ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers (English)
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- New search for: Cissé, Moustapha
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In:
Computer Vision – ECCV 2022
: 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXV
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Chapter: 33
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573-587
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2022
- Article/Chapter (Book) / Electronic Resource
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Title:ViP: Unified Certified Detection and Recovery for Patch Attack with Vision Transformers
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Additional title:Lect.Notes Computer
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Contributors:Avidan, Shai ( editor ) / Brostow, Gabriel ( editor ) / Cissé, Moustapha ( editor ) / Farinella, Giovanni Maria ( editor ) / Hassner, Tal ( editor ) / Li, Junbo ( author ) / Zhang, Huan ( author ) / Xie, Cihang ( author )
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Conference:European Conference on Computer Vision ; 2022 ; Tel Aviv, Israel
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Published in:Computer Vision – ECCV 2022 : 17th European Conference, Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part XXV ; Chapter: 33 ; 573-587Lecture Notes in Computer Science ; 13685 ; 573-587
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Publisher:
- New search for: Springer Nature Switzerland
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Place of publication:Cham
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Publication date:2022-10-20
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Size:15 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
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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Cross-domain Ensemble Distillation for Domain GeneralizationLee, Kyungmoon / Kim, Sungyeon / Kwak, Suha et al. | 2022
- 2
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Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy LabelsZhao, Ganlong / Li, Guanbin / Qin, Yipeng / Liu, Feng / Yu, Yizhou et al. | 2022
- 3
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Hyperspherical Learning in Multi-Label ClassificationKe, Bo / Zhu, Yunquan / Li, Mengtian / Shu, Xiujun / Qiao, Ruizhi / Ren, Bo et al. | 2022
- 4
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When Active Learning Meets Implicit Semantic Data AugmentationChen, Zhuangzhuang / Zhang, Jin / Wang, Pan / Chen, Jie / Li, Jianqiang et al. | 2022
- 5
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VL-LTR: Learning Class-wise Visual-Linguistic Representation for Long-Tailed Visual RecognitionTian, Changyao / Wang, Wenhai / Zhu, Xizhou / Dai, Jifeng / Qiao, Yu et al. | 2022
- 6
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Class Is Invariant to Context and Vice Versa: On Learning Invariance for Out-Of-Distribution GeneralizationQi, Jiaxin / Tang, Kaihua / Sun, Qianru / Hua, Xian-Sheng / Zhang, Hanwang et al. | 2022
- 7
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Hierarchical Semi-supervised Contrastive Learning for Contamination-Resistant Anomaly DetectionWang, Gaoang / Zhan, Yibing / Wang, Xinchao / Song, Mingli / Nahrstedt, Klara et al. | 2022
- 8
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Tracking by Associating ClipsWoo, Sanghyun / Park, Kwanyong / Oh, Seoung Wug / Kweon, In So / Lee, Joon-Young et al. | 2022
- 9
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RealPatch: A Statistical Matching Framework for Model Patching with Real SamplesRomiti, Sara / Inskip, Christopher / Sharmanska, Viktoriia / Quadrianto, Novi et al. | 2022
- 10
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Background-Insensitive Scene Text Recognition with Text Semantic SegmentationZhao, Liang / Wu, Zhenyao / Wu, Xinyi / Wilsbacher, Greg / Wang, Song et al. | 2022
- 11
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Semantic Novelty Detection via Relational ReasoningBorlino, Francesco Cappio / Bucci, Silvia / Tommasi, Tatiana et al. | 2022
- 12
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Improving Closed and Open-Vocabulary Attribute Prediction Using TransformersPham, Khoi / Kafle, Kushal / Lin, Zhe / Ding, Zhihong / Cohen, Scott / Tran, Quan / Shrivastava, Abhinav et al. | 2022
- 13
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Training Vision Transformers with only 2040 ImagesCao, Yun-Hao / Yu, Hao / Wu, Jianxin et al. | 2022
- 14
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Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object DetectionWoo, Sanghyun / Park, Kwanyong / Oh, Seoung Wug / Kweon, In So / Lee, Joon-Young et al. | 2022
- 15
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TDAM: Top-Down Attention Module for Contextually Guided Feature Selection in CNNsJaiswal, Shantanu / Fernando, Basura / Tan, Cheston et al. | 2022
- 16
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Automatic Check-Out via Prototype-Based Classifier Learning from Single-Product ExemplarsChen, Hao / Wei, Xiu-Shen / Zhang, Faen / Shen, Yang / Xu, Hui / Xiao, Liang et al. | 2022
- 17
