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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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT152908"}
@inproceedings{bb157001,
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#TT152909"}
@inproceedings{bb157002,
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#TT152910"}
@inproceedings{bb157003,
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#TT152911"}
@inproceedings{bb157004,
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#TT152912"}
@inproceedings{bb157005,
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#TT152913"}
@inproceedings{bb157006,
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#TT152914"}
@inproceedings{bb157007,
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#TT152915"}
@inproceedings{bb157008,
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#TT152916"}
@inproceedings{bb157009,
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#TT152917"}
@inproceedings{bb157010,
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#TT152918"}
@inproceedings{bb157011,
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{bb157012,
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#TT152920"}
@inproceedings{bb157013,
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#TT152921"}
@inproceedings{bb157014,
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#TT152922"}
@inproceedings{bb157015,
AUTHOR = "Rahnama, A. and Tseng, A.",
TITLE = "An Adversarial Approach for Explaining the Predictions of Deep Neural
Networks",
BOOKTITLE = TCV21,
YEAR = "2021",
PAGES = "3247-3256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT152923"}
@inproceedings{bb157016,
AUTHOR = "Wang, B. and Li, L.Z. and Verma, M. and Nakashima, Y. and Kawasaki, R. and Nagahara, H.",
TITLE = "MTUNet: Few-shot Image Classification with Visual Explanations",
BOOKTITLE = RCV21,
YEAR = "2021",
PAGES = "2294-2298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT152924"}
@inproceedings{bb157017,
AUTHOR = "Rosenzweig, J. and Sicking, J. and Houben, S. and Mock, M. and Akila, M.",
TITLE = "Patch Shortcuts: Interpretable Proxy Models Efficiently Find
Black-Box Vulnerabilities",
BOOKTITLE = SAIAD21,
YEAR = "2021",
PAGES = "56-65",
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@inproceedings{bb157018,
AUTHOR = "Chen, Q.X. and Li, P.F. and Xu, M. and Qi, X.J.",
TITLE = "Sparse Activation Maps for Interpreting 3D Object Detection",
BOOKTITLE = SAIAD21,
YEAR = "2021",
PAGES = "76-84",
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@inproceedings{bb157019,
AUTHOR = "Jaworek Korjakowska, J. and Kostuch, A. and Skruch, P.",
TITLE = "SafeSO: Interpretable and Explainable Deep Learning Approach for Seat
Occupancy Classification in Vehicle Interior",
BOOKTITLE = SAIAD21,
YEAR = "2021",
PAGES = "103-112",
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@inproceedings{bb157020,
AUTHOR = "Suzuki, M. and Kamcya, Y. and Kutsuna, T. and Mitsumoto, N.",
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Counterfactual Images",
BOOKTITLE = MVA21,
YEAR = "2021",
PAGES = "1-5",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT152928"}
@inproceedings{bb157021,
AUTHOR = "Li, Z.Q. and Wang, W.M. and Li, Z.Y. and Huang, Y.F. and Sato, Y.",
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Perturbation",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "1119-1128",
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@inproceedings{bb157022,
AUTHOR = "Oh, Y. and Jung, H. and Park, J. and Kim, M.S.",
TITLE = "EVET: Enhancing Visual Explanations of Deep Neural Networks Using
Image Transformations",
BOOKTITLE = WACV21,
YEAR = "2021",
PAGES = "3578-3586",
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AUTHOR = "Samangouei, P. and Saeedi, A. and Nakagawa, L. and Silberman, N.",
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@inproceedings{bb157025,
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Explanation: Application to Medical Image Classification",
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PAGES = "7188-7195",
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Network Attribution",
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@inproceedings{bb157050,
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@inproceedings{bb157051,
AUTHOR = "Chen, S. and Jiang, M. and Yang, J.H. and Zhao, Q.",
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@inproceedings{bb157052,
AUTHOR = "Ding, Y.K. and Liu, J.L. and Xiong, J.J. and Shi, Y.Y.",
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@inproceedings{bb157053,
AUTHOR = "Yang, Z.X. and Zhu, L.C. and Wu, Y. and Yang, Y.",
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@inproceedings{bb157054,
AUTHOR = "Xu, S. and Venugopalan, S. and Sundararajan, M.",
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@inproceedings{bb157055,
AUTHOR = "Ramanujan, V. and Wortsman, M. and Kembhavi, A. and Farhadi, A. and Rastegari, M.",
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@inproceedings{bb157056,
AUTHOR = "Bansal, N. and Agarwal, C. and Nguyen, A.",
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AUTHOR = "Nguyen, A. and Agarwal, C. and Bansal, N.",
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@inproceedings{bb157058,
AUTHOR = "Kim, E. and Gopinath, D. and Pasareanu, C. and Seshia, S.A.",
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BOOKTITLE = CVPR20,
YEAR = "2020",
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@inproceedings{bb157059,
AUTHOR = "Jalwana, M.A.A.K. and Akhtar, N. and Bennamoun, M. and Mian, A.",
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BOOKTITLE = CVPR20,
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@inproceedings{bb157060,
AUTHOR = "Koperski, M. and Konopczynski, T. and Nowak, R. and Semberecki, P. and Trzcinski, T.",
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@inproceedings{bb157061,
AUTHOR = "Chen, L. and Chen, J. and Hajimirsadeghi, H. and Mori, G.",
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@inproceedings{bb157063,
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@inproceedings{bb157064,
AUTHOR = "Gkalelis, N. and Mezaris, V.",
TITLE = "Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep
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BOOKTITLE = Preregister19,
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