@inproceedings{bb159100,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Wang, X.Y. and Jing, L.P.",
TITLE = "Interpretable Image Recognition by Constructing Transparent Embedding
Space",
BOOKTITLE = ICCV21,
YEAR = "2021",
PAGES = "875-884",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154963"}
@article{bb159101,
AUTHOR = "Luo, J.Q. and Xu, S.X.",
TITLE = "NCART: Neural Classification and Regression Tree for tabular data",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110578",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154964"}
@article{bb159102,
AUTHOR = "Islam, M.T. and Xing, L.",
TITLE = "Deciphering the Feature Representation of Deep Neural Networks for
High-Performance AI",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "5273-5287",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154965"}
@article{bb159103,
AUTHOR = "Remusati, H. and Caillec, J.M.L. and Schneider, J.Y. and Petit Frere, J. and Merlet, T.",
TITLE = "Generative Adversarial Networks for SAR Automatic Target Recognition
and Classification Models Enhanced Explainability: Perspectives and
Challenges",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "14",
PAGES = "2569",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154966"}
@article{bb159104,
AUTHOR = "Valle, M.E.",
TITLE = "Understanding Vector-Valued Neural Networks and Their Relationship
With Real and Hypercomplex-Valued Neural Networks: Incorporating
intercorrelation between features into neural networks",
JOURNAL = SPMag,
VOLUME = "41",
YEAR = "2024",
NUMBER = "3",
MONTH = "May",
PAGES = "49-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154967"}
@article{bb159105,
AUTHOR = "Shin, Y.M. and Kim, S.W. and Shin, W.Y.",
TITLE = "PAGE: Prototype-Based Model-Level Explanations for Graph Neural
Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "10",
MONTH = "October",
PAGES = "6559-6576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154968"}
@article{bb159106,
AUTHOR = "Zhuo, Y. and Ge, Z.Q.",
TITLE = "IG2: Integrated Gradient on Iterative Gradient Path for Feature
Attribution",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7173-7190",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154969"}
@article{bb159107,
AUTHOR = "Chormai, P. and Herrmann, J. and Muller, K.R. and Montavon, G.",
TITLE = "Disentangled Explanations of Neural Network Predictions by Finding
Relevant Subspaces",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "7283-7299",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154970"}
@article{bb159108,
AUTHOR = "Su, X.Z. and Qiang, W.W. and Hu, J. and Zheng, C.W. and Wu, F.G. and Sun, F.C.",
TITLE = "Intriguing Property and Counterfactual Explanation of GAN for Remote
Sensing Image Generation",
JOURNAL = IJCV,
VOLUME = "132",
YEAR = "2024",
NUMBER = "11",
MONTH = "November",
PAGES = "5192-5216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154971"}
@article{bb159109,
AUTHOR = "Xiao, T.X. and Zhang, W. and Cheng, Y.X. and Suo, J.",
TITLE = "HOPE: High-Order Polynomial Expansion of Black-Box Neural Networks",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "7924-7939",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154972"}
@article{bb159110,
AUTHOR = "Kowal, M. and Siam, M. and Islam, M.A. and Bruce, N.D.B. and Wildes, R.P. and Derpanis, K.G.",
TITLE = "Quantifying and Learning Static vs. Dynamic Information in Deep
Spatiotemporal Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "1",
MONTH = "January",
PAGES = "190-205",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154973"}
@inproceedings{bb159111,
AUTHOR = "Kowal, M. and Siam, M. and Islam, M.A. and Bruce, N.D.B. and Wildes, R.P. and Derpanis, K.G.",
TITLE = "A Deeper Dive Into What Deep Spatiotemporal Networks Encode:
Quantifying Static vs. Dynamic Information",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "13979-13989",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154974"}
@article{bb159112,
AUTHOR = "Wu, H.F. and Jiang, H. and Wang, K. and Tang, Z. and He, X.H. and Lin, L.",
TITLE = "Improving Network Interpretability via Explanation Consistency
Evaluation",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "11261-11273",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154975"}
@article{bb159113,
AUTHOR = "Batreddy, S. and Mishra, P. and Kakarla, Y. and Siripuram, A.",
