@inproceedings{bb159000,
AUTHOR = "Wang, Y. and Lu, Y.D. and Blankevoort, T.",
TITLE = "Differentiable Joint Pruning and Quantization for Hardware Efficiency",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "XXIX: 259-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154864"}
@inproceedings{bb159001,
AUTHOR = "Cai, Y.H. and Yao, Z.W. and Dong, Z. and Gholami, A. and Mahoney, M.W. and Keutzer, K.",
TITLE = "ZeroQ: A Novel Zero Shot Quantization Framework",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "13166-13175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154865"}
@inproceedings{bb159002,
AUTHOR = "Qu, Z. and Zhou, Z. and Cheng, Y. and Thiele, L.",
TITLE = "Adaptive Loss-Aware Quantization for Multi-Bit Networks",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "7985-7994",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154866"}
@inproceedings{bb159003,
AUTHOR = "Jin, Q. and Yang, L. and Liao, Z.",
TITLE = "AdaBits: Neural Network Quantization With Adaptive Bit-Widths",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2143-2153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154867"}
@inproceedings{bb159004,
AUTHOR = "Zhu, F. and Gong, R.H. and Yu, F.W. and Liu, X.L. and Wang, Y.F. and Li, Z.L. and Yang, X.Q. and Yan, J.J.",
TITLE = "Towards Unified INT8 Training for Convolutional Neural Network",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1966-1976",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154868"}
@inproceedings{bb159005,
AUTHOR = "Zhuang, B. and Liu, L. and Tan, M. and Shen, C. and Reid, I.D.",
TITLE = "Training Quantized Neural Networks With a Full-Precision Auxiliary
Module",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "1485-1494",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154869"}
@inproceedings{bb159006,
AUTHOR = "Yu, H. and Wen, T. and Cheng, G. and Sun, J. and Han, Q. and Shi, J.",
TITLE = "Low-bit Quantization Needs Good Distribution",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "2909-2918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154870"}
@inproceedings{bb159007,
AUTHOR = "Bhalgat, Y. and Lee, J. and Nagel, M. and Blankevoort, T. and Kwak, N.",
TITLE = "LSQ+: Improving low-bit quantization through learnable offsets and
better initialization",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "2978-2985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154871"}
@inproceedings{bb159008,
AUTHOR = "Pouransari, H. and Tu, Z. and Tuzel, O.",
TITLE = "Least squares binary quantization of neural networks",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "2986-2996",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154872"}
@inproceedings{bb159009,
AUTHOR = "Gope, D. and Beu, J. and Thakker, U. and Mattina, M.",
TITLE = "Ternary MobileNets via Per-Layer Hybrid Filter Banks",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3036-3046",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154873"}
@inproceedings{bb159010,
AUTHOR = "Wang, T. and Wang, K. and Cai, H. and Lin, J. and Liu, Z. and Wang, H. and Lin, Y. and Han, S.",
TITLE = "APQ: Joint Search for Network Architecture, Pruning and Quantization
Policy",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2075-2084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154874"}
@inproceedings{bb159011,
AUTHOR = "Yu, H.B. and Han, Q. and Li, J.B. and Shi, J.P. and Cheng, G.L. and Fan, B.",
TITLE = "Search What You Want:
Barrier Penalty NAS for Mixed Precision Quantization",
BOOKTITLE = ECCV20,
YEAR = "2020",
PAGES = "IX:1-16",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154875"}
@inproceedings{bb159012,
AUTHOR = "Marban, A. and Becking, D. and Wiedemann, S. and Samek, W.",
TITLE = "Learning Sparse Ternary Neural Networks with Entropy-Constrained
Trained Ternarization (EC2T)",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3105-3113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154876"}
@inproceedings{bb159013,
AUTHOR = "Langroudi, H.F. and Karia, V. and Gustafson, J.L. and Kudithipudi, D.",
TITLE = "Adaptive Posit: Parameter aware numerical format for deep learning
inference on the edge",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3123-3131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154877"}
