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re-setting vision transformer",
JOURNAL = PR,
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JOURNAL = PR,
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YEAR = "2025",
PAGES = "111374",
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AUTHOR = "Wang, T.J. and Bao, C.L. and Shi, Z.Q.",
TITLE = "Convection-Diffusion Equation: A Theoretically Certified Framework
for Neural Networks",
JOURNAL = PAMI,
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NUMBER = "5",
MONTH = "May",
PAGES = "4170-4182",
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@article{bb160203,
AUTHOR = "Nieradzik, L. and Stephani, H. and Keuper, J.",
TITLE = "Reliable Evaluation of Attribution Maps in CNNs:
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JOURNAL = IJCV,
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YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2392-2409",
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AUTHOR = "Han, S.H. and Choi, H.J.",
TITLE = "Attribute-guided Relevance Propagation for interpreting image
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JOURNAL = CVIU,
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YEAR = "2025",
PAGES = "104370",
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AUTHOR = "Wu, W.H. and Ye, C.M. and Liao, X.F.",
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JOURNAL = JVCIR,
VOLUME = "110",
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PAGES = "104467",
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AUTHOR = "Chen, T.R. and Zhang, L. and Guo, W.W. and Zhang, Z.H. and Datcu, M.",
TITLE = "Analyzing the Adversarial Robustness and Interpretability of Deep SAR
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YEAR = "2025",
NUMBER = "11",
PAGES = "1943",
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AUTHOR = "Mikriukov, G. and Schwalbe, G. and Bade, K.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
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JOURNAL = IJCV,
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MONTH = "August",
PAGES = "5649-5699",
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AUTHOR = "Bade, K. and Schwalbe, G. and Mikriukov, G.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
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MONTH = "October",
PAGES = "7511-7511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156070"}
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Concept-Based CNN Explanations",
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NUMBER = "9",
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AUTHOR = "Yang, P. and Wen, Z.Y. and Mian, A.",
TITLE = "Multi-Grained Interpretable Network for Image Recognition",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3815-3821",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156124"}
@inproceedings{bb160263,
AUTHOR = "Bayer, J. and Munch, D. and Arens, M.",
TITLE = "Deep Saliency Map Generators for Multispectral Video Classification",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "3757-3764",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156125"}
@inproceedings{bb160264,
AUTHOR = "Cunico, F. and Capogrosso, L. and Setti, F. and Carra, D. and Fummi, F. and Cristani, M.",
TITLE = "I-SPLIT: Deep Network Interpretability for Split Computing",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "2575-2581",
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@inproceedings{bb160265,
AUTHOR = "Cekic, M. and Bakiskan, C. and Madhow, U.",
TITLE = "Neuro-Inspired Deep Neural Networks with Sparse, Strong Activations",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3843-3847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156127"}
@inproceedings{bb160266,
AUTHOR = "Kherchouche, A. and Ben Ahmed, O. and Guillevin, C. and Tremblais, B. and Julian, A. and Guillevin, R.",
TITLE = "MRS-XNet: An Explainable One-Dimensional Deep Neural Network for
Magnetic Spectroscopic Data Classification",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "3923-3927",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156128"}
@inproceedings{bb160267,
AUTHOR = "Rao, S. and Bohle, M. and Schiele, B.",
TITLE = "Towards Better Understanding Attribution Methods",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10213-10222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156129"}
@inproceedings{bb160268,
AUTHOR = "Keswani, M. and Ramakrishnan, S. and Reddy, N. and Balasubramanian, V.N.",
TITLE = "Proto2Proto: Can you recognize the car, the way I do?",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "10223-10233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156130"}
@inproceedings{bb160269,