TITLE = "Inpainting-Driven Graph Learning via Explainable Neural Networks",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "111-115",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154976"}
@article{bb159114,
AUTHOR = "Nam, W.J. and Lee, S.W.",
TITLE = "Illuminating Salient Contributions in Neuron Activation With
Attribution Equilibrium",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1120-1131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154977"}
@article{bb159115,
AUTHOR = "Zhang, R. and Du, X. and Yan, J.C. and Zhang, S.H.",
TITLE = "The Decoupling Concept Bottleneck Model",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "2",
MONTH = "February",
PAGES = "1250-1265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154978"}
@article{bb159116,
AUTHOR = "Rong, Y.B.",
TITLE = "Identifying Patterns for Convolutional Neural Networks in Regression
Tasks to Make Specific Predictions via Genetic Algorithms",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "626-630",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154979"}
@article{bb159117,
AUTHOR = "Liu, W.Q. and Liu, M.H. and Zheng, S.J. and Shen, S.Q. and Bian, X.S. and Zang, Y. and Zhong, P. and Wang, C.",
TITLE = "Interpreting Hidden Semantics in the Intermediate Layers of 3D Point
Cloud Classification Neural Network",
JOURNAL = MultMed,
VOLUME = "27",
YEAR = "2025",
PAGES = "965-977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154980"}
@article{bb159118,
AUTHOR = "Ning, C. and Gan, H.P.",
TITLE = "SS ViT: Observing pathologies of multi-layer perceptron weights and
re-setting vision transformer",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154981"}
@article{bb159119,
AUTHOR = "Chen, Y.M. and Wang, B. and Su, C.S. and Li, A. and Li, G. and Tang, Y.X.",
TITLE = "Striving for understanding: Deconstructing neural networks in
side-channel analysis",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111374",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154982"}
@article{bb159120,
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,
VOLUME = "47",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "4170-4182",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154983"}
@article{bb159121,
AUTHOR = "Nieradzik, L. and Stephani, H. and Keuper, J.",
TITLE = "Reliable Evaluation of Attribution Maps in CNNs:
A Perturbation-Based Approach",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "5",
MONTH = "May",
PAGES = "2392-2409",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154984"}
@article{bb159122,
AUTHOR = "Han, S.H. and Choi, H.J.",
TITLE = "Attribute-guided Relevance Propagation for interpreting image
classifier based on Deep Neural Networks",
JOURNAL = CVIU,
VOLUME = "258",
YEAR = "2025",
PAGES = "104370",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154985"}
@article{bb159123,
AUTHOR = "Wu, W.H. and Ye, C.M. and Liao, X.F.",
TITLE = "Seg-Cam: Enhancing interpretability analysis in segmentation networks",
JOURNAL = JVCIR,
VOLUME = "110",
YEAR = "2025",
PAGES = "104467",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154986"}
@article{bb159124,
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
Classification Models: A Comprehensive Examination of Their Reliability",
JOURNAL = RS,
VOLUME = "17",
YEAR = "2025",
NUMBER = "11",
PAGES = "1943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154987"}
@article{bb159125,
AUTHOR = "Mikriukov, G. and Schwalbe, G. and Bade, K.",
TITLE = "Local Concept Embeddings for Analysis of Concept Distributions in
Vision DNN Feature Spaces",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "8",
MONTH = "August",
PAGES = "5649-5699",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154988"}
@article{bb159126,
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,
VOLUME = "133",
YEAR = "2025",
NUMBER = "10",
MONTH = "October",
PAGES = "7511-7511",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154988"}
@article{bb159127,
AUTHOR = "Akpudo, U.E. and Gao, Y.S. and Zhou, J. and Lewis, A.",
TITLE = "CoPISan: Contrastive Perceptual Inference and Sanity Checks for
Concept-Based CNN Explanations",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "9",
MONTH = "September",
PAGES = "8193-8212",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154989"}
@article{bb159128,