@inproceedings{bb159014,
AUTHOR = "Mordido, G. and van Keirsbilck, M. and Keller, A.",
TITLE = "Monte Carlo Gradient Quantization",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3087-3095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154878"}
@inproceedings{bb159015,
AUTHOR = "Wiedemann, S. and Mehari, T. and Kepp, K. and Samek, W.",
TITLE = "Dithered backprop: A sparse and quantized backpropagation algorithm
for more efficient deep neural network training",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3096-3104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154879"}
@inproceedings{bb159016,
AUTHOR = "Jiang, W. and Wang, W. and Liu, S.",
TITLE = "Structured Weight Unification and Encoding for Neural Network
Compression and Acceleration",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3068-3076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154880"}
@inproceedings{bb159017,
AUTHOR = "Yang, H. and Gui, S. and Zhu, Y. and Liu, J.",
TITLE = "Automatic Neural Network Compression by Sparsity-Quantization Joint
Learning: A Constrained Optimization-Based Approach",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2175-2185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154881"}
@inproceedings{bb159018,
AUTHOR = "Dong, Z. and Yao, Z. and Gholami, A. and Mahoney, M. and Keutzer, K.",
TITLE = "HAWQ: Hessian AWare Quantization of Neural Networks With
Mixed-Precision",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "293-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154882"}
@inproceedings{bb159019,
AUTHOR = "Yang, J. and Shen, X. and Xing, J. and Tian, X.M. and Li, H.Q.A. and Deng, B. and Huang, J.Q. and Hua, X.S.",
TITLE = "Quantization Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7300-7308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154883"}
@inproceedings{bb159020,
AUTHOR = "Cao, S.J. and Ma, L.X. and Xiao, W.C. and Zhang, C. and Liu, Y.X. and Zhang, L.T. and Nie, L.S. and Yang, Z.",
TITLE = "SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity
Through Low-Bit Quantization",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11208-11217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154884"}
@inproceedings{bb159021,
AUTHOR = "Jung, S. and Son, C.Y. and Lee, S. and Son, J. and Han, J.J. and Kwak, Y. and Hwang, S.J. and Choi, C.K.",
TITLE = "Learning to Quantize Deep Networks by Optimizing Quantization Intervals
With Task Loss",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4345-4354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154885"}
@inproceedings{bb159022,
AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
TITLE = "A Fixed-Point Quantization Technique for Convolutional Neural
Networks Based on Weight Scaling",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3836-3840",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154886"}
@inproceedings{bb159023,
AUTHOR = "Ajanthan, T. and Dokania, P. and Hartley, R. and Torr, P.H.S.",
TITLE = "Proximal Mean-Field for Neural Network Quantization",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4870-4879",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154887"}
@inproceedings{bb159024,
AUTHOR = "Gong, R. and Liu, X. and Jiang, S. and Li, T. and Hu, P. and Lin, J. and Yu, F. and Yan, J.",
TITLE = "Differentiable Soft Quantization:
Bridging Full-Precision and Low-Bit Neural Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4851-4860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154888"}
@inproceedings{bb159025,
AUTHOR = "Choukroun, Y. and Kravchik, E. and Yang, F. and Kisilev, P.",
TITLE = "Low-bit Quantization of Neural Networks for Efficient Inference",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "3009-3018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154889"}
@inproceedings{bb159026,
AUTHOR = "Hu, Y. and Li, J. and Long, X. and Hu, S. and Zhu, J. and Wang, X. and Gu, Q.",
TITLE = "Cluster Regularized Quantization for Deep Networks Compression",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "914-918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154890"}
@inproceedings{bb159027,
AUTHOR = "Manessi, F. and Rozza, A. and Bianco, S. and Napoletano, P. and Schettini, R.",
