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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#TT138098"} @inproceedings{bb142104, 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#TT138099"} @inproceedings{bb142105, 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#TT138100"} @inproceedings{bb142106, AUTHOR = "Abello, A.A. and Hirata, R. and Wang, Z.Y.", TITLE = "Dissecting the High-Frequency Bias in Convolutional Neural Networks", BOOKTITLE = UG21, YEAR = "2021", PAGES = "863-871", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138101"} @inproceedings{bb142107, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138102"} @inproceedings{bb142108, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138103"} @inproceedings{bb142109, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138104"} @inproceedings{bb142110, AUTHOR = "Suzuki, M. and Kamcya, Y. and Kutsuna, T. and Mitsumoto, N.", TITLE = "Understanding the Reason for Misclassification by Generating Counterfactual Images", BOOKTITLE = MVA21, YEAR = "2021", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138105"} @inproceedings{bb142111, AUTHOR = "Li, Z.Q. and Wang, W.M. and Li, Z.Y. and Huang, Y.F. and Sato, Y.", TITLE = "Towards Visually Explaining Video Understanding Networks with Perturbation", BOOKTITLE = WACV21, YEAR = "2021", PAGES = "1119-1128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138106"} @inproceedings{bb142112, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138107"} @inproceedings{bb142113, AUTHOR = "Song, W. and Dai, S.Y. and Huang, D.M. and Song, J.L. and Antonio, L.", TITLE = "Median-Pooling Grad-Cam: An Efficient Inference Level Visual Explanation for CNN Networks in Remote Sensing Image Classification", BOOKTITLE = MMMod21, YEAR = "2021", PAGES = "II:134-146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138108"} @inproceedings{bb142114, AUTHOR = "Samangouei, P. and Saeedi, A. and Nakagawa, L. and Silberman, N.", TITLE = "ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations", BOOKTITLE = ECCV18, YEAR = "2018", PAGES = "X: 681-696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138109"} @inproceedings{bb142115, AUTHOR = "Pope, P.E. and Kolouri, S. and Rostami, M. and Martin, C.E. and Hoffmann, H.", TITLE = "Explainability Methods for Graph Convolutional Neural Networks", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "10764-10773", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138110"} @inproceedings{bb142116, AUTHOR = "Huseljic, D. and Sick, B. and Herde, M. and Kottke, D.", TITLE = "Separation of Aleatoric and Epistemic Uncertainty in Deterministic Deep Neural Networks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9172-9179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138111"} @inproceedings{bb142117, AUTHOR = "Shi, S. and Du, Y.Z. and Fan, W.", TITLE = "Kernel-based LIME with feature dependency sampling", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "9143-9148", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138112"} @inproceedings{bb142118, AUTHOR = "Charachon, M. and Hudelot, C. and Cournede, P.H. and Ruppli, C. and Ardon, R.", TITLE = "Combining Similarity and Adversarial Learning to Generate Visual Explanation: Application to Medical Image Classification", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7188-7195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138113"} @inproceedings{bb142119, AUTHOR = "Goh, G.S.W. and Lapuschkin, S. and Weber, L. and Samek, W. and Binder, A.", TITLE = "Understanding Integrated Gradients with SmoothTaylor for Deep Neural Network Attribution", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "4949-4956", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138114"} @inproceedings{bb142120, AUTHOR = "Yang, Q. and Zhu, X. and Fwu, J.K. and Ye, Y. and You, G. and Zhu, Y.", TITLE = "MFPP: Morphological Fragmental Perturbation Pyramid for Black-Box Model Explanations", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "1376-1383", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138115"} @inproceedings{bb142121, AUTHOR = "Jung, J.H. and Kwon, Y.M.", TITLE = "Boundaries of Single-Class Regions in the Input Space of Piece-Wise Linear Neural Networks", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "6027-6034", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138116"} @inproceedings{bb142122, AUTHOR = "Zhang, M. and Zhu, X.N. and Ji, Y.", TITLE = "Input-aware Neural Knowledge Tracing Machine", BOOKTITLE = HCAU20, YEAR = "2020", PAGES = "345-360", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138117"} @inproceedings{bb142123, AUTHOR = "Veerappa, M. and Anneken, M. and Burkart, N.", TITLE = "Evaluation