@inproceedings{bb120000, AUTHOR = "Feng, P. and Zhang, H. and Sun, Y.Y. and Tang, Z.J.", TITLE = "Lightweight Image Hashing Based on Knowledge Distillation and Optimal Transport for Face Retrieval", BOOKTITLE = MMMod23, YEAR = "2023", PAGES = "II: 423-434", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116141"} @inproceedings{bb120001, AUTHOR = "Ambekar, S. and Tafuro, M. and Ankit, A. and van der Mast, D. and Alence, M. and Athanasiadis, C.", TITLE = "Skdcgn: Source-free Knowledge Distillation of Counterfactual Generative Networks Using cgans", BOOKTITLE = VIPriors22, YEAR = "2022", PAGES = "679-693", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116142"} @inproceedings{bb120002, AUTHOR = "Lebailly, T. and Tuytelaars, T.", TITLE = "Global-Local Self-Distillation for Visual Representation Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "1441-1450", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116143"} @inproceedings{bb120003, AUTHOR = "Choi, H.J. and Jeon, E.S. and Shukla, A. and Turaga, P.", TITLE = "Understanding the Role of Mixup in Knowledge Distillation: An Empirical Study", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2318-2327", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116144"} @inproceedings{bb120004, AUTHOR = "Jacob, G.M. and Agarwal, V. and Stenger, B.", TITLE = "Online Knowledge Distillation for Multi-task Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2358-2367", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116145"} @inproceedings{bb120005, AUTHOR = "Chen, W.C. and Chu, W.T.", TITLE = "SSSD: Self-Supervised Self Distillation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2769-2776", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116146"} @inproceedings{bb120006, AUTHOR = "Mu, M. and Bhattacharjee, S.D. and Yuan, J.S.", TITLE = "Self-Supervised Distilled Learning for Multi-modal Misinformation Identification", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2818-2827", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116147"} @inproceedings{bb120007, AUTHOR = "Jang, J. and Kim, S. and Yoo, K. and Kong, C. and Kim, J. and Kwak, N.", TITLE = "Self-Distilled Self-supervised Representation Learning", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2828-2838", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116148"} @inproceedings{bb120008, AUTHOR = "Nguyen Duc, T. and Le, T. and Zhao, H. and Cai, J.F. and Phung, D.", TITLE = "Adversarial local distribution regularization for knowledge distillation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "4670-4679", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116149"} @inproceedings{bb120009, AUTHOR = "Wu, Y. and Chanda, S. and Hosseinzadeh, M. and Liu, Z. and Wang, Y.", TITLE = "Few-Shot Learning of Compact Models via Task-Specific Meta Distillation", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "6254-6263", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116150"} @inproceedings{bb120010, AUTHOR = "Iwata, S. and Minami, S. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.", TITLE = "Refining Design Spaces in Knowledge Distillation for Deep Collaborative Learning", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2371-2377", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116151"} @inproceedings{bb120011, AUTHOR = "Wang, C.F. and Zhang, S.W. and Song, S. and Huang, G.", TITLE = "Learn From the Past: Experience Ensemble Knowledge Distillation", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4736-4743", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116152"} @inproceedings{bb120012, AUTHOR = "Tzelepi, M. and Symeonidis, C. and Nikolaidis, N. and Tefas, A.", TITLE = "Multilayer Online Self-Acquired Knowledge Distillation", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "4822-4828", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116153"} @inproceedings{bb120013, AUTHOR = "Xu, Y.F. and Shamsolmoali, P. and Granger, E. and Nicodeme, C. and Gardes, L. and Yang, J.", TITLE = "TransVLAD: Multi-Scale Attention-Based Global Descriptors for Visual Geo-Localization", BOOKTITLE = WACV23, YEAR = "2023", PAGES = "2839-2848", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116154"} @inproceedings{bb120014, AUTHOR = "Xu, Y.F. and Shamsolmoali, P. and