TITLE = "Automated Pruning for Deep Neural Network Compression",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "657-664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154891"}
@inproceedings{bb159028,
AUTHOR = "Faraone, J. and Fraser, N. and Blott, M. and Leong, P.H.W.",
TITLE = "SYQ: Learning Symmetric Quantization for Efficient Deep Neural
Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "4300-4309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154892"}
@inproceedings{bb159029,
AUTHOR = "Frickenstein, A. and Unger, C. and Stechele, W.",
TITLE = "Resource-Aware Optimization of DNNs for Embedded Applications",
BOOKTITLE = CRV19,
YEAR = "2019",
PAGES = "17-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT154893"}
@article{bb159030,
AUTHOR = "Chung, F.L. and Wang, S. and Deng, Z. and Hu, D.",
TITLE = "CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With
Sigmoid Activation Functions",
JOURNAL = SMC-B,
VOLUME = "36",
YEAR = "2006",
NUMBER = "6",
MONTH = "December",
PAGES = "1319-1331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154894"}
@article{bb159031,
AUTHOR = "Fan, C.X. and Li, Y. and Tian, L. and Li, Y.",
TITLE = "Rectifying Transformation Networks for Transformation-Invariant
Representations with Power Law",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "675-679",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154895"}
@article{bb159032,
AUTHOR = "Zhou, B. and Bau, D. and Oliva, A. and Torralba, A.B.",
TITLE = "Interpreting Deep Visual Representations via Network Dissection",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "2131-2145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154896"}
@article{bb159033,
AUTHOR = "Liu, R.S. and Cheng, S.C. and Ma, L. and Fan, X. and Luo, Z.X.",
TITLE = "Deep Proximal Unrolling:
Algorithmic Framework, Convergence Analysis and Applications",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "5013-5026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154897"}
@article{bb159034,
AUTHOR = "Hu, S.X. and Zagoruyko, S. and Komodakis, N.",
TITLE = "Exploring weight symmetry in deep neural networks",
JOURNAL = CVIU,
VOLUME = "187",
YEAR = "2019",
PAGES = "102786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154898"}
@article{bb159035,
AUTHOR = "Gao, X.J. and Zhang, Z. and Mu, T.T. and Zhang, X.D. and Cui, C.R. and Wang, M.",
TITLE = "Self-attention driven adversarial similarity learning network",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
PAGES = "107331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154899"}
@article{bb159036,
AUTHOR = "Fu, W.J. and Wang, M. and Du, M.N. and Liu, N.H. and Hao, S.J. and Hu, X.",
TITLE = "Differentiated Explanation of Deep Neural Networks With Skewed
Distributions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "2909-2922",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154900"}
@article{bb159037,
AUTHOR = "Rickmann, A.M. and Roy, A.G. and Sarasua, I. and Wachinger, C.",
TITLE = "Recalibrating 3D ConvNets With Project Excite",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "2461-2471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154901"}
@inproceedings{bb159038,
AUTHOR = "Sarasua, I. and Polsterl, S. and Wachinger, C.",
TITLE = "Recalibration of Neural Networks for Point Cloud Analysis",
BOOKTITLE = "3DV20",
YEAR = "2020",
PAGES = "443-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154902"}
@article{bb159039,
AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
TITLE = "Learning Reliable Visual Saliency For Model Explanations",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1796-1807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154903"}
@article{bb159040,
AUTHOR = "Patro, B.N. and Lunayach, M. and Namboodiri, V.P.",
TITLE = "Uncertainty Class Activation Map (U-CAM) Using Gradient Certainty
Method",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "1910-1924",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154904"}
@inproceedings{bb159041,
AUTHOR = "Patro, B.N. and Lunayach, M. and Patel, S. and Namboodiri, V.P.",
TITLE = "U-CAM:
Visual Explanation Using Uncertainty Based Class Activation Maps",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "7443-7452",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154905"}
@article{bb159042,