AUTHOR = "Liu, J.Y. and Zhang, W.M. and Fang, H. and Zhou, W.B. and Chang, E.C. and Lam, S.K.",
TITLE = "Improving adversarial transferability and imperceptibility with loss
landscape and diffusion model",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154990"}
@article{bb159129,
AUTHOR = "Zhao, L.J. and Zhang, Y.F. and Wang, X. and Zhang, J.J. and Bai, H.H. and Wang, A.H.",
TITLE = "A survey on image compressive sensing: From classical theory to the
latest explicable deep learning",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112022",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154991"}
@inproceedings{bb159130,
AUTHOR = "Bozoukov, M.",
TITLE = "Uncovering Branch Specialization in InceptionV1 Using K Sparse
Autoencoders",
BOOKTITLE = InterpVis25,
YEAR = "2025",
PAGES = "4809-4813",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154992"}
@inproceedings{bb159131,
AUTHOR = "Mulye, M. and Valdenegro Toro, M.",
TITLE = "Uncertainty Quantification for Gradient-Based Explanations in Neural
Networks",
BOOKTITLE = Uncertainty25,
YEAR = "2025",
PAGES = "1743-1751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154993"}
@inproceedings{bb159132,
AUTHOR = "Hesse, R. and Fischer, J. and Schaub Meyer, S. and Roth, S.",
TITLE = "Disentangling Polysemantic Channels in Convolutional Neural Networks",
BOOKTITLE = InterpVis25,
YEAR = "2025",
PAGES = "4799-4803",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154994"}
@inproceedings{bb159133,
AUTHOR = "Liu, Y. and Zhang, T.W. and Gu, S.",
TITLE = "Hybrid Concept Bottleneck Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "20179-20189",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154995"}
@inproceedings{bb159134,
AUTHOR = "Benou, I. and Raviv, T.R.",
TITLE = "Show and Tell: Visually Explainable Deep Neural Nets via
Spatially-Aware Concept Bottleneck Models",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "30063-30072",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154996"}
@inproceedings{bb159135,
AUTHOR = "O'Mahony, L. and Nikolov, N.S. and O'Sullivan, D.J.P.",
TITLE = "Towards Utilising a Range of Neural Activations for Comprehending
Representational Associations",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "2495-2506",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154997"}
@inproceedings{bb159136,
AUTHOR = "Kim, J. and Wang, Z. and Qiu, Q.",
TITLE = "Constructing Concept-based Models to Mitigate Spurious Correlations
with Minimal Human Effort",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXX: 137-153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154998"}
@inproceedings{bb159137,
AUTHOR = "Subramanyam, R. and Thopalli, K. and Narayanaswamy, V. and Thiagarajan, J.J.",
TITLE = "Decider: Leveraging Foundation Model Priors for Improved Model Failure
Detection and Explanation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXIX: 465-482",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154999"}
@inproceedings{bb159138,
AUTHOR = "Hachiya, H. and Nisawa, D.",
TITLE = "Randomized Channel-pass Mask for Channel-wise Explanation of Black-box
Models",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 454-468",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155000"}
@inproceedings{bb159139,
AUTHOR = "Kim, S. and Ahn, D. and Ko, B.C. and Jang, I.S. and Kim, K.J.",
TITLE = "EQ-CBM: A Probabilistic Concept Bottleneck with Energy-based Models and
Quantized Vectors",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VII: 270-286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155001"}
@inproceedings{bb159140,
AUTHOR = "Ayyar, M.P. and Benois Pineau, J. and Zemmari, A.",
TITLE = "ET: Explain to Train: Leveraging Explanations to Enhance the Training
of a Multimodal Transformer",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "235-241",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155002"}
@inproceedings{bb159141,
AUTHOR = "Yarici, Y. and Kokilepersaud, K. and Prabhushankar, M. and Al Regib, G.",
TITLE = "Explaining Representation Learning with Perceptual Components",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "228-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155003"}
@inproceedings{bb159142,
AUTHOR = "Ko, M. and Kang, F.Y. and Shi, W.Y. and Jin, M. and Yu, Z. and Jia, R.X.",
TITLE = "The Mirrored Influence Hypothesis: Efficient Data Influence