AUTHOR = "Chakraborty, T. and Trehan, U. and Mallat, K. and Dugelay, J.L.",
TITLE = "Generalizing Adversarial Explanations with Grad-CAM",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "186-192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156131"}
@inproceedings{bb160270,
AUTHOR = "Dravid, A. and Schiffers, F. and Gong, B.Q. and Katsaggelos, A.K.",
TITLE = "medXGAN: Visual Explanations for Medical Classifiers through a
Generative Latent Space",
BOOKTITLE = FaDE-TCV22,
YEAR = "2022",
PAGES = "2935-2944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156132"}
@inproceedings{bb160271,
AUTHOR = "Somepalli, G. and Fowl, L. and Bansal, A. and Yeh Chiang, P. and Dar, Y. and Baraniuk, R. and Goldblum, M. and Goldstein, T.",
TITLE = "Can Neural Nets Learn the Same Model Twice? Investigating
Reproducibility and Double Descent from the Decision Boundary
Perspective",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13689-13698",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156133"}
@inproceedings{bb160272,
AUTHOR = "Sandoval Segura, P. and Singla, V. and Fowl, L. and Geiping, J. and Goldblum, M. and Jacobs, D. and Goldstein, T.",
TITLE = "Poisons that are learned faster are more effective",
BOOKTITLE = ArtOfRobust22,
YEAR = "2022",
PAGES = "197-204",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156134"}
@inproceedings{bb160273,
AUTHOR = "MacDonald, L.E. and Ramasinghe, S. and Lucey, S.",
TITLE = "Enabling Equivariance for Arbitrary Lie Groups",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "8173-8182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156135"}
@inproceedings{bb160274,
AUTHOR = "Kocasari, U. and Zaman, K. and Tiftikci, M. and Simsar, E. and Yanardag, P.",
TITLE = "Rank in Style: A Ranking-based Approach to Find Interpretable
Directions",
BOOKTITLE = CVFAD22,
YEAR = "2022",
PAGES = "2293-2297",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156136"}
@inproceedings{bb160275,
AUTHOR = "Marathe, A. and Jain, P. and Walambe, R. and Kotecha, K.",
TITLE = "RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration
via Explainable AI Systems",
BOOKTITLE = V4AS22,
YEAR = "2022",
PAGES = "3029-3038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156137"}
@inproceedings{bb160276,
AUTHOR = "Dittakavi, B. and Bavikadi, D. and Desai, S.V. and Chakraborty, S. and Reddy, N. and Balasubramanian, V.N. and Callepalli, B. and Sharma, A.",
TITLE = "Pose Tutor: An Explainable System for Pose Correction in the Wild",
BOOKTITLE = CVSports22,
YEAR = "2022",
PAGES = "3539-3548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156138"}
@inproceedings{bb160277,
AUTHOR = "Zhang, Y.F. and Jiang, M. and Zhao, Q.",
TITLE = "Query and Attention Augmentation for Knowledge-Based Explainable
Reasoning",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "15555-15564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156139"}
@inproceedings{bb160278,
AUTHOR = "Chockler, H. and Kroening, D. and Sun, Y.C.",
TITLE = "Explanations for Occluded Images",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1214-1223",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156140"}
@inproceedings{bb160279,
AUTHOR = "Rodriguez, P. and Caccia, M. and Lacoste, A. and Zamparo, L. and Laradji, I. and Charlin, L. and Vazquez, D.",
TITLE = "Beyond Trivial Counterfactual Explanations with Diverse Valuable
Explanations",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1036-1045",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156141"}
@inproceedings{bb160280,
AUTHOR = "Kobs, K. and Steininger, M. and Dulny, A. and Hotho, A.",
TITLE = "Do Different Deep Metric Learning Losses Lead to Similar Learned
Features?",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "10624-10634",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156142"}
@inproceedings{bb160281,
AUTHOR = "Jung, H. and Oh, Y.",
TITLE = "Towards Better Explanations of Class Activation Mapping",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1316-1324",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156143"}
@inproceedings{bb160282,
AUTHOR = "Lee, K.H. and Park, C. and Oh, J. and Kwak, N.",
TITLE = "LFI-CAM: Learning Feature Importance for Better Visual Explanation",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1335-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156144"}
@inproceedings{bb160283,
AUTHOR = "Lang, O. and Gandelsman, Y. and Yarom, M. and Wald, Y. and Elidan, G. and Hassidim, A. and Freeman, W.T. and Isola, P. and Globerson, A. and Irani, M. and Mosseri, I.",
TITLE = "Explaining in Style: Training a GAN to explain a classifier in
StyleSpace",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "673-682",
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@inproceedings{bb160284,
