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a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "19187-19197", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116655"} @inproceedings{bb120516, AUTHOR = "Nauta, M. and Schlotterer, J. and van Keulen, M. and Seifert, C.", TITLE = "PIP-Net: Patch-Based Intuitive Prototypes for Interpretable Image Classification", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "2744-2753", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116656"} @inproceedings{bb120517, AUTHOR = "Fel, T. and Picard, A. and Bethune, L. and Boissin, T. and Vigouroux, D. and Colin, J. and Cadenc, R. and Serre, T.", TITLE = "CRAFT: Concept Recursive Activation FacTorization for Explainability", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "2711-2721", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116657"} @inproceedings{bb120518, AUTHOR = "Santhirasekaram, A. and Kori, A. and Winkler, M. and Rockall, A. and Toni, F. and Glocker, B.", TITLE = "Robust Hierarchical Symbolic Explanations in Hyperbolic Space for Image Classification", BOOKTITLE = TAG-PRA23, YEAR = "2023", PAGES = "561-570", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116658"} @inproceedings{bb120519, AUTHOR = "Zhao, Z.X. and Zhang, J.S. and Bai, H. and Wang, Y.C. and Cui, Y.K. and Deng, L. and Sun, K. and Zhang, C.X. and Liu, J. and Xu, S.", TITLE = "Deep Convolutional Sparse Coding Networks for Interpretable Image Fusion", BOOKTITLE = AML23, YEAR = "2023", PAGES = "2369-2377", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116659"} @inproceedings{bb120520, AUTHOR = "Akash Guna, R.T. and Benitez, R. and Sikha, O.K.", TITLE = "Ante-Hoc Generation of Task-Agnostic Interpretation Maps", BOOKTITLE = XAI4CV23, YEAR = "2023", PAGES = "3764-3769", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116660"} 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Not Understanding: Recognizing and Addressing Underspecification in Machine Learning", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XXIII:458-476", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116664"} @inproceedings{bb120525, AUTHOR = "Sovatzidi, G. and Vasilakakis, M.D. and Iakovidis, D.K.", TITLE = "Automatic Fuzzy Graph Construction For Interpretable Image Classification", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "3743-3747", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116665"} @inproceedings{bb120526, AUTHOR = "Chari, P. and Ba, Y.H. and Athreya, S. and Kadambi, A.", TITLE = "MIME: Minority Inclusion for Majority Group Enhancement of AI Performance", BOOKTITLE = ECCV22, YEAR = "2022", PAGES = "XIII:326-343", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116666"} @inproceedings{bb120527, AUTHOR = "Deng, A. and Li, S. and Xiong, M. and Chen, Z. and Hooi, B.", TITLE = "Trust, but Verify: Using 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A Bridge Between Machine Vision and Natural Language Processing", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "257-273", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116685"} @inproceedings{bb120546, AUTHOR = "Petkovic, D. and Alavi, A. and Cai, D. and Wong, M.", TITLE = "Random Forest Model and Sample Explainer for Non-experts in Machine Learning: Two Case Studies", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "62-75", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116686"} @inproceedings{bb120547, AUTHOR = "Muddamsetty, S.M. and Jahromi, M.N.S. and Moeslund, T.B.", TITLE = "Expert Level Evaluations for Explainable Ai (XAI) Methods in the Medical Domain", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "35-46", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116687"} @inproceedings{bb120548, AUTHOR = "Muddamsetty, S.M. and Mohammad, N.S.J. and Moeslund, T.B.", TITLE = "SIDU: Similarity Difference And Uniqueness Method for Explainable AI", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "3269-3273", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116688"} @inproceedings{bb120549, AUTHOR = "Sun, Y.C. and Chockler, H. and Huang, X.W. and Kroening, D.", TITLE = "Explaining Image Classifiers Using Statistical Fault Localization", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVIII:391-406", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116689"} @inproceedings{bb120550, AUTHOR = "Choi, H. and Som, A. and Turaga, P.", TITLE = "AMC-Loss: Angular Margin Contrastive Loss for Improved Explainability in Image Classification", BOOKTITLE = Diff-CVML20, YEAR = "2020", PAGES = "3659-3666", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116690"} @inproceedings{bb120551, AUTHOR = "Parafita, A. and Vitria, J.", TITLE = "Explaining Visual Models by Causal Attribution", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4167-4175", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116691"} @inproceedings{bb120552, AUTHOR = "Schlegel, U. and Arnout, H. and El Assady, M. and Oelke, D. and Keim, D.A.", TITLE = "Towards A Rigorous Evaluation Of XAI Methods On Time Series", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4197-4201", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116692"} @inproceedings{bb120553, AUTHOR = "Fong, R.C. and Vedaldi, A.", TITLE = "Interpretable Explanations of Black Boxes by Meaningful Perturbation", BOOKTITLE = ICCV17, YEAR = "2017", PAGES = "3449-3457", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116693"} @inproceedings{bb120554, AUTHOR = "Hossam, M. and Le, T. and Zhao, H. and Phung, D.", TITLE = "Explain2Attack: Text Adversarial Attacks via Cross-Domain Interpretability", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "8922-8928", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116694"} @inproceedings{bb120555, AUTHOR = "Plummer, B.A. and Vasileva, M.I. and Petsiuk, V. and Saenko, K. and Forsyth, D.A.", TITLE = "Why Do These Match? Explaining the Behavior of Image Similarity Models", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XI:652-669", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116695"} @inproceedings{bb120556, AUTHOR = "Cheng, X. and Rao, Z. and Chen, Y. and Zhang, Q.", TITLE = "Explaining Knowledge Distillation by Quantifying the Knowledge", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12922-12932", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116696"} @inproceedings{bb120557, AUTHOR = "Chen, Y.", TITLE = "Nonparametric Learning Via Successive Subspace Modeling (SSM)", BOOKTITLE = ICIP19, YEAR = "2019", PAGES = "3031-3032", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116697"} @inproceedings{bb120558, AUTHOR = "Shi, J.X. and Zhang, H.W. and Li, J.Z.", TITLE = "Explainable and Explicit Visual Reasoning Over Scene Graphs", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "8368-8376", BIBSOURCE = "http://www.visionbib.com/bibliography/match600expai3.html#TT116698"} @article{bb120559, AUTHOR = "Yu, R.N. and Liu, S.H. and Wang, X.C.", TITLE = "Dataset Distillation: A Comprehensive Review", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "150-170", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116699"} @article{bb120560, AUTHOR = "Lei, S. and Tao, D.C.", TITLE = "A Comprehensive Survey of Dataset Distillation", JOURNAL = PAMI, VOLUME = "46", YEAR = "2024", NUMBER = "1", MONTH = "January", PAGES = "17-32", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116700"} @inproceedings{bb120561, AUTHOR = "Zhu, D.Y. and Fang, Y.B. and Lei, B. and Xie, Y.Q. and Xu, D.K. and Zhang, J. and Zhang, R.", TITLE = "Rethinking Data Distillation: Do Not Overlook Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4912-4922", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116701"} 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You, Y.", TITLE = "DREAM: Efficient Dataset Distillation by Representative Matching", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17268-17278", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116705"} @inproceedings{bb120566, AUTHOR = "Liu, S. and Wang, X.C.", TITLE = "Few-Shot Dataset Distillation via Translative Pre-Training", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18608-18618", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116706"} @inproceedings{bb120567, AUTHOR = "Mazumder, A. and Baruah, T. and Singh, A.K. and Murthy, P.K. and Pattanaik, V. and Rathore, P.", TITLE = "DeepVAT: A Self-Supervised Technique for Cluster Assessment in Image Datasets", BOOKTITLE = VIPriors23, YEAR = "2023", PAGES = "187-195", BIBSOURCE = "http://www.visionbib.com/bibliography/match600dsdi3.html#TT116707"} @inproceedings{bb120568, AUTHOR = "Zhang, L. and Zhang, J. and Lei, B. and Mukherjee, S. and Pan, X. and Zhao, B. and Ding, C. and Li, Y. and Xu, 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Chen, B.", TITLE = "Generalized zero-shot classification via iteratively generating and selecting unseen samples", JOURNAL = SP:IC, VOLUME = "92", YEAR = "2021", PAGES = "116115", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116719"} @article{bb120581, AUTHOR = "Zhai, Z.B. and Li, X. and Chang, Z.H.", TITLE = "Center-VAE with discriminative and semantic-relevant fine-tuning features for generalized zero-shot learning", JOURNAL = SP:IC, VOLUME = "111", YEAR = "2023", PAGES = "116897", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116720"} @article{bb120582, AUTHOR = "Pang, S. and He, X. and Hao, W.Y. and Long, Y.", TITLE = "Feature fine-tuning and attribute representation transformation for zero-shot learning", JOURNAL = CVIU, VOLUME = "236", YEAR = "2023", PAGES = "103811", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116721"} @inproceedings{bb120583, AUTHOR = "Goyal, S. and Kumar, A. and Garg, S. and Kolter, Z. and Raghunathan, A.", TITLE = "Finetune like you pretrain: Improved finetuning of zero-shot vision models", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "19338-19347", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116722"} @inproceedings{bb120584, AUTHOR = "Han, C. and Wang, Q.F. and Cui, Y.M. and Cao, Z.W. and Wang, W.G. and Qi, S.Y. and Liu, D.F.", TITLE = "E2VPT: An Effective and Efficient Approach for Visual Prompt Tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17445-17456", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116723"} @inproceedings{bb120585, AUTHOR = "Jie, S. and Wang, H.Q. and Deng, Z.H.", TITLE = "Revisiting the Parameter Efficiency of Adapters from the Perspective of Precision Redundancy", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17171-17180", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116724"} @inproceedings{bb120586, AUTHOR = "Yang, Y.Q. and Huang, L.K. and Wei, Y.", TITLE = "Concept-wise Fine-tuning Matters in Preventing Negative Transfer", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18707-18717", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116725"} @inproceedings{bb120587, AUTHOR = "Li, H. and Fowlkes, C. and Yang, H. and Dabeer, O. and Tu, Z.W. and Soatto, S.", TITLE = "Guided Recommendation for Model Fine-Tuning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "3633-3642", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116726"} @inproceedings{bb120588, AUTHOR = "Wang, J.Y. and Xu, Y.H. and Hu, J. and Yan, M. and Sang, J. and Qian, Q.", TITLE = "Improved Visual Fine-tuning with Natural Language Supervision", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "11865-11875", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116727"} @inproceedings{bb120589, AUTHOR = "Tian, J.J. and Dai, X.L. and Ma, C.Y. and He, Z.C. and Liu, Y.C. and Kira, Z.", TITLE = "Trainable Projected Gradient Method for Robust Fine-Tuning", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "7836-7845", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116728"} @inproceedings{bb120590, AUTHOR = "Zhou, N. and Chen, J.X. and Huang, D.", TITLE = "DR-Tune: Improving Fine-tuning of Pretrained Visual Models by Distribution Regularization with Semantic Calibration", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "1547-1556", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116729"} @inproceedings{bb120591, AUTHOR = "Singh, A. and Sarangmath, K. and Chattopadhyay, P. and Hoffman, J.", TITLE = "Benchmarking Low-Shot Robustness to Natural Distribution Shifts", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "16186-16196", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116730"} @inproceedings{bb120592, AUTHOR = "Xie, E. and Yao, L.W. and Shi, H. and Liu, Z. and Zhou, D. and Liu, Z.Q. and Li, J.W. and Li, Z.G.", TITLE = "DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "4207-4216", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116731"} @inproceedings{bb120593, AUTHOR = "Liu, T.Y. and Soatto, S.", TITLE = "Tangent Model Composition for Ensembling and Continual Fine-tuning", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "18630-18640", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116732"} @inproceedings{bb120594, AUTHOR = "Tao, R. and Chen, H. and Savvides, M.", TITLE = "Boosting Transductive Few-Shot Fine-tuning with Margin-based Uncertainty Weighting and Probability Regularization", BOOKTITLE = CVPR23, YEAR = "2023", PAGES = "15752-15761", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116733"} @inproceedings{bb120595, AUTHOR = "Shen, T.Y. and Lee, C. and Narayanan, V.", TITLE = "Multi-Exit Vision Transformer with Custom Fine-Tuning for Fine-Grained 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ICCV21, YEAR = "2021", PAGES = "5077-5086", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116737"} @inproceedings{bb120599, AUTHOR = "Chamand, B. and Risser Maroix, O. and Kurtz, C. and Joly, P. and Lomenie, N.", TITLE = "Fine-Tune Your Classifier: Finding Correlations with Temperature", BOOKTITLE = ICIP22, YEAR = "2022", PAGES = "2766-2770", BIBSOURCE = "http://www.visionbib.com/bibliography/match600fitu4.html#TT116738"}