AUTHOR = "Monga, V. and Li, Y. and Eldar, Y.C.",
TITLE = "Algorithm Unrolling: Interpretable, Efficient Deep Learning for
Signal and Image Processing",
JOURNAL = SPMag,
VOLUME = "38",
YEAR = "2021",
NUMBER = "2",
MONTH = "March",
PAGES = "18-44",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154906"}
@article{bb159043,
AUTHOR = "Van Luong, H. and Joukovsky, B. and Deligiannis, N.",
TITLE = "Designing Interpretable Recurrent Neural Networks for Video
Reconstruction via Deep Unfolding",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "4099-4113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154907"}
@article{bb159044,
AUTHOR = "La Gatta, V. and Moscato, V. and Postiglione, M. and Sperli, G.",
TITLE = "PASTLE: Pivot-aided space transformation for local explanations",
JOURNAL = PRL,
VOLUME = "149",
YEAR = "2021",
PAGES = "67-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154908"}
@article{bb159045,
AUTHOR = "Dazeley, R. and Vamplew, P. and Foale, C. and Young, C. and Aryal, S.I. and Cruz, F.",
TITLE = "Levels of explainable artificial intelligence for human-aligned
conversational explanations",
JOURNAL = AI,
VOLUME = "299",
YEAR = "2021",
PAGES = "103525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154909"}
@article{bb159046,
AUTHOR = "Yang, Z.B. and Zhang, A. and Sudjianto, A.",
TITLE = "GAMI-Net: An explainable neural network based on generalized additive
models with structured interactions",
JOURNAL = PR,
VOLUME = "120",
YEAR = "2021",
PAGES = "108192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154910"}
@article{bb159047,
AUTHOR = "Ivanovs, M. and Kadikis, R. and Ozols, K.",
TITLE = "Perturbation-based methods for explaining deep neural networks:
A survey",
JOURNAL = PRL,
VOLUME = "150",
YEAR = "2021",
PAGES = "228-234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154911"}
@article{bb159048,
AUTHOR = "Zhu, S. and Yang, T. and Chen, C.",
TITLE = "Visual Explanation for Deep Metric Learning",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "7593-7607",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154912"}
@article{bb159049,
AUTHOR = "Cui, Y. and Du, Y.T. and Wang, X. and Wang, H. and Su, C.",
TITLE = "Leveraging attention-based visual clue extraction for image
classification",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "12",
PAGES = "2937-2947",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154913"}
@article{bb159050,
AUTHOR = "Dombrowski, A.K. and Anders, C.J. and Muller, K.R. and Kessel, P.",
TITLE = "Towards robust explanations for deep neural networks",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108194",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154914"}
@article{bb159051,
AUTHOR = "Losch, M.M. and Fritz, M. and Schiele, B.",
TITLE = "Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep
Representations",
JOURNAL = IJCV,
VOLUME = "129",
YEAR = "2021",
NUMBER = "11",
MONTH = "November",
PAGES = "3136-3153",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154915"}
@inproceedings{bb159052,
AUTHOR = "Schiele, B. and Fritz, M. and Losch, M.M.",
TITLE = "Semantic Bottlenecks: Quantifying and Improving Inspectability of Deep
Representations",
BOOKTITLE = GCPR20,
YEAR = "2020",
PAGES = "15-29",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154915"}
@article{bb159053,
AUTHOR = "Kook, L. and Herzog, L. and Hothorn, T. and Durr, O. and Sick, B.",
TITLE = "Deep and interpretable regression models for ordinal outcomes",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154916"}
@article{bb159054,
AUTHOR = "Kim, J. and Kim, S. and Kim, S.T. and Ro, Y.M.",
TITLE = "Robust Perturbation for Visual Explanation: Cross-Checking Mask
Optimization to Avoid Class Distortion",
JOURNAL = IP,
VOLUME = "31",
YEAR = "2022",
PAGES = "301-313",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154917"}
@article{bb159055,
AUTHOR = "Sokolovska, N. and Behbahani, Y.M.",
TITLE = "Vanishing boosted weights: A consistent algorithm to learn
interpretable rules",
JOURNAL = PRL,
VOLUME = "152",
YEAR = "2021",
PAGES = "63-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154918"}
@article{bb159056,
AUTHOR = "Narwaria, M.",
TITLE = "Does explainable machine learning uncover the black box in vision
applications?",