of Interpretable Association Rule Mining Methods on Time-series in the Maritime Domain", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "204-218", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138118"} @inproceedings{bb142124, AUTHOR = "Jouis, G. and Mouchere, H. and Picarougne, F. and Hardouin, A.", TITLE = "Anchors vs Attention: Comparing XAI on a Real-life Use Case", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "219-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138119"} @inproceedings{bb142125, AUTHOR = "Henin, C. and Le Metayer, D.", TITLE = "A Multi-layered Approach for Tailored Black-box Explanations", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "5-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138120"} @inproceedings{bb142126, AUTHOR = "Kenny, E.M. and Delaney, E.D. and Greene, D. and Keane, M.T.", TITLE = "Post-hoc Explanation Options for XAI in Deep Learning: The Insight Centre for Data Analytics Perspective", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "20-34", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138121"} @inproceedings{bb142127, AUTHOR = "Halnaut, A. and Giot, R. and Bourqui, R. and Auber, D.", TITLE = "Samples Classification Analysis Across DNN Layers with Fractal Curves", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "47-61", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138122"} @inproceedings{bb142128, AUTHOR = "Jung, H. and Oh, Y. and Park, J. and Kim, M.S.", TITLE = "Jointly Optimize Positive and Negative Saliencies for Black Box Classifiers", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "76-89", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138123"} @inproceedings{bb142129, AUTHOR = "Zhu, P. and Zhu, R.Z. and Mishra, S. and Saligrama, V.", TITLE = "Low Dimensional Visual Attributes: An Interpretable Image Encoding", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "90-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138124"} @inproceedings{bb142130, AUTHOR = "Marcos, D. and Fong, R. and Lobry, S. and Flamary, R. and Courty, N. and Tuia, D.", TITLE = "Contextual Semantic Interpretability", BOOKTITLE = ACCV20, YEAR = "2020", PAGES = "IV:351-368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138125"} 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"Recursive Division of Image for Explanation of Shallow CNN Models", BOOKTITLE = EDL-AI20, YEAR = "2020", PAGES = "274-286", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138129"} @inproceedings{bb142135, AUTHOR = "Konforti, Y. and Shpigler, A. and Lerner, B. and Bar Hillel, A.", TITLE = "Inference Graphs for CNN Interpretation", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXV:69-84", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138130"} @inproceedings{bb142136, AUTHOR = "Singh, M. and Kumari, N. and Mangla, P. and Sinha, A. and Balasubramanian, V.N. and Krishnamurthy, B.", TITLE = "Attributional Robustness Training Using Input-gradient Spatial Alignment", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXVII:515-533", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138131"} @inproceedings{bb142137, AUTHOR = "Rombach, R. and Esser, P. and Ommer, B.", TITLE = "Making Sense of CNNs: Interpreting Deep Representations and Their Invariances with INNs", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVII:647-664", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138132"} @inproceedings{bb142138, AUTHOR = "Li, Y.C. and Ji, R.R. and Lin, S.H. and Zhang, B.C. and Yan, C.Q. and Wu, Y.J. and Huang, F.Y. and Shao, L.", TITLE = "Interpretable Neural Network Decoupling", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XV:653-669", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138133"} @inproceedings{bb142139, AUTHOR = "Franchi, G. and Bursuc, A. and Aldea, E. and Dubuisson, S. and Bloch, I.", TITLE = "Tradi: Tracking Deep Neural Network Weight Distributions", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XVII:105-121", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138134"} @inproceedings{bb142140, AUTHOR = "Bhushan, C. and Yang, Z.Y. and Virani, N. and Iyer, N.", TITLE = "Variational Encoder-Based Reliable Classification", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "1941-1945", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138135"} @inproceedings{bb142141, AUTHOR = "Lee, J. and Al Regib, G.", TITLE = "Gradients as a Measure of Uncertainty in Neural Networks", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "2416-2420", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138136"} @inproceedings{bb142142, AUTHOR = "Sun, Y. and Prabhushankar, M. and Al Regib, G.", TITLE = "Implicit Saliency In Deep Neural