@article{bb164500,
AUTHOR = "Suresh, S. and Das, B. and Abrol, V. and Dutta Roy, S.",
TITLE = "On characterizing the evolution of embedding space of neural networks
using algebraic topology",
JOURNAL = PRL,
VOLUME = "179",
YEAR = "2024",
PAGES = "165-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160343"}
@article{bb164501,
AUTHOR = "Peng, Y.T. and He, L.H. and Hu, D. and Liu, Y.H. and Yang, L.Z. and Shang, S.H.",
TITLE = "Hierarchical Dynamic Masks for Visual Explanation of Neural Networks",
JOURNAL = MultMed,
VOLUME = "26",
YEAR = "2024",
PAGES = "5311-5325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160344"}
@article{bb164502,
AUTHOR = "Dombrowski, A.K. and Gerken, J.E. and Muller, K.R. and Kessel, P.",
TITLE = "Diffeomorphic Counterfactuals With Generative Models",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3257-3274",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160345"}
@article{bb164503,
AUTHOR = "Wang, J.Q. and Liu, H.F. and Jing, L.P.",
TITLE = "Transparent Embedding Space for Interpretable Image Recognition",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3204-3219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160346"}
@inproceedings{bb164504,
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#TT160347"}
@article{bb164505,
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#TT160348"}
@article{bb164506,
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#TT160349"}
@article{bb164507,
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#TT160350"}
@article{bb164508,
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#TT160351"}
@article{bb164509,
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#TT160352"}
@article{bb164510,
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#TT160353"}
@article{bb164511,
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#TT160354"}
@article{bb164512,
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#TT160355"}
@article{bb164513,
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#TT160356"}
@article{bb164514,
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#TT160357"}
@inproceedings{bb164515,
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#TT160358"}
@article{bb164516,
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#TT160359"}
@article{bb164517,
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#TT160360"}
@article{bb164518,
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#TT160361"}
@article{bb164519,
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#TT160362"}
@article{bb164520,
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#TT160363"}
@article{bb164521,
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#TT160364"}
@article{bb164522,
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#TT160365"}
@article{bb164523,
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#TT160366"}
@article{bb164524,
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#TT160367"}
@article{bb164525,
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#TT160368"}
@article{bb164526,
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#TT160369"}
@article{bb164527,
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#TT160370"}
@article{bb164528,
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#TT160371"}
@article{bb164529,
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#TT160372"}
@article{bb164530,
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#TT160372"}
@article{bb164531,
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#TT160373"}
@article{bb164532,
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#TT160374"}
@article{bb164533,
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#TT160375"}
@article{bb164534,
AUTHOR = "Wang, C.H. and Shang, M. and Mao, K. and Hong, X.P. and Zhang, J.P. and Huang, X.H.",
TITLE = "Hierarchical Concept Bottleneck with Compensation Concept Learning",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "1860-1872",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160376"}
@article{bb164535,
AUTHOR = "Liao, Y. and Gao, Y.S. and Zhang, W.C.",
TITLE = "Neuron Abandoning Attention Flow: Visual Explanation of Dynamics
Inside CNN Models",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "5536-5551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160377"}
@article{bb164536,
AUTHOR = "Deng, H.Q. and Pei, H.B. and Zhang, Q. and Du, M.",
TITLE = "Attribution Explanations for Deep Neural Networks:
A Theoretical Perspective",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7387-7406",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160378"}
@article{bb164537,
AUTHOR = "Zhang, B. and Rao, Q.H. and Zhou, J. and Lu, J.W.",
TITLE = "Alignment-Invertibility Regularization for Explainable Neural
Networks",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "7",
MONTH = "July",
PAGES = "7735-7748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160379"}
@article{bb164538,
AUTHOR = "Chen, Z. and Salehi, H.A. and Schafir, E. and Zheng, X. and Zhang, J.X. and Wei, H. and Ni, J.C. and Shirani, F. and Luo, D.S.",
TITLE = "Addressing Structural Distribution Shift in Explanations for Graph
Neural Networks",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "9",
MONTH = "September",
PAGES = "10976-10990",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160380"}
@article{bb164539,
AUTHOR = "Zhang, Y.M. and Liu, L. and Liu, Q. and Wu, H.X. and Fu, S.M.",
TITLE = "DisenGE: Learning multiple collaborative subgraphs for faithful Graph
neural network explanation",
JOURNAL = PR,
VOLUME = "180",
YEAR = "2026",
PAGES = "114625",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160381"}
@article{bb164540,
AUTHOR = "Sarkar, S. and Joseph, N. and George, S.N. and Ameer, P.M. and Raja, K.",
TITLE = "Seeing Through Threats: Adversarial Detection Through Explainability
(ADEx)",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "9458-9471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160382"}
@article{bb164541,
AUTHOR = "Shi, R. and Li, T.X. and Yamaguchi, Y.S. and Zhang, L.G.",
TITLE = "Extending Aumann-Shapley for Reliable Neuron Attribution in
Autonomous Driving Decisions",