JOURNAL = IVC,
VOLUME = "118",
YEAR = "2022",
PAGES = "104353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154919"}
@article{bb159057,
AUTHOR = "Ben Sahel, Y. and Bryan, J.P. and Cleary, B. and Farhi, S.L. and Eldar, Y.C.",
TITLE = "Deep Unrolled Recovery in Sparse Biological Imaging:
Achieving fast, accurate results",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "2",
MONTH = "March",
PAGES = "45-57",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154920"}
@article{bb159058,
AUTHOR = "Zheng, T.Y. and Wang, Q. and Shen, Y. and Ma, X. and Lin, X.T.",
TITLE = "High-resolution rectified gradient-based visual explanations for
weakly supervised segmentation",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108724",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154921"}
@article{bb159059,
AUTHOR = "Cooper, J. and Arandjelovic, O. and Harrison, D.J.",
TITLE = "Believe the HiPe: Hierarchical perturbation for fast, robust, and
model-agnostic saliency mapping",
JOURNAL = PR,
VOLUME = "129",
YEAR = "2022",
PAGES = "108743",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154922"}
@article{bb159060,
AUTHOR = "Mochaourab, R. and Venkitaraman, A. and Samsten, I. and Papapetrou, P. and Rojas, C.R.",
TITLE = "Post Hoc Explainability for Time Series Classification:
Toward a signal processing perspective",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "119-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154923"}
@article{bb159061,
AUTHOR = "Ho, T.K. and Luo, Y.F. and Guido, R.C.",
TITLE = "Explainability of Methods for Critical Information Extraction From
Clinical Documents: A survey of representative works",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "96-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154924"}
@article{bb159062,
AUTHOR = "Letzgus, S. and Wagner, P. and Lederer, J. and Samek, W. and Muller, K.R. and Montavon, G.",
TITLE = "Toward Explainable Artificial Intelligence for Regression Models: A
methodological perspective",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "40-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154925"}
@article{bb159063,
AUTHOR = "Al Regib, G. and Prabhushankar, M.",
TITLE = "Explanatory Paradigms in Neural Networks: Towards relevant and
contextual explanations",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "59-72",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154926"}
@article{bb159064,
AUTHOR = "Nielsen, I.E. and Dera, D. and Rasool, G. and Ramachandran, R.P. and Bouaynaya, N.C.",
TITLE = "Robust Explainability: A tutorial on gradient-based attribution
methods for deep neural networks",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "73-84",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154927"}
@article{bb159065,
AUTHOR = "Das, P. and Varshney, L.R.",
TITLE = "Explaining Artificial Intelligence Generation and Creativity: Human
interpretability for novel ideas and artifacts",
JOURNAL = SPMag,
VOLUME = "39",
YEAR = "2022",
NUMBER = "4",
MONTH = "July",
PAGES = "85-95",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154928"}
@article{bb159066,
AUTHOR = "Temenos, A. and Tzortzis, I.N. and Kaselimi, M. and Rallis, I. and Doulamis, A. and Doulamis, N.",
TITLE = "Novel Insights in Spatial Epidemiology Utilizing Explainable AI (XAI)
and Remote Sensing",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154929"}
@article{bb159067,
AUTHOR = "Corbiere, C. and Thome, N. and Saporta, A. and Vu, T.H. and Cord, M. and Perez, P.",
TITLE = "Confidence Estimation via Auxiliary Models",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6043-6055",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154930"}
@article{bb159068,
AUTHOR = "Dietterich, T.G. and Guyer, A.",
TITLE = "The familiarity hypothesis:
Explaining the behavior of deep open set methods",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108931",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154931"}
@article{bb159069,
AUTHOR = "Jung, H.G. and Kang, S.H. and Kim, H.D. and Won, D.O. and Lee, S.W.",
TITLE = "Counterfactual explanation based on gradual construction for deep
networks",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108958",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154932"}
@article{bb159070,