Estimation by Harnessing Forward Passes",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "26276-26285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155004"}
@inproceedings{bb159143,
AUTHOR = "Augustin, M. and Neuhaus, Y. and Hein, M.",
TITLE = "DiG-IN: Diffusion Guidance for Investigating Networks: Uncovering
Classifier Differences, Neuron Visualisations, and Visual
Counterfactual Explanations",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11093-11103",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155005"}
@inproceedings{bb159144,
AUTHOR = "Yu, R.P. and Wang, X.C.",
TITLE = "Neural Lineage",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "4797-4807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155006"}
@inproceedings{bb159145,
AUTHOR = "Ahn, Y.H. and Kim, H.B. and Kim, S.T.",
TITLE = "WWW: A Unified Framework for Explaining what, Where and why of Neural
Networks by Interpretation of Neuron Concepts",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "10968-10977",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155007"}
@inproceedings{bb159146,
AUTHOR = "Chowdhury, T.F. and Liao, K. and Phan, V.M.H. and To, M.S. and Xie, Y.T. and Hung, K. and Ross, D. and van den Hengel, A.J. and Verjans, J.W. and Liao, Z.B.",
TITLE = "CAPE: CAM as a Probabilistic Ensemble for Enhanced DNN Interpretation",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "11072-11081",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155008"}
@inproceedings{bb159147,
AUTHOR = "Dreyer, M. and Achtibat, R. and Samek, W. and Lapuschkin, S.",
TITLE = "Understanding the (Extra-)Ordinary: Validating Deep Model Decisions
with Prototypical Concept-based Explanations",
BOOKTITLE = SAIAD24,
YEAR = "2024",
PAGES = "3491-3501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155009"}
@inproceedings{bb159148,
AUTHOR = "Ahmad, O. and Bereux, N. and Baret, L. and Hashemi, V. and Lecue, F.",
TITLE = "Causal Analysis for Robust Interpretability of Neural Networks",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4673-4682",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155010"}
@inproceedings{bb159149,
AUTHOR = "Kuttichira, D.P. and Azam, B. and Verma, B. and Rahman, A. and Wang, L. and Sattar, A.",
TITLE = "Neural Network Feature Explanation Using Neuron Activation Rate Based
Bipartite Graph",
BOOKTITLE = IVCNZ23,
YEAR = "2023",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155011"}
@inproceedings{bb159150,
AUTHOR = "Jeon, G.Y. and Jeong, H. and Choi, J.",
TITLE = "Beyond Single Path Integrated Gradients for Reliable Input
Attribution via Randomized Path Sampling",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2052-2061",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155012"}
@inproceedings{bb159151,
AUTHOR = "Huang, W. and Zhao, X.Y. and Jin, G. and Huang, X.W.",
TITLE = "SAFARI: Versatile and Efficient Evaluations for Robustness of
Interpretability",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1988-1998",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155013"}
@inproceedings{bb159152,
AUTHOR = "Dravid, A. and Gandelsman, Y. and Efros, A.A. and Shocher, A.",
TITLE = "Rosetta Neurons: Mining the Common Units in a Model Zoo",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1934-1943",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155014"}
@inproceedings{bb159153,
AUTHOR = "Srivastava, D. and Oikarinen, T. and Weng, T.W.",
TITLE = "Corrupting Neuron Explanations of Deep Visual Features",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1877-1886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155015"}
@inproceedings{bb159154,
AUTHOR = "Wang, X. and Wang, Z.B. and Weng, H.Q. and Guo, H.C. and Zhang, Z.F. and Jin, L. and Wei, T. and Ren, K.",
TITLE = "Counterfactual-based Saliency Map: Towards Visual Contrastive
Explanations for Neural Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2042-2051",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155016"}
@inproceedings{bb159155,
AUTHOR = "Barkan, O. and Elisha, Y. and Asher, Y. and Eshel, A. and Koenigstein, N.",
TITLE = "Visual Explanations via Iterated Integrated Attributions",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2073-2084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155017"}
@inproceedings{bb159156,
AUTHOR = "Wang, S.X. and Veldhuis, R. and Brune, C. and Strisciuglio, N.",