Yang, J.", TITLE = "Weak-supervised Visual Geo-localization via Attention-based Knowledge Distillation", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1815-1821", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116155"} @inproceedings{bb120015, AUTHOR = "Baek, K. and Lee, S. and Shim, H.J.", TITLE = "Learning from Better Supervision: Self-distillation for Learning with Noisy Labels", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1829-1835", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116156"} @inproceedings{bb120016, AUTHOR = "Chen, D. and Tan, H. and Lan, L. and Zhang, X. and Liang, T.Y. and Luo, Z.G.", TITLE = "Frustratingly Easy Knowledge Distillation via Attentive Similarity Matching", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "2357-2363", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116157"} @inproceedings{bb120017, AUTHOR = "Amara, I. and Ziaeefard, M. and Meyer, B.H. and Gross, W. and Clark, J.J.", TITLE = "CES-KD: Curriculum-based Expert Selection for Guided Knowledge Distillation", BOOKTITLE = "ICPR22", YEAR = "2022", PAGES = "1901-1907", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116158"} @inproceedings{bb120018, AUTHOR = "Yang, Z. and Dong, W.S. and Li, X. and Wu, J.J. and Li, L. and Shi, G.M.", TITLE = "Self-Feature Distillation with Uncertainty Modeling for Degraded Image Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:552-569", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116159"} @inproceedings{bb120019, AUTHOR = "Tang, S. and Zhang, Z.Y. and Cheng, Z.Z. and Lu, J. and Xu, Y.L. and Niu, Y. and He, F.", TITLE = "Distilling Object Detectors with Global Knowledge", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "IX:422-438", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116160"} @inproceedings{bb120020, AUTHOR = "Shen, Z.Q. and Xing, E.", TITLE = "A Fast Knowledge Distillation Framework for Visual Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:673-690", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116161"} @inproceedings{bb120021, AUTHOR = "Yang, C.G. and An, Z. and Zhou, H. and Cai, L.H. and Zhi, X. and Wu, J.W. and Xu, Y.J. and Zhang, Q.", TITLE = "MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIV:534-551", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116162"} @inproceedings{bb120022, AUTHOR = "Xu, S. and Li, Y.J. and Zeng, B. and Ma, T. and Zhang, B.C. and Cao, X.B. and Gao, P. and Lu, J.", TITLE = "IDa-Det: An Information Discrepancy-Aware Distillation for 1-Bit Detectors", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:346-361", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116163"} @inproceedings{bb120023, AUTHOR = "Shin, S. and Lee, J. and Lee, J. and Yu, Y. and Lee, K.", TITLE = "Teaching Where to Look: Attention Similarity Knowledge Distillation for Low Resolution Face Recognition", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XII:631-647", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116164"} @inproceedings{bb120024, AUTHOR = "Gao, Y.T. and Zhuang, J.X. and Lin, S.H. and Cheng, H. and Sun, X. and Li, K. and Shen, C.H.", TITLE = "DisCo: Remedying Self-supervised Learning on Lightweight Models with Distilled Contrastive Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:237-253", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116165"} @inproceedings{bb120025, AUTHOR = "Liu, H. and Ye, M.", TITLE = "Improving Self-supervised Lightweight Model Learning via Hard-Aware Metric Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXI:295-311", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116166"} @inproceedings{bb120026, AUTHOR = "Deng, X.Q. and Sun, D.W. and Newsam, S. and Wang, P.", TITLE = "DistPro: Searching a Fast Knowledge Distillation Process via Meta Optimization", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:218-235", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116167"} @inproceedings{bb120027, AUTHOR = "Deng, X. and Zheng, J. and Zhang, Z.F.", TITLE = "Personalized Education: Blind Knowledge Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXXIV:269-285", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116168"} @inproceedings{bb120028, AUTHOR = "Liu, L.Z. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.", TITLE = "Class-Wise FM-NMS for Knowledge Distillation of Object Detection", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1641-1645", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116169"} @inproceedings{bb120029, AUTHOR = "Shu, H.Q.", TITLE = "Two Distillation Perspectives Based on Tanimoto Coefficient", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1311-1315", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116170"} @inproceedings{bb120030, AUTHOR = "Wang, H.L. and Xu, J. and Sun, S.Q.", TITLE = "Distilling DETR-Like Detectors with Instance-Aware Feature", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "1186-1190", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116171"} @inproceedings{bb120031, AUTHOR = "Pei, W.J. and Wu, S. and Mei, D. and Chen, F.L. and Tian, J. and Lu, G.M.", TITLE = "Few-Shot Object Detection by Knowledge Distillation Using Bag-of-Visual-Words Representations", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "X:283-299", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116172"} @inproceedings{bb120032, AUTHOR = "Li, C.X. and Lin, M. and Ding, Z.Y. and Lin, N. and Zhuang, Y.H. and Huang, Y. and Ding, X.H. and Cao, L.J.", TITLE = "Knowledge Condensation Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:19-35", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116173"} @inproceedings{bb120033, AUTHOR = "Yang, Z.D. and Li, Z. and Shao, M.Q. and Shi, D. and Yuan, Z.H. and Yuan, C.", TITLE = "Masked Generative Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:53-69", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116174"} @inproceedings{bb120034, AUTHOR = "Liang, J.J. and Li, L. and Bing, Z. and Zhao, B. and Tang, Y. and Lin, B. and Fan, H.Q.", TITLE = "Efficient One Pass Self-distillation with Zipf's Label Smoothing", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:104-119", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116175"} @inproceedings{bb120035, AUTHOR = "Park, J. and No, A.", TITLE = "Prune Your Model Before Distill It", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:120-136", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116176"} @inproceedings{bb120036, AUTHOR = "Qian, B. and Wang, Y. and Yin, H.Z. and Hong, R.C. and Wang, M.", TITLE = "Switchable Online Knowledge Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:449-466", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116177"} @inproceedings{bb120037, AUTHOR = "Okamoto, N. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H.", TITLE = "Deep Ensemble Learning by Diverse Knowledge Distillation for Fine-Grained Object Classification", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XI:502-518", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116178"} @inproceedings{bb120038, AUTHOR = "Jandial, S. and Khasbage, Y. and Pal, A. and Balasubramanian, V.N. and Krishnamurthy, B.", TITLE = "Distilling the Undistillable: Learning from a Nasty Teacher", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:587-603", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116179"} @inproceedings{bb120039, AUTHOR = "Jang, Y.K. and Gu, G. and Ko, B. and Kang, I. and Cho, N.I.", TITLE = "Deep Hash Distillation for Image Retrieval", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIV:354-371", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116180"} @inproceedings{bb120040, AUTHOR = "Nguyen, D. and Gupta, S.I. and Do, K. and Venkatesh, S.", TITLE = "Black-Box Few-Shot Knowledge Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXI:196-211", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116181"} @inproceedings{bb120041, AUTHOR = "Oh, Y.J. and Ye, J.C.", TITLE = "CXR Segmentation by AdaIN-Based Domain Adaptation and Knowledge Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXI:627-643", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116182"} @inproceedings{bb120042, AUTHOR = "Lee, K. and Kim, S. and Kwak, S.", TITLE = "Cross-domain Ensemble Distillation for Domain Generalization", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXV:1-20", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116183"} @inproceedings{bb120043, AUTHOR = "Li, L.", TITLE = "Self-Regulated Feature Learning via Teacher-free