AUTHOR = "Schnake, T. and Eberle, O. and Lederer, J. and Nakajima, S. and Schutt, K.T. and Muller, K.R. and Montavon, G.",
TITLE = "Higher-Order Explanations of Graph Neural Networks via Relevant Walks",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "11",
MONTH = "November",
PAGES = "7581-7596",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154933"}
@article{bb159071,
AUTHOR = "Giryes, R.",
TITLE = "A Function Space Analysis of Finite Neural Networks With Insights
From Sampling Theory",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "27-37",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154934"}
@article{bb159072,
AUTHOR = "Fu, Y.W. and Liu, C. and Li, D.H. and Zhong, Z.Y. and Sun, X.W. and Zeng, J.S. and Yao, Y.",
TITLE = "Exploring Structural Sparsity of Deep Networks Via Inverse Scale
Spaces",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1749-1765",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154935"}
@article{bb159073,
AUTHOR = "Wang, X. and Wu, Y.X. and Zhang, A. and Feng, F. and He, X.N. and Chua, T.S.",
TITLE = "Reinforced Causal Explainer for Graph Neural Networks",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "2297-2309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154936"}
@article{bb159074,
AUTHOR = "Gautam, S. and Hohne, M.M.C. and Hansen, S. and Jenssen, R. and Kampffmeyer, M.",
TITLE = "This looks More Like that: Enhancing Self-Explaining Models by
Prototypical Relevance Propagation",
JOURNAL = PR,
VOLUME = "136",
YEAR = "2023",
PAGES = "109172",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154937"}
@article{bb159075,
AUTHOR = "Sousa, E.V. and Vasconcelos, C.N. and Fernandes, L.A.F.",
TITLE = "An analysis of ConformalLayers' robustness to corruptions in natural
images",
JOURNAL = PRL,
VOLUME = "166",
YEAR = "2023",
PAGES = "190-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154938"}
@article{bb159076,
AUTHOR = "Alfarra, M. and Bibi, A. and Hammoud, H. and Gaafar, M. and Ghanem, B.",
TITLE = "On the Decision Boundaries of Neural Networks:
A Tropical Geometry Perspective",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "4",
MONTH = "April",
PAGES = "5027-5037",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154939"}
@article{bb159077,
AUTHOR = "Yuan, H. and Yu, H.Y. and Gui, S. and Ji, S.W.",
TITLE = "Explainability in Graph Neural Networks: A Taxonomic Survey",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "5",
MONTH = "May",
PAGES = "5782-5799",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154940"}
@article{bb159078,
AUTHOR = "Wickstrom, K.K. and Trosten, D.J. and Lokse, S. and Boubekki, A. and Mikalsen, K.o. and Kampffmeyer, M.C. and Jenssen, R.",
TITLE = "RELAX: Representation Learning Explainability",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "6",
MONTH = "June",
PAGES = "1584-1610",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154941"}
@article{bb159079,
AUTHOR = "Qiao, S.S. and Wang, R.P. and Shan, S.G. and Chen, X.L.",
TITLE = "Hierarchical disentangling network for object representation learning",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154942"}
@article{bb159080,
AUTHOR = "Lin, C.S. and Wang, Y.C.A.F.",
TITLE = "Describe, Spot and Explain: Interpretable Representation Learning for
Discriminative Visual Reasoning",
JOURNAL = IP,
VOLUME = "32",
YEAR = "2023",
PAGES = "2481-2492",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154943"}
@article{bb159081,
AUTHOR = "Nguyen, K.P. and Treacher, A.H. and Montillo, A.A.",
TITLE = "Adversarially-Regularized Mixed Effects Deep Learning (ARMED) Models
Improve Interpretability, Performance, and Generalization on
Clustered (non-iid) Data",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8081-8093",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154944"}
@article{bb159082,
AUTHOR = "Wang, P. and Vasconcelos, N.M.",
TITLE = "A Generalized Explanation Framework for Visualization of Deep
Learning Model Predictions",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9265-9283",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154945"}
@article{bb159083,
AUTHOR = "Xu, J.J. and Zhang, Z.X. and Hu, X.L.",
TITLE = "Extracting Semantic Knowledge From GANs With Unsupervised Learning",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "8",