TITLE = "What do neural networks learn in image classification? A frequency
shortcut perspective",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1433-1442",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155018"}
@inproceedings{bb159157,
AUTHOR = "Soelistyo, C.J. and Charras, G. and Lowe, A.R.",
TITLE = "Virtual perturbations to assess explainability of deep-learning based
cell fate predictors",
BOOKTITLE = BioIm23,
YEAR = "2023",
PAGES = "3973-3982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155019"}
@inproceedings{bb159158,
AUTHOR = "Zhang, J.W. and Farnia, F.",
TITLE = "MoreauGrad: Sparse and Robust Interpretation of Neural Networks via
Moreau Envelope",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2021-2030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155020"}
@inproceedings{bb159159,
AUTHOR = "Huang, Q. and Xue, M.Q. and Huang, W.Q. and Zhang, H.F. and Song, J. and Jing, Y.C. and Song, M.L.",
TITLE = "Evaluation and Improvement of Interpretability for Self-Explainable
Part-Prototype Networks",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "2011-2020",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155021"}
@inproceedings{bb159160,
AUTHOR = "Sicre, R. and Zhang, H. and Dejasmin, J. and Daaloul, C. and Ayache, S. and Artieres, T.",
TITLE = "DP-Net: Learning Discriminative Parts for Image Recognition",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "1230-1234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155022"}
@inproceedings{bb159161,
AUTHOR = "Wang, F. and Kong, A.W.K.",
TITLE = "A Practical Upper Bound for the Worst-Case Attribution Deviations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24616-24625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155023"}
@inproceedings{bb159162,
AUTHOR = "Ravuri, S. and Rey, M. and Mohamed, S. and Deisenroth, M.P.",
TITLE = "Understanding Deep Generative Models with Generalized Empirical
Likelihoods",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "24395-24405",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155024"}
@inproceedings{bb159163,
AUTHOR = "Bruintjes, R.J. and Motyka, T. and van Gemert, J.",
TITLE = "What Affects Learned Equivariance in Deep Image Recognition Models?",
BOOKTITLE = L3D-IVU23,
YEAR = "2023",
PAGES = "4839-4847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155025"}
@inproceedings{bb159164,
AUTHOR = "Ji, Y. and Wang, Y. and Kato, J.",
TITLE = "Spatial-temporal Concept based Explanation of 3D ConvNets",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "15444-15453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155026"}
@inproceedings{bb159165,
AUTHOR = "Binder, A. and Weber, L. and Lapuschkin, S. and Montavon, G. and Muller, K.R. and Samek, W.",
TITLE = "Shortcomings of Top-Down Randomization-Based Sanity Checks for
Evaluations of Deep Neural Network Explanations",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "16143-16152",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155027"}
@inproceedings{bb159166,
AUTHOR = "Wang, B. and Li, L.Z. and Nakashima, Y. and Nagahara, H.",
TITLE = "Learning Bottleneck Concepts in Image Classification",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "10962-10971",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155028"}
@inproceedings{bb159167,
AUTHOR = "Magnet, R. and Ovsjanikov, M.",
TITLE = "Memory-Scalable and Simplified Functional Map Learning",
BOOKTITLE = CVPR24,
YEAR = "2024",
PAGES = "4041-4050",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155029"}
@inproceedings{bb159168,
AUTHOR = "Attaiki, S. and Ovsjanikov, M.",
TITLE = "Understanding and Improving Features Learned in Deep Functional Maps",
BOOKTITLE = CVPR23,
YEAR = "2023",
PAGES = "1316-1326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155030"}
@inproceedings{bb159169,
AUTHOR = "Pahde, F. and Yolcu, G.U. and Binder, A. and Samek, W. and Lapuschkin, S.",
TITLE = "Optimizing Explanations by Network Canonization and Hyperparameter
Search",
BOOKTITLE = SAIAD23,
YEAR = "2023",
PAGES = "3819-3828",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155031"}
@inproceedings{bb159170,
AUTHOR = "Jeanneret, G. and Simon, L. and Jurie, F.",
TITLE = "Diffusion Models for Counterfactual Explanations",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "VII:219-237",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155032"}