Feature Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXVI:347-363", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116184"} @inproceedings{bb120044, AUTHOR = "Zhao, S. and Yu, J. and Sun, Z.L. and Zhang, B. and Wei, X.X.", TITLE = "Enhanced Accuracy and Robustness via Multi-teacher Adversarial Distillation", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "IV:585-602", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116185"} @inproceedings{bb120045, AUTHOR = "Li, J.C. and Yang, H. and Yi, Q. and Fang, F. and Gao, G.W. and Zeng, T.Y. and Zhang, G.X.", TITLE = "Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation", BOOKTITLE = NTIRE22, YEAR = "2022", PAGES = "557-566", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116186"} @inproceedings{bb120046, AUTHOR = "He, R.F. and Sun, S.Y. and Yang, J.H. and Bai, S. and Qi, X.J.", TITLE = "Knowledge Distillation as Efficient Pre-training: Faster Convergence, Higher Data-efficiency, and Better Transferability", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "9151-9161", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116187"} @inproceedings{bb120047, AUTHOR = "Beyer, L. and Zhai, X.H. and Royer, A. and Markeeva, L. and Anil, R. and Kolesnikov, A.", TITLE = "Knowledge distillation: A good teacher is patient and consistent", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10915-10924", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116188"} @inproceedings{bb120048, AUTHOR = "Xie, P.T. and Du, X.F.", TITLE = "Performance-Aware Mutual Knowledge Distillation for Improving Neural Architecture Search", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11912-11922", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116189"} @inproceedings{bb120049, AUTHOR = "Chen, D.F. and Mei, J.P. and Zhang, H.L. and Wang, C. and Feng, Y. and Chen, C.", TITLE = "Knowledge Distillation with the Reused Teacher Classifier", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11923-11932", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116190"} @inproceedings{bb120050, AUTHOR = "Shen, Y.Q. and Xu, L. and Yang, Y.Z. and Li, Y.Q. and Guo, Y.D.", TITLE = "Self-Distillation from the Last Mini-Batch for Consistency Regularization", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11933-11942", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116191"} @inproceedings{bb120051, AUTHOR = "Zhao, B. and Cui, Q. and Song, R.J. and Qiu, Y. and Liang, J.J.", TITLE = "Decoupled Knowledge Distillation", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "11943-11952", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116192"} @inproceedings{bb120052, AUTHOR = "Chen, X.N. and Cao, Q. and Zhong, Y.J. and Zhang, J. and Gao, S.H. and Tao, D.C.", TITLE = "DearKD: Data-Efficient Early Knowledge Distillation for Vision Transformers", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12042-12052", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116193"} @inproceedings{bb120053, AUTHOR = "Yang, C.G. and Zhou, H. and An, Z. and Jiang, X. and Xu, Y.J. and Zhang, Q.", TITLE = "Cross-Image Relational Knowledge Distillation for Semantic Segmentation", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "12309-12318", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116194"} @inproceedings{bb120054, AUTHOR = "Lin, S. and Xie, H.W. and Wang, B. and Yu, K.C. and Chang, X.J. and Liang, X.D. and Wang, G.", TITLE = "Knowledge Distillation via the Target-aware Transformer", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "10905-10914", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116195"} @inproceedings{bb120055, AUTHOR = "Yang, Z.D. and Li, Z. and Jiang, X.H. and Gong, Y. and Yuan, Z.H. and Zhao, D. and Yuan, C.", TITLE = "Focal and Global Knowledge Distillation for Detectors", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "4633-4642", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116196"} @inproceedings{bb120056, AUTHOR = "Mal, Z.Y. and Luo, G. and Gao, J. and Li, L. and Chen, Y.X. and Wang, S. and Zhang, C.X. and Hu, W.M.", TITLE = "Open-Vocabulary One-Stage Detection with Hierarchical Visual-Language Knowledge Distillation", BOOKTITLE = CVPR22, YEAR = "2022", PAGES = "14054-14063", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116197"} @inproceedings{bb120057, AUTHOR = "Li, T.H. and Wang, L.M. and Wu, G.S.", TITLE = "Self Supervision to Distillation for Long-Tailed Visual Recognition", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "610-619", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116198"} @inproceedings{bb120058, AUTHOR = "Fang, Z.Y. and Wang, J.F. and Hu, X.W. and Wang, L.J. and Yang, Y.Z. and Liu, Z.C.", TITLE = "Compressing Visual-linguistic Model via Knowledge Distillation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "1408-1418", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116199"} @inproceedings{bb120059, AUTHOR = "Yao, L.W. and Pi, R.J. and Xu, H. and Zhang, W. and Li, Z.G. and Zhang, T.", TITLE = "G-DetKD: Towards General Distillation Framework for Object Detectors via Contrastive and Semantic-Guided Feature Imitation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "3571-3580", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116200"} @inproceedings{bb120060, AUTHOR = "Chen, Y.X. and Chen, P.G. and Liu, S. and Wang, L.W. and Jia, J.Y.", TITLE = "Deep Structured Instance Graph for Distilling Object Detectors", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "4339-4348", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116201"} @inproceedings{bb120061, AUTHOR = "Zhu, Y.C. and Wang, Y.", TITLE = "Student Customized Knowledge Distillation: Bridging the Gap Between Student and Teacher", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "5037-5046", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116202"} @inproceedings{bb120062, AUTHOR = "Kim, Y. and Park, J. and Jang, Y. and Ali, M. and Oh, T.H. and Bae, S.H.", TITLE = "Distilling Global and Local Logits with Densely Connected Relations", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6270-6280", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116203"} @inproceedings{bb120063, AUTHOR = "Kim, K. and Ji, B. and Yoon, D. and Hwang, S.", TITLE = "Self-Knowledge Distillation with Progressive Refinement of Targets", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "6547-6556", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116204"} @inproceedings{bb120064, AUTHOR = "Son, W. and Na, J. and Choi, J. and Hwang, W.J.", TITLE = "Densely Guided Knowledge Distillation using Multiple Teacher Assistants", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9375-9384", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116205"} @inproceedings{bb120065, AUTHOR = "Tejankar, A. and Koohpayegani, S.A. and Pillai, V. and Favaro, P. and Pirsiavash, H.", TITLE = "ISD: Self-Supervised Learning by Iterative Similarity Distillation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "9589-9598", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116206"} @inproceedings{bb120066, AUTHOR = "Zhou, S. and Wang, Y.C. and Chen, D.F. and Chen, J.W. and Wang, X. and Wang, C. and Bu, J.J.", TITLE = "Distilling Holistic Knowledge with Graph Neural Networks", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10367-10376", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116207"} @inproceedings{bb120067, AUTHOR = "Shang, Y.Z. and Duan, B. and Zong, Z.L. and Nie, L.Q. and Yan, Y.", TITLE = "Lipschitz Continuity Guided Knowledge Distillation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10655-10664", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116208"} @inproceedings{bb120068, AUTHOR = "Li, Z. and Ye, J.W. and Song, M.L. and Huang, Y. and Pan, Z.", TITLE = "Online Knowledge Distillation for Efficient Pose Estimation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "11720-11730", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116209"} @inproceedings{bb120069, AUTHOR = "Dai, R. and Das, S. and Bremond, F.", TITLE = "Learning an Augmented RGB Representation with Cross-Modal Knowledge Distillation for Action Detection", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "13033-13044", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116210"} @inproceedings{bb120070, AUTHOR = "Xiang, S. and Gu, Y.M. and Xiang, P.D. and Chai, M.L. and Li, H. and Zhao, Y.J. and He, M.M.", TITLE = "DisUnknown: Distilling Unknown Factors for Disentanglement Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "14790-14799", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116211"} @inproceedings{bb120071, AUTHOR = "Diomataris, M. and