AUTHOR = "Li, L.Z. and Wang, B. and Verma, M. and Nakashima, Y. and Kawasaki, R. and Nagahara, H.",
TITLE = "SCOUTER: Slot Attention-based Classifier for Explainable Image
Recognition",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1026-1035",
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@inproceedings{bb160285,
AUTHOR = "Lerman, S. and Venuto, C. and Kautz, H. and Xu, C.L.",
TITLE = "Explaining Local, Global, And Higher-Order Interactions In Deep
Learning",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "1204-1213",
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@inproceedings{bb160286,
AUTHOR = "Anderson, C. and Farrell, R.",
TITLE = "Improving Fractal Pre-training",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "2412-2421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156148"}
@inproceedings{bb160287,
AUTHOR = "Guo, P. and Farrell, R.",
TITLE = "Semantic Network Interpretation",
BOOKTITLE = Explain-Bio22,
YEAR = "2022",
PAGES = "400-409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156149"}
@inproceedings{bb160288,
AUTHOR = "Watson, M. and Hasan, B.A.S. and Al Moubayed, N.",
TITLE = "Agree to Disagree: When Deep Learning Models With Identical
Architectures Produce Distinct Explanations",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1524-1533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156150"}
@inproceedings{bb160289,
AUTHOR = "Fel, T. and Vigouroux, D. and Cadene, R. and Serre, T.",
TITLE = "How Good is your Explanation? Algorithmic Stability Measures to
Assess the Quality of Explanations for Deep Neural Networks",
BOOKTITLE = WACV22,
YEAR = "2022",
PAGES = "1565-1575",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156151"}
@inproceedings{bb160290,
AUTHOR = "Hada, S.S. and Carreira Perpinan, M.A.",
TITLE = "Sampling the 'Inverse Set' of a Neuron",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3712-3716",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156152"}
@inproceedings{bb160291,
AUTHOR = "Sasdelli, M. and Ajanthan, T. and Chin, T.J. and Carneiro, G.",
TITLE = "A Chaos Theory Approach to Understand Neural Network Optimization",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156153"}
@inproceedings{bb160292,
AUTHOR = "Konate, S. and Lebrat, L. and Cruz, R.S. and Smith, E. and Bradley, A. and Fookes, C. and Salvado, O.",
TITLE = "A Comparison of Saliency Methods for Deep Learning Explainability",
BOOKTITLE = DICTA21,
YEAR = "2021",
PAGES = "01-08",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156154"}
@inproceedings{bb160293,
AUTHOR = "Khakzar, A. and Baselizadeh, S. and Khanduja, S. and Rupprecht, C. and Kim, S.T. and Navab, N.",
TITLE = "Neural Response Interpretation through the Lens of Critical Pathways",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "13523-13533",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156155"}
@inproceedings{bb160294,
AUTHOR = "Stammer, W. and Schramowski, P. and Kersting, K.",
TITLE = "Right for the Right Concept: Revising Neuro-Symbolic Concepts by
Interacting with their Explanations",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3618-3628",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156156"}
@inproceedings{bb160295,
AUTHOR = "Lim, D. and Lee, H. and Kim, S.",
TITLE = "Building Reliable Explanations of Unreliable Neural Networks: Locally
Smoothing Perspective of Model Interpretation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6464-6473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156157"}
@inproceedings{bb160296,
AUTHOR = "Chefer, H. and Gur, S. and Wolf, L.B.",
TITLE = "Transformer Interpretability Beyond Attention Visualization",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "782-791",
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@inproceedings{bb160297,
AUTHOR = "Shen, Y.J. and Zhou, B.",
TITLE = "Closed-Form Factorization of Latent Semantics in GANs",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1532-1540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156159"}
@inproceedings{bb160298,
AUTHOR = "Singla, S. and Nushi, B. and Shah, S. and Kamar, E. and Horvitz, E.",
TITLE = "Understanding Failures of Deep Networks via Robust Feature Extraction",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12848-12857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156160"}
@inproceedings{bb160299,
AUTHOR = "Poppi, S. and Cornia, M. and Baraldi, L. and Cucchiara, R.",
TITLE = "Revisiting The Evaluation of Class Activation Mapping for
Explainability: A Novel Metric and Experimental Analysis",
BOOKTITLE = RCV21,
YEAR = "2021",
PAGES = "2299-2304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT156161"}
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