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Overcoming Shortcut Learning in a Target Domain by Generalizing Basic Visual Factors from a Source DomainSaranrittichai, Piyapat / Mummadi, Chaithanya Kumar / Blaiotta, Claudia / Munoz, Mauricio / Fischer, Volker et al. | 2022
- 18
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Photo-realistic Neural Domain RandomizationZakharov, Sergey / Ambruș, Rareș / Guizilini, Vitor / Kehl, Wadim / Gaidon, Adrien et al. | 2022
- 19
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Wave-ViT: Unifying Wavelet and Transformers for Visual Representation LearningYao, Ting / Pan, Yingwei / Li, Yehao / Ngo, Chong-Wah / Mei, Tao et al. | 2022
- 20
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Tailoring Self-Supervision for Supervised LearningMoon, WonJun / Kim, Ji-Hwan / Heo, Jae-Pil et al. | 2022
- 21
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Difficulty-Aware Simulator for Open Set RecognitionMoon, WonJun / Park, Junho / Seong, Hyun Seok / Cho, Cheol-Ho / Heo, Jae-Pil et al. | 2022
- 22
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Few-Shot Class-Incremental Learning from an Open-Set PerspectivePeng, Can / Zhao, Kun / Wang, Tianren / Li, Meng / Lovell, Brian C. et al. | 2022
- 23
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FOSTER: Feature Boosting and Compression for Class-Incremental LearningWang, Fu-Yun / Zhou, Da-Wei / Ye, Han-Jia / Zhan, De-Chuan et al. | 2022
- 24
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Visual Knowledge TracingKondapaneni, Neehar / Perona, Pietro / Aodha, Oisin Mac et al. | 2022
- 25
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S3C: Self-Supervised Stochastic Classifiers for Few-Shot Class-Incremental LearningKalla, Jayateja / Biswas, Soma et al. | 2022
- 26
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Improving Fine-Grained Visual Recognition in Low Data Regimes via Self-boosting Attention MechanismShu, Yangyang / Yu, Baosheng / Xu, Haiming / Liu, Lingqiao et al. | 2022
- 27
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VSA: Learning Varied-Size Window Attention in Vision TransformersZhang, Qiming / Xu, Yufei / Zhang, Jing / Tao, Dacheng et al. | 2022
- 28
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Unbiased Manifold Augmentation for Coarse Class SubdivisionYan, Baoming / Gao, Ke / Gao, Bo / Wang, Lin / Yang, Jiang / Li, Xiaobo et al. | 2022
- 29
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DenseHybrid: Hybrid Anomaly Detection for Dense Open-Set RecognitionGrcić, Matej / Bevandić, Petra / Šegvić, Siniša et al. | 2022
- 30
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Rethinking Confidence Calibration for Failure PredictionZhu, Fei / Cheng, Zhen / Zhang, Xu-Yao / Liu, Cheng-Lin et al. | 2022
- 31
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Uncertainty-Guided Source-Free Domain AdaptationRoy, Subhankar / Trapp, Martin / Pilzer, Andrea / Kannala, Juho / Sebe, Nicu / Ricci, Elisa / Solin, Arno et al. | 2022
- 32
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Should All Proposals Be Treated Equally in Object Detection?Li, Yunsheng / Chen, Yinpeng / Dai, Xiyang / Chen, Dongdong / Liu, Mengchen / Yu, Pei / Jin, Ying / Yuan, Lu / Liu, Zicheng / Vasconcelos, Nuno et al. | 2022
- 33
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ViP: Unified Certified Detection and Recovery for Patch Attack with Vision TransformersLi, Junbo / Zhang, Huan / Xie, Cihang et al. | 2022
- 34
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incDFM: Incremental Deep Feature Modeling for Continual Novelty DetectionRios, Amanda / Ahuja, Nilesh / Ndiour, Ibrahima / Genc, Utku / Itti, Laurent / Tickoo, Omesh et al. | 2022
- 35
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IGFormer: Interaction Graph Transformer for Skeleton-Based Human Interaction RecognitionPang, Yunsheng / Ke, Qiuhong / Rahmani, Hossein / Bailey, James / Liu, Jun et al. | 2022
- 36
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PRIME: A Few Primitives Can Boost Robustness to Common CorruptionsModas, Apostolos / Rade, Rahul / Ortiz-Jiménez, Guillermo / Moosavi-Dezfooli, Seyed-Mohsen / Frossard, Pascal et al. | 2022
- 37
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Rotation Regularization Without RotationKobayashi, Takumi et al. | 2022
- 38
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Towards Accurate Open-Set Recognition via Background-Class RegularizationCho, Wonwoo / Choo, Jaegul et al. | 2022
- 39
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In Defense of Image Pre-Training for Spatiotemporal RecognitionLi, Xianhang / Wang, Huiyu / Wei, Chen / Mei, Jieru / Yuille, Alan / Zhou, Yuyin / Xie, Cihang et al. | 2022
- 40
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Augmenting Deep Classifiers with Polynomial Neural NetworksChrysos, Grigorios G. / Georgopoulos, Markos / Deng, Jiankang / Kossaifi, Jean / Panagakis, Yannis / Anandkumar, Anima et al. | 2022
- 41
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Learning with Noisy Labels by Efficient Transition Matrix Estimation to Combat Label MiscorrectionKye, Seong Min / Choi, Kwanghee / Yi, Joonyoung / Chang, Buru et al. | 2022
- 42
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Online Task-free Continual Learning with Dynamic Sparse Distributed MemoryPourcel, Julien / Vu, Ngoc-Son / French, Robert M. et al. | 2022