JOURNAL = MultMed,
VOLUME = "28",
YEAR = "2026",
PAGES = "8193-8206",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160383"}
@article{bb164542,
AUTHOR = "Zhang, C.K. and Deng, J.R. and Lyu, M. and Gan, W.S. and Yu, P.S.",
TITLE = "Discovering Utility-Driven Interval Rules",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "11",
MONTH = "November",
PAGES = "13943-13958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160384"}
@article{bb164543,
AUTHOR = "Mi, J.X. and Shi, S. and Li, W.",
TITLE = "DFO-CAM: Dual-Flow Optimization Toward Faithful Visual Explanations",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "10612-10624",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160385"}
@inproceedings{bb164544,
AUTHOR = "Drenkow, N. and Paul, W. and Ribaudo, C. and Unberath, M.",
TITLE = "Causality-Driven Audits of Model Robustness",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "5956-5966",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160386"}
@inproceedings{bb164545,
AUTHOR = "Allakhverdov, E. and Tarasov, D. and Goncharova, E. and Kuznetsov, A.",
TITLE = "Feature Inversion as a Lens on Vision Encoders",
BOOKTITLE = WACV26,
YEAR = "2026",
PAGES = "3598-3605",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT160387"}
@inproceedings{bb164546,
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#TT160388"}
@inproceedings{bb164547,
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#TT160389"}
@inproceedings{bb164548,
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#TT160390"}
@inproceedings{bb164549,
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#TT160391"}
@inproceedings{bb164550,
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#TT160392"}
@inproceedings{bb164551,
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#TT160393"}
@inproceedings{bb164552,
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#TT160394"}
@inproceedings{bb164553,
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#TT160395"}
@inproceedings{bb164554,
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#TT160396"}
@inproceedings{bb164555,
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#TT160397"}
@inproceedings{bb164556,
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#TT160398"}
@inproceedings{bb164557,
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#TT160399"}
@inproceedings{bb164558,
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#TT160400"}
@inproceedings{bb164559,
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#TT160401"}
@inproceedings{bb164560,
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#TT160402"}
@inproceedings{bb164561,
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#TT160403"}
@inproceedings{bb164562,
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#TT160404"}
@inproceedings{bb164563,
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#TT160405"}
@inproceedings{bb164564,
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#TT160406"}
@inproceedings{bb164565,
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#TT160407"}
@inproceedings{bb164566,
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#TT160408"}
@inproceedings{bb164567,
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#TT160409"}
@inproceedings{bb164568,
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#TT160410"}
@inproceedings{bb164569,
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#TT160411"}
@inproceedings{bb164570,
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#TT160412"}
@inproceedings{bb164571,
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#TT160413"}
@inproceedings{bb164572,
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#TT160414"}
@inproceedings{bb164573,
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#TT160415"}
@inproceedings{bb164574,
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#TT160416"}
@inproceedings{bb164575,
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#TT160417"}
@inproceedings{bb164576,
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#TT160418"}
@inproceedings{bb164577,
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#TT160419"}
@inproceedings{bb164578,
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#TT160420"}
@inproceedings{bb164579,
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#TT160421"}
@inproceedings{bb164580,
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#TT160422"}
@inproceedings{bb164581,
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#TT160423"}
@inproceedings{bb164582,
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#TT160424"}
@inproceedings{bb164583,
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#TT160425"}
@inproceedings{bb164584,
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#TT160426"}
@inproceedings{bb164585,
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#TT160427"}
@inproceedings{bb164586,
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#TT160428"}
@inproceedings{bb164587,
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#TT160429"}
@inproceedings{bb164588,
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#TT160430"}
@inproceedings{bb164589,
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#TT160431"}
@inproceedings{bb164590,
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#TT160432"}
@inproceedings{bb164591,
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#TT160433"}
@inproceedings{bb164592,
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#TT160434"}
@inproceedings{bb164593,
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#TT160435"}
@inproceedings{bb164594,
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#TT160436"}
@inproceedings{bb164595,
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#TT160437"}
@inproceedings{bb164596,
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#TT160438"}
@inproceedings{bb164597,
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#TT160439"}
@inproceedings{bb164598,
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#TT160440"}
@inproceedings{bb164599,
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#TT160441"}
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