Networks", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "2915-2919", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138137"} @inproceedings{bb142143, AUTHOR = "Prabhushankar, M. and Kwon, G. and Temel, D. and Al Regib, G.", TITLE = "Contrastive Explanations In Neural Networks", BOOKTITLE = ICIP20, YEAR = "2020", PAGES = "3289-3293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138138"} @inproceedings{bb142144, AUTHOR = "Tao, X.Y. and Chang, X.Y. and Hong, X.P. and Wei, X. and Gong, Y.H.", TITLE = "Topology-preserving Class-incremental Learning", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XIX:254-270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138139"} @inproceedings{bb142145, AUTHOR = "Yuan, K. and Li, Q.Q. and Shao, J. and Yan, J.J.", TITLE = "Learning Connectivity of Neural Networks from a Topological Perspective", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "XXI:737-753", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138140"} @inproceedings{bb142146, AUTHOR = "Bau, D. and Liu, S. and Wang, T.Z. and Zhu, J.Y. and Torralba, A.B.", TITLE = "Rewriting a Deep Generative Model", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "I:351-369", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138141"} @inproceedings{bb142147, AUTHOR = "Liang, H.Y. and Ouyang, Z.H. and Zeng, Y.Y. and Su, H. and He, Z. and Xia, S.T. and Zhu, J. and Zhang, B.", TITLE = "Training Interpretable Convolutional Neural Networks by Differentiating Class-specific Filters", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "II:622-638", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138142"} @inproceedings{bb142148, AUTHOR = "Chen, S. and Jiang, M. and Yang, J.H. and Zhao, Q.", TITLE = "AiR: Attention with Reasoning Capability", BOOKTITLE = ECCV20, YEAR = "2020", PAGES = "I:91-107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138143"} @inproceedings{bb142149, AUTHOR = "Ding, Y.K. and Liu, J.L. and Xiong, J.J. and Shi, Y.Y.", TITLE = "Revisiting the Evaluation of Uncertainty Estimation and Its Application to Explore Model Complexity-Uncertainty Trade-Off", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "22-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138144"} @inproceedings{bb142150, AUTHOR = "Ye, J.W. and Ji, Y.X. and Wang, X.C. and Gao, X. and Song, M.L.", TITLE = "Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "12513-12522", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138145"} @inproceedings{bb142151, AUTHOR = "Yang, Z.X. and Zhu, L.C. and Wu, Y. and Yang, Y.", TITLE = "Gated Channel Transformation for Visual Recognition", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11791-11800", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138146"} @inproceedings{bb142152, AUTHOR = "Xu, S. and Venugopalan, S. and Sundararajan, M.", TITLE = "Attribution in Scale and Space", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9677-9686", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138147"} @inproceedings{bb142153, AUTHOR = "Wang, Z. and Mardziel, P. and Datta, A. and Fredrikson, M.", TITLE = "Interpreting Interpretations: Organizing Attribution Methods by Criteria", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "48-55", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138148"} @inproceedings{bb142154, AUTHOR = "Taylor, E. and Shekhar, S. and Taylor, G.W.", TITLE = "Response Time Analysis for Explainability of Visual Processing in CNNs", BOOKTITLE = MVM20, YEAR = "2020", PAGES = "1555-1558", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138149"} @inproceedings{bb142155, AUTHOR = "Hartley, T. and Sidorov, K. and Willis, C. and Marshall, D.", TITLE = "Explaining Failure: Investigation of Surprise and Expectation in CNNs", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "56-65", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138150"} @inproceedings{bb142156, AUTHOR = "Ramanujan, V. and Wortsman, M. and Kembhavi, A. and Farhadi, A. and Rastegari, M.", TITLE = "What's Hidden in a Randomly Weighted Neural Network?", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11890-11899", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138151"} @inproceedings{bb142157, AUTHOR = "Bansal, N. and Agarwal, C. and Nguyen, A.", TITLE = "SAM: The Sensitivity of Attribution Methods to Hyperparameters", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8670-8680", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138152"} @inproceedings{bb142158, AUTHOR = "Nguyen, A. and Agarwal, C. and Bansal, N.", TITLE = "SAM: The Sensitivity of Attribution Methods to Hyperparameters", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "11-21", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138152"} @inproceedings{bb142159, AUTHOR = "Wang, H. and Wu, X. and Huang, Z. and Xing, E.P.", TITLE = "High-Frequency Component Helps Explain the Generalization of Convolutional Neural Networks", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8681-8691", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138153"} @inproceedings{bb142160, AUTHOR = "Wu, W. and Su, Y. and Chen, X. and Zhao, S. and King, I. and Lyu, M.R. and Tai, Y.", TITLE = "Towards Global Explanations of Convolutional Neural Networks With Concept Attribution", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "8649-8658", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138154"} @inproceedings{bb142161, AUTHOR = "Agarwal, A. and Singh, R. and Vatsa, M.", TITLE = "The Role of 'Sign' and 'Direction' of Gradient on the Performance of CNN", BOOKTITLE = WMF20, YEAR = "2020", PAGES = "2748-2756", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138155"} @inproceedings{bb142162, AUTHOR = "Wang, H. and Wang, Z. and Du, M. and Yang, F. and Zhang, Z. and Ding, S. and Mardziel, P. and Hu, X.", TITLE = "Score-CAM: Score-Weighted Visual Explanations for Convolutional Neural Networks", BOOKTITLE = TCV20, YEAR = "2020", PAGES = "111-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138156"} @inproceedings{bb142163, AUTHOR = "Kim, E. and Gopinath, D. and Pasareanu, C. and Seshia, S.A.", TITLE = "A Programmatic and Semantic Approach to Explaining and Debugging Neural Network Based Object Detectors", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "11125-11134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138157"} @inproceedings{bb142164, AUTHOR = "Jalwana, M.A.A.K. and Akhtar, N. and Bennamoun, M. and Mian, A.", TITLE = "Attack to Explain Deep Representation", BOOKTITLE = CVPR20, YEAR = "2020", PAGES = "9540-9549", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138158"} @inproceedings{bb142165, AUTHOR = "Koperski, M. and Konopczynski, T. and Nowak, R. and Semberecki, P. and Trzcinski, T.", TITLE = "Plugin Networks for Inference under Partial Evidence", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2872-2880", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138159"} @inproceedings{bb142166, AUTHOR = "Chen, L. and Chen, J. and Hajimirsadeghi, H. and Mori, G.", TITLE = "Adapting Grad-CAM for Embedding Networks", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2783-2792", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138160"} @inproceedings{bb142167, AUTHOR = "Chattopadhay, A. and Sarkar, A. and Howlader, P. and Balasubramanian, V.N.", TITLE = "Grad-CAM++: Generalized Gradient-Based Visual Explanations for Deep Convolutional Networks", BOOKTITLE = WACV18, YEAR = "2018", PAGES = "839-847", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138161"} @inproceedings{bb142168, AUTHOR = "Zhang, J. and Zhang, J. and Ghosh, S. and Li, D. and Tasci, S. and Heck, L. and Zhang, H. and Kuo, C.C.J.", TITLE = "Class-incremental Learning via Deep Model Consolidation", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "1120-1129", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138162"} @inproceedings{bb142169, AUTHOR = "Vasu, B. and Long, C.", TITLE = "Iterative and Adaptive Sampling with Spatial Attention for Black-Box Model Explanations", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "2949-2958", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138163"} @inproceedings{bb142170, AUTHOR = "Desai, S. and Ramaswamy, H.G.", TITLE = "Ablation-CAM: Visual Explanations for Deep Convolutional Network via Gradient-free Localization", BOOKTITLE = WACV20, YEAR = "2020", PAGES = "972-980", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138164"} @inproceedings{bb142171, AUTHOR = "Gkalelis, N. and Mezaris, V.", TITLE = "Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep Network Training for Multimedia Classification", BOOKTITLE = MMMod20, YEAR = "2020", PAGES = "I:227-238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138165"} @inproceedings{bb142172, AUTHOR = "Wu, T. and Song, X.", TITLE = "Towards Interpretable Object Detection by 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"O'Neill, D. and Xue, B. and Zhang, M.", TITLE = "The Evolution of Adjacency Matrices for Sparsity of Connection in DenseNets", BOOKTITLE = IVCNZ19, YEAR = "2019", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138173"} @inproceedings{bb142180, AUTHOR = "Sulc, M. and Matas, J.G.", TITLE = "Improving CNN Classifiers by Estimating Test-Time Priors", BOOKTITLE = TASKCV19, YEAR = "2019", PAGES = "3220-3226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138174"} @inproceedings{bb142181, AUTHOR = "Huang, J. and Qu, L. and