macdonald, Jan / Marz, Maximilian et al. | 2023
- 1135
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STORM: Structure-Based Overlap Matching for Partial Point Cloud RegistrationWang, Yujie / Yan, Chenggang / Feng, Yutong / Du, Shaoyi / Dai, Qionghai / Gao, Yue et al. | 2023
- 1150
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Streaming Variational Monte CarloZhao, Yuan / Nassar, Josue / Jordan, Ian / Bugallo, Monica / Park, Il Memming et al. | 2023
- 1162
-
Switchable Novel Object CaptionerWu, Yu / Jiang, Lu / Yang, Yi et al. | 2023
- 1174
-
Towards High Performance Low Complexity Calibration in Appearance Based Gaze EstimationChen, Zhaokang / Shi, Bertram E. et al. | 2023
- 1189
-
Towards Improved and Interpretable Deep Metric Learning via Attentive GroupingXu, Xinyi / Wang, Zhengyang / Deng, Cheng / Yuan, Hao / Ji, Shuiwang et al. | 2023
- 1201
-
Towards Pointsets Representation Learning via Self-Supervised Learning and Set AugmentationArsomngern, Pattaramanee / Long, Cheng / Suwajanakorn, Supasorn / Nutanong, Sarana et al. | 2023
- 1217
-
Towards Zero-Shot Sign Language RecognitionBilge, Yunus Can / Cinbis, Ramazan Gokberk / Ikizler-Cinbis, Nazli et al. | 2023
- 1233
-
Ultra-High Temporal Resolution Visual Reconstruction From a Fovea-Like Spike Camera via Spiking Neuron ModelZhu, Lin / Dong, Siwei / Li, Jianing / Huang, Tiejun / Tian, Yonghong et al. | 2023
- 1250
-
Unsupervised Face Detection in the DarkWang, Wenjing / Wang, Xinhao / Yang, Wenhan / Liu, Jiaying et al. | 2023
- 1267
-
Visual Micro-Pattern PropagationCui, Zhen / Zhou, Ling / Wang, Chaoqun / Xu, Chunyan / Yang, Jian et al. | 2023
- 1287
-
Enhanced Spatio-Temporal Interaction Learning for Video Deraining: Faster and BetterZhang, Kaihao / Li, Dongxu / Luo, Wenhan / Ren, Wenqi / Liu, Wei et al. | 2023
- 1294
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Learning to Extract Building Footprints From Off-Nadir Aerial ImagesWang, Jinwang / Meng, Lingxuan / Li, Weijia / Yang, Wen / Yu, Lei / Xia, Gui-Song et al. | 2023
- 1302
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Neuron Coverage-Guided Domain GeneralizationTian, Chris Xing / Li, Haoliang / Xie, Xiaofei / Liu, Yang / Wang, Shiqi et al. | 2023
- 1312
-
PnP-3D: A Plug-and-Play for 3D Point CloudsQiu, Shi / Anwar, Saeed / Barnes, Nick et al. | 2023
- 1320
-
Vid2CAD: CAD Model Alignment Using Multi-View Constraints From VideosManinis, Kevis-Kokitsi / Popov, Stefan / Niesner, Matthias / Ferrari, Vittorio et al. | 2023
- 1328
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Vision Permutator: A Permutable MLP-Like Architecture for Visual RecognitionHou, Qibin / Jiang, Zihang / Yuan, Li / Cheng, Ming-Ming / Yan, Shuicheng / Feng, Jiashi et al. | 2023