Gkanatsios, N. and Pitsikalis, V. and Maragos, P.", TITLE = "Grounding Consistency: Distilling Spatial Common Sense for Precise Visual Relationship Detection", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "15891-15900", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116212"} @inproceedings{bb120072, AUTHOR = "Zi, B. and Zhao, S.H. and Ma, X.J. and Jiang, Y.G.", TITLE = "Revisiting Adversarial Robustness Distillation: Robust Soft Labels Make Student Better", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "16423-16432", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116213"} @inproceedings{bb120073, AUTHOR = "Zheng, H. and Yang, H. and Fu, J.L. and Zha, Z.J. and Luo, J.B.", TITLE = "Learning Conditional Knowledge Distillation for Degraded-Reference Image Quality Assessment", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "10222-10231", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116214"} @inproceedings{bb120074, AUTHOR = "Liu, L. and Huang, Q. and Lin, S. and Xie, H.W. and Wang, B. and Chang, X.J. and Liang, X.D.", TITLE = "Exploring Inter-Channel Correlation for Diversity-preserved Knowledge Distillation", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "8251-8260", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116215"} @inproceedings{bb120075, AUTHOR = "Wang, H. and Deng, Y.F. and Yoo, S. and Ling, H.B. and Lin, Y.W.", TITLE = "AGKD-BML: Defense Against Adversarial Attack by Attention Guided Knowledge Distillation and Bi-directional Metric Learning", BOOKTITLE = ICCV21, YEAR = "2021", PAGES = "7638-7647", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116216"} @inproceedings{bb120076, AUTHOR = "Li, C.C. and Wang, Z. and Qi, H.R.", TITLE = "Online Knowledge Distillation by Temporal-Spatial Boosting", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3482-3491", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116217"} @inproceedings{bb120077, AUTHOR = "Zheng, Z.Z. and Peng, X.", TITLE = "Self-Guidance: Improve Deep Neural Network Generalization via Knowledge Distillation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3451-3460", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116218"} @inproceedings{bb120078, AUTHOR = "Zhang, H. and Fromont, E. and Lefevre, S. and Avignon, B.", TITLE = "Low-cost Multispectral Scene Analysis with Modality Distillation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "3331-3340", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116219"} @inproceedings{bb120079, AUTHOR = "Vo, D.M. and Sugimoto, A. and Nakayama, H.", TITLE = "PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1422-1430", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116220"} @inproceedings{bb120080, AUTHOR = "Kobayashi, T.", TITLE = "Extractive Knowledge Distillation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1350-1359", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116221"} @inproceedings{bb120081, AUTHOR = "Nguyen, C.H. and Nguyen, T.C. and Tang, T.N. and Phan, N.L.H.", TITLE = "Improving Object Detection by Label Assignment Distillation", BOOKTITLE = WACV22, YEAR = "2022", PAGES = "1322-1331", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116222"} @inproceedings{bb120082, AUTHOR = "Meng, Z. and Yao, X. and Sun, L.F.", TITLE = "Multi-Task Distillation: Towards Mitigating the Negative Transfer in Multi-Task Learning", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "389-393", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116223"} @inproceedings{bb120083, AUTHOR = "Tang, Q. and Xu, X.G. and Wang, J.", TITLE = "Differentiable Dynamic Channel Association for Knowledge Distillation", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "414-418", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116224"} @inproceedings{bb120084, AUTHOR = "Tran, V. and Wang, Y. and Zhang, Z.K. and Hoai, M.", TITLE = "Knowledge Distillation for Human Action Anticipation", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "2518-2522", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116225"} @inproceedings{bb120085, AUTHOR = "Tran, V. and Balasubramanian, N. and Hoai, M.", TITLE = "Progressive Knowledge Distillation for Early Action Recognition", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "2583-2587", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116226"} @inproceedings{bb120086, AUTHOR = "Rotman, M. and Wolf, L.B.", TITLE = "Natural Statistics of Network Activations and Implications for Knowledge Distillation", BOOKTITLE = ICIP21, YEAR = "2021", PAGES = "399-403", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116227"} @inproceedings{bb120087, AUTHOR = "Banitalebi Dehkordi, A.", TITLE = "Knowledge Distillation for Low-Power Object Detection: A Simple Technique and Its Extensions for Training Compact Models Using Unlabeled Data", BOOKTITLE = LPCV21, YEAR = "2021", PAGES = "769-778", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116228"} @inproceedings{bb120088, AUTHOR = "Zhu, J. and Tang, S.X. and Chen, D.P. and Yu, S.J. and Liu, Y.K. and Rong, M.Z. and Yang, A. and Wang, X.H.", TITLE = "Complementary Relation Contrastive Distillation", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "9256-9265", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116229"} @inproceedings{bb120089, AUTHOR = "Jung, S. and Lee, D.G. and Park, T. and Moon, T.", TITLE = "Fair Feature Distillation for Visual Recognition", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "12110-12119", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116230"} @inproceedings{bb120090, AUTHOR = "Ghosh, P. and Saini, N. and Davis, L.S. and Shrivastava, A.", TITLE = "Learning Graphs for Knowledge Transfer with Limited Labels", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "11146-11156", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116231"} @inproceedings{bb120091, AUTHOR = "Huang, Z. and Shen, X. and Xing, J. and Liu, T.L. and Tian, X.M. and Li, H.Q. and Deng, B. and Huang, J.Q. and Hua, X.S.", TITLE = "Revisiting Knowledge Distillation: An Inheritance and Exploration Framework", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "3578-3587", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116232"} @inproceedings{bb120092, AUTHOR = "Chen, P.G. and Liu, S. and Zhao, H.S. and Jia, J.Y.", TITLE = "Distilling Knowledge via Knowledge Review", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "5006-5015", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116233"} @inproceedings{bb120093, AUTHOR = "Ji, M. and Shin, S.J. and Hwang, S.H. and Park, G. and Moon, I.C.", TITLE = "Refine Myself by Teaching Myself: Feature Refinement via Self-Knowledge Distillation", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "10659-10668", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116234"} @inproceedings{bb120094, AUTHOR = "Salehi, M. and Sadjadi, N. and Baselizadeh, S. and Rohban, M.H. and Rabiee, H.R.", TITLE = "Multiresolution Knowledge Distillation for Anomaly Detection", BOOKTITLE = CVPR21, YEAR = "2021", PAGES = "14897-14907", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116235"} @inproceedings{bb120095, AUTHOR = "Haselhoff, A. and Kronenberger, J. and Kuppers, F. and Schneider, J.", TITLE = "Towards Black-Box Explainability with Gaussian Discriminant Knowledge Distillation", BOOKTITLE = SAIAD21, YEAR = "2021", PAGES = "21-28", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116236"} @inproceedings{bb120096, AUTHOR = "Yang, L. and Xu, K.", TITLE = "Cross Modality Knowledge Distillation for Multi-modal Aerial View Object Classification", BOOKTITLE = NTIRE21, YEAR = "2021", PAGES = "382-387", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116237"} @inproceedings{bb120097, AUTHOR = "Bhat, P. and Arani, E. and Zonooz, B.", TITLE = "Distill on the Go: Online knowledge distillation in self-supervised learning", BOOKTITLE = LLID21, YEAR = "2021", PAGES = "2672-2681", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116238"} @inproceedings{bb120098, AUTHOR = "Okuno, T. and Nakata, Y. and Ishii, Y. and Tsukizawa, S.", TITLE = "Lossless AI: Toward Guaranteeing Consistency between Inferences Before and After Quantization via Knowledge Distillation", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116239"} @inproceedings{bb120099, AUTHOR = "Nayak, G.K. and Mopuri, K.R. and Chakraborty, A.", TITLE = "Effectiveness of Arbitrary Transfer Sets for Data-free Knowledge Distillation", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "1429-1437", BIBSOURCE = "http://www.visionbib.com/bibliography/match600kdis2.html#TT116240"}