Jia, R. and Zhao, B.", TITLE = "O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "3325-3333", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138175"} @inproceedings{bb142182, AUTHOR = "Konuk, E. and Smith, K.", TITLE = "An Empirical Study of the Relation Between Network Architecture and Complexity", BOOKTITLE = Preregister19, YEAR = "2019", PAGES = "4597-4599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138176"} @inproceedings{bb142183, AUTHOR = "Navarrete Michelini, P. and Liu, H. and Lu, Y. and Jiang, X.", TITLE = "Understanding Convolutional Networks Using Linear Interpreters - Extended Abstract", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4186-4189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138177"} @inproceedings{bb142184, AUTHOR = "Iqbal, A. and Gall, J.", TITLE = "Level Selector Network for Optimizing Accuracy-Specificity Trade-Offs", BOOKTITLE = HVU19, YEAR = "2019", PAGES = "1466-1473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138178"} @inproceedings{bb142185, AUTHOR = "Lee, H. and Kim, H. and Nam, H.", TITLE = "SRM: A Style-Based Recalibration Module for Convolutional Neural Networks", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "1854-1862", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138179"} @inproceedings{bb142186, AUTHOR = "Chen, R. and Chen, H. and Huang, G. and Ren, J. and Zhang, Q.", TITLE = "Explaining Neural Networks Semantically and Quantitatively", BOOKTITLE = ICCV19, YEAR = "2019", PAGES = "9186-9195", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138180"} @inproceedings{bb142187, AUTHOR = "Stergiou, A. and Kapidis, G. and Kalliatakis, G. and Chrysoulas, C. and Poppe, R. and Veltkamp, R.", TITLE = "Class Feature Pyramids for Video Explanation", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4255-4264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138181"} @inproceedings{bb142188, AUTHOR = "Kang, S. and Jung, H. and Lee, S.", TITLE = "Interpreting Undesirable Pixels for Image Classification on Black-Box Models", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4250-4254", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138182"} @inproceedings{bb142189, AUTHOR = "Zhuang, J. and Dvornek, N.C. and Li, X. and Yang, J. and Duncan, J.", TITLE = "Decision explanation and feature importance for invertible networks", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4235-4239", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138183"} @inproceedings{bb142190, AUTHOR = "Yoon, J. and Kim, K. and Jang, J.", TITLE = "Propagated Perturbation of Adversarial Attack for well-known CNNs: Empirical Study and its Explanation", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4226-4234", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138184"} @inproceedings{bb142191, AUTHOR = "Marcos, D. and Lobry, S. and Tuia, D.", TITLE = "Semantically Interpretable Activation Maps: what-where-how explanations within CNNs", BOOKTITLE = VXAI19, YEAR = "2019", PAGES = "4207-4215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138185"} @inproceedings{bb142192, AUTHOR = "Graziani, M. and Muller, H. and Andrearczyk, V. and Graziani, M. and Muller, H. and Andrearczyk, V.", TITLE = "Interpreting Intentionally Flawed Models with Linear Probes", BOOKTITLE = SDL-CV19, YEAR = "2019", PAGES = "743-747", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138186"} @inproceedings{bb142193, AUTHOR = "Demidovskij, A. and Gorbachev, Y. and Fedorov, M. and Slavutin, I. and Tugarev, A. and Fatekhov, M. and Tarkan, Y.", TITLE = "OpenVINO Deep Learning Workbench: Comprehensive Analysis and Tuning of Neural Networks Inference", BOOKTITLE = SDL-CV19, YEAR = "2019", PAGES = "783-787", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138187"} @inproceedings{bb142194, AUTHOR = "Iwana, B.K. and Kuroki, R. and Uchida, S.", TITLE = "Explaining Convolutional Neural Networks using Softmax Gradient Layer-wise Relevance Propagation", 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"http://www.visionbib.com/bibliography/pattern652exp1.html#TT138191"} @inproceedings{bb142198, AUTHOR = "Zeng, W.Y. and Luo, W.J. and Suo, S. and Sadat, A. and Yang, B. and Casas, S. and Urtasun, R.", TITLE = "End-To-End Interpretable Neural Motion Planner", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "8652-8661", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138192"} @inproceedings{bb142199, AUTHOR = "Blanchard, N. and Kinnison, J. and RichardWebster, B. and Bashivan, P. and Scheirer, W.J.", TITLE = "A Neurobiological Evaluation Metric for Neural Network Model Search", BOOKTITLE = CVPR19, YEAR = "2019", PAGES = "5399-5408", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138193"}