@inproceedings{bb159171,
AUTHOR = "Tayyub, J. and Sarmad, M. and Schonborn, N.",
TITLE = "Explaining Deep Neural Networks for Point Clouds Using Gradient-based
Visualisations",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "II:155-170",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155033"}
@inproceedings{bb159172,
AUTHOR = "Li, C. and Jiang, J.Z. and Zhang, X. and Zhang, T.H. and Zhao, Y.Q. and Jiang, D.D. and Li, R.G.",
TITLE = "Towards Interpreting Computer Vision Based on Transformation Invariant
Optimization",
BOOKTITLE = CiV22,
YEAR = "2022",
PAGES = "371-382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155034"}
@inproceedings{bb159173,
AUTHOR = "Eckstein, N. and Bukhari, H. and Bates, A.S. and Jefferis, G.S.X.E. and Funke, J.",
TITLE = "Discriminative Attribution from Paired Images",
BOOKTITLE = BioImage22,
YEAR = "2022",
PAGES = "406-422",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155035"}
@inproceedings{bb159174,
AUTHOR = "Tan, H.X.",
TITLE = "Visualizing Global Explanations of Point Cloud DNNs",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4730-4739",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155036"}
@inproceedings{bb159175,
AUTHOR = "Behzadi Khormouji, H. and Oramas Mogrovejo, J.A.",
TITLE = "A Protocol for Evaluating Model Interpretation Methods from Visual
Explanations",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "1421-1429",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155037"}
@inproceedings{bb159176,
AUTHOR = "Valois, P.H.V. and Niinuma, K. and Fukui, K.",
TITLE = "Occlusion Sensitivity Analysis with Augmentation Subspace
Perturbation in Deep Feature Space",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "4817-4826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155038"}
@inproceedings{bb159177,
AUTHOR = "Given, N.A.",
TITLE = "Fractual Projection Forest:
Fast and Explainable Point Cloud Classifier",
BOOKTITLE = WACV23,
YEAR = "2023",
PAGES = "4229-4238",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155039"}
@inproceedings{bb159178,
AUTHOR = "Zhang, Y.Y. and Zhong, Q.Y. and Xie, D. and Pu, S.L.",
TITLE = "KRNet: Towards Efficient Knowledge Replay",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4772-4778",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155040"}
@inproceedings{bb159179,
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#TT155041"}
@inproceedings{bb159180,
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#TT155042"}
@inproceedings{bb159181,
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",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT155043"}
@inproceedings{bb159182,
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#TT155044"}
@inproceedings{bb159183,
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#TT155045"}
@inproceedings{bb159184,
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#TT155046"}
@inproceedings{bb159185,
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#TT155047"}
@inproceedings{bb159186,
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#TT155048"}
@inproceedings{bb159187,
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#TT155049"}
@inproceedings{bb159188,
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#TT155050"}
@inproceedings{bb159189,
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#TT155051"}
@inproceedings{bb159190,
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#TT155052"}
@inproceedings{bb159191,
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#TT155053"}
@inproceedings{bb159192,
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#TT155054"}
@inproceedings{bb159193,
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#TT155055"}
@inproceedings{bb159194,
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#TT155056"}
@inproceedings{bb159195,
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#TT155057"}
@inproceedings{bb159196,
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#TT155058"}
@inproceedings{bb159197,
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#TT155059"}
@inproceedings{bb159198,
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#TT155060"}
@inproceedings{bb159199,
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#TT155061"}
Last update:Jan 23, 2026 at 20:54:10