@inproceedings{bb142400,
AUTHOR = "Stammer, W. and Schramowski, P. and Kersting, K.",
TITLE = "Right for the Right Concept: Revising Neuro-Symbolic Concepts by
Interacting with their Explanations",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "3618-3628",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138394"}
@inproceedings{bb142401,
AUTHOR = "Lim, D. and Lee, H. and Kim, S.",
TITLE = "Building Reliable Explanations of Unreliable Neural Networks: Locally
Smoothing Perspective of Model Interpretation",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6464-6473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138395"}
@inproceedings{bb142402,
AUTHOR = "Chefer, H. and Gur, S. and Wolf, L.B.",
TITLE = "Transformer Interpretability Beyond Attention Visualization",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "782-791",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138396"}
@inproceedings{bb142403,
AUTHOR = "Shen, Y.J. and Zhou, B.",
TITLE = "Closed-Form Factorization of Latent Semantics in GANs",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "1532-1540",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138397"}
@inproceedings{bb142404,
AUTHOR = "Singla, S. and Nushi, B. and Shah, S. and Kamar, E. and Horvitz, E.",
TITLE = "Understanding Failures of Deep Networks via Robust Feature Extraction",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "12848-12857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138398"}
@inproceedings{bb142405,
AUTHOR = "Poppi, S. and Cornia, M. and Baraldi, L. and Cucchiara, R.",
TITLE = "Revisiting The Evaluation of Class Activation Mapping for
Explainability: A Novel Metric and Experimental Analysis",
BOOKTITLE = RCV21,
YEAR = "2021",
PAGES = "2299-2304",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138399"}
@inproceedings{bb142406,
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#TT138400"}
@inproceedings{bb142407,
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#TT138401"}
@inproceedings{bb142408,
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#TT138402"}
@inproceedings{bb142409,
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#TT138403"}
@inproceedings{bb142410,
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#TT138404"}
@inproceedings{bb142411,
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#TT138405"}
@inproceedings{bb142412,
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#TT138406"}
@inproceedings{bb142413,
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#TT138407"}
@inproceedings{bb142414,
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#TT138408"}
@inproceedings{bb142415,
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#TT138409"}
@inproceedings{bb142416,
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#TT138410"}
@inproceedings{bb142417,
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#TT138411"}
@inproceedings{bb142418,
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#TT138412"}
@inproceedings{bb142419,
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#TT138413"}
@inproceedings{bb142420,
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#TT138414"}
@inproceedings{bb142421,
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#TT138415"}
@inproceedings{bb142422,
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#TT138416"}
@inproceedings{bb142423,
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#TT138417"}
@inproceedings{bb142424,
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#TT138418"}
@inproceedings{bb142425,
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#TT138419"}
@inproceedings{bb142426,
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#TT138420"}
@inproceedings{bb142427,
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#TT138421"}
@inproceedings{bb142428,
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#TT138422"}
@inproceedings{bb142429,
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#TT138423"}
@inproceedings{bb142430,
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#TT138424"}
@inproceedings{bb142431,
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#TT138425"}
@inproceedings{bb142432,
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#TT138426"}
@inproceedings{bb142433,
AUTHOR = "Townsend, J. and Kasioumis, T. and Inakoshi, H.",
TITLE = "ERIC: Extracting Relations Inferred from Convolutions",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "III:206-222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138427"}
@inproceedings{bb142434,
AUTHOR = "Galli, A. and Marrone, S. and Moscato, V. and Sansone, C.",
TITLE = "Reliability of explainable Artificial Intelligence in Adversarial
Perturbation Scenarios",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "243-256",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138428"}
@inproceedings{bb142435,
AUTHOR = "Agarwal, C. and Nguyen, A.",
TITLE = "Explaining Image Classifiers by Removing Input Features Using
Generative Models",
BOOKTITLE = ACCV20,
YEAR = "2020",
PAGES = "VI:101-118",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138429"}
@inproceedings{bb142436,
AUTHOR = "Gorokhovatskyi, O. and Peredrii, O.",
TITLE = "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#TT138430"}
@inproceedings{bb142437,
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#TT138431"}
@inproceedings{bb142438,
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#TT138432"}
@inproceedings{bb142439,
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#TT138433"}
@inproceedings{bb142440,
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#TT138434"}
@inproceedings{bb142441,
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#TT138435"}
@inproceedings{bb142442,
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#TT138436"}
@inproceedings{bb142443,
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#TT138437"}
@inproceedings{bb142444,
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#TT138438"}
@inproceedings{bb142445,
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#TT138439"}
@inproceedings{bb142446,
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#TT138440"}
@inproceedings{bb142447,
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#TT138441"}
@inproceedings{bb142448,
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#TT138442"}
@inproceedings{bb142449,
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#TT138443"}
@inproceedings{bb142450,
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#TT138444"}
@inproceedings{bb142451,
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#TT138445"}
@inproceedings{bb142452,
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#TT138446"}
@inproceedings{bb142453,
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#TT138447"}
@inproceedings{bb142454,
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#TT138448"}
@inproceedings{bb142455,
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#TT138449"}
@inproceedings{bb142456,
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#TT138450"}
@inproceedings{bb142457,
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#TT138451"}
@inproceedings{bb142458,
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#TT138452"}
@inproceedings{bb142459,
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#TT138453"}
@inproceedings{bb142460,
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#TT138453"}
@inproceedings{bb142461,
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#TT138454"}
@inproceedings{bb142462,
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#TT138455"}
@inproceedings{bb142463,
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#TT138456"}
@inproceedings{bb142464,
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#TT138457"}
@inproceedings{bb142465,
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#TT138458"}
@inproceedings{bb142466,
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#TT138459"}
@inproceedings{bb142467,
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#TT138460"}
@inproceedings{bb142468,
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#TT138461"}
@inproceedings{bb142469,
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#TT138462"}
@inproceedings{bb142470,
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#TT138463"}
@inproceedings{bb142471,
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#TT138464"}
@inproceedings{bb142472,
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#TT138465"}
@inproceedings{bb142473,
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#TT138466"}
@inproceedings{bb142474,
AUTHOR = "Wu, T. and Song, X.",
TITLE = "Towards Interpretable Object Detection by Unfolding Latent Structures",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "6032-6042",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138467"}
@inproceedings{bb142475,
AUTHOR = "Sun, Y. and Ravi, S. and Singh, V.",
TITLE = "Adaptive Activation Thresholding: Dynamic Routing Type Behavior for
Interpretability in Convolutional Neural Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4937-4946",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138468"}
@inproceedings{bb142476,
AUTHOR = "Michelini, P.N. and Liu, H. and Lu, Y. and Jiang, X.",
TITLE = "A Tour of Convolutional Networks Guided by Linear Interpreters",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4752-4761",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138469"}
@inproceedings{bb142477,
AUTHOR = "Shoshan, A. and Mechrez, R. and Zelnik Manor, L.",
TITLE = "Dynamic-Net: Tuning the Objective Without Re-Training for Synthesis
Tasks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3214-3222",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138470"}
@inproceedings{bb142478,
AUTHOR = "Subramanya, A. and Pillai, V. and Pirsiavash, H.",
TITLE = "Fooling Network Interpretation in Image Classification",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "2020-2029",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138471"}
@inproceedings{bb142479,
AUTHOR = "Liang, M. and Palado, G. and Browne, W.N.",
TITLE = "Identifying Simple Shapes to Classify the Big Picture",
BOOKTITLE = IVCNZ19,
YEAR = "2019",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138472"}
@inproceedings{bb142480,
AUTHOR = "Yin, B. and Tran, L. and Li, H. and Shen, X. and Liu, X.",
TITLE = "Towards Interpretable Face Recognition",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "9347-9356",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138473"}
@inproceedings{bb142481,
AUTHOR = "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#TT138474"}
@inproceedings{bb142482,
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#TT138475"}
@inproceedings{bb142483,
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#TT138476"}
@inproceedings{bb142484,
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#TT138477"}
@inproceedings{bb142485,
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#TT138478"}
@inproceedings{bb142486,
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#TT138479"}
@inproceedings{bb142487,
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#TT138480"}
@inproceedings{bb142488,
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#TT138481"}
@inproceedings{bb142489,
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#TT138482"}
@inproceedings{bb142490,
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#TT138483"}
@inproceedings{bb142491,
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#TT138484"}
@inproceedings{bb142492,
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#TT138485"}
@inproceedings{bb142493,
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#TT138486"}
@inproceedings{bb142494,
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#TT138487"}
@inproceedings{bb142495,
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#TT138488"}
@inproceedings{bb142496,
AUTHOR = "Iwana, B.K. and Kuroki, R. and Uchida, S.",
TITLE = "Explaining Convolutional Neural Networks using Softmax Gradient
Layer-wise Relevance Propagation",
BOOKTITLE = VXAI19,
YEAR = "2019",
PAGES = "4176-4185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138489"}
@inproceedings{bb142497,
AUTHOR = "Lazarow, J. and Jin, L. and Tu, Z.",
TITLE = "Introspective Neural Networks for Generative Modeling",
BOOKTITLE = ICCV17,
YEAR = "2017",
PAGES = "2793-2802",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138490"}
@inproceedings{bb142498,
AUTHOR = "Ren, J. and Li, Z. and Yang, J.C. and Xu, N. and Yang, T. and Foran, D.J.",
TITLE = "EIGEN: Ecologically-Inspired GENetic Approach for Neural Network
Structure Searching From Scratch",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "9051-9060",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138491"}
@inproceedings{bb142499,
AUTHOR = "Liang, X.D.",
TITLE = "Learning Personalized Modular Network Guided by Structured Knowledge",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "8936-8944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT138492"}
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