MONTH = "August",
PAGES = "9654-9668",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154946"}
@inproceedings{bb159084,
AUTHOR = "Iida, T. and Komatsu, T. and Kaneda, K. and Hirakawa, T. and Yamashita, T. and Fujiyoshi, H. and Sugiura, K.",
TITLE = "Visual Explanation Generation Based on Lambda Attention Branch Networks",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "II:475-490",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154947"}
@article{bb159085,
AUTHOR = "Li, X. and Lei, H.J. and Zhang, L. and Wang, M.Z.",
TITLE = "Differentiable Logic Policy for Interpretable Deep Reinforcement
Learning: A Study From an Optimization Perspective",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "10",
MONTH = "October",
PAGES = "11654-11667",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154948"}
@article{bb159086,
AUTHOR = "Wargnier Dauchelle, V. and Grenier, T. and Durand Dubief, F. and Cotton, F. and Sdika, M.",
TITLE = "A Weakly Supervised Gradient Attribution Constraint for Interpretable
Classification and Anomaly Detection",
JOURNAL = MedImg,
VOLUME = "42",
YEAR = "2023",
NUMBER = "11",
MONTH = "November",
PAGES = "3336-3347",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154949"}
@article{bb159087,
AUTHOR = "Asnani, V. and Yin, X. and Hassner, T. and Liu, X.M.",
TITLE = "Reverse Engineering of Generative Models:
Inferring Model Hyperparameters From Generated Images",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "15477-15493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154950"}
@article{bb159088,
AUTHOR = "Shi, W. and Zhang, W.T. and Zheng, W.S. and Wang, R.X.",
TITLE = "PAMI: Partition Input and Aggregate Outputs for Model Interpretation",
JOURNAL = PR,
VOLUME = "145",
YEAR = "2024",
PAGES = "109898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154951"}
@article{bb159089,
AUTHOR = "Echeberria Barrio, X. and Gil Lerchundi, A. and Mendialdua, I. and Orduna Urrutia, R.",
TITLE = "Topological safeguard for evasion attack interpreting the neural
networks' behavior",
JOURNAL = PR,
VOLUME = "147",
YEAR = "2024",
PAGES = "110130",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154952"}
@article{bb159090,
AUTHOR = "Brocki, L. and Chung, N.C.",
TITLE = "Feature perturbation augmentation for reliable evaluation of
importance estimators in neural networks",
JOURNAL = PRL,
VOLUME = "176",
YEAR = "2023",
PAGES = "131-139",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154953"}
@article{bb159091,
AUTHOR = "Joukovsky, B. and Eldar, Y.C. and Deligiannis, N.",
TITLE = "Interpretable Neural Networks for Video Separation:
Deep Unfolding RPCA With Foreground Masking",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "108-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154954"}
@article{bb159092,
AUTHOR = "Dan, T.T. and Kim, M. and Kim, W.H. and Wu, G.R.",
TITLE = "Developing Explainable Deep Model for Discovering Novel Control
Mechanism of Neuro-Dynamics",
JOURNAL = MedImg,
VOLUME = "43",
YEAR = "2024",
NUMBER = "1",
MONTH = "January",
PAGES = "427-438",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154955"}
@article{bb159093,
AUTHOR = "Apicella, A. and Isgro, F. and Prevete, R.",
TITLE = "Hidden classification layers: Enhancing linear separability between
classes in neural networks layers",
JOURNAL = PRL,
VOLUME = "177",
YEAR = "2024",
PAGES = "69-74",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154956"}
@inproceedings{bb159094,
AUTHOR = "Apicella, A. and Giugliano, S. and Isgro, F. and Prevete, R.",
TITLE = "A General Approach to Compute the Relevance of Middle-level Input
Features",
BOOKTITLE = EDL-AI20,
YEAR = "2020",
PAGES = "189-203",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154957"}
@article{bb159095,
AUTHOR = "Li, Y.S. and Liang, H.J. and Zheng, H.F. and Yu, R.",
TITLE = "CR-CAM: Generating explanations for deep neural networks by
contrasting and ranking features",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110251",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT154958"}
@article{bb159096,
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#TT154959"}
@article{bb159097,
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#TT154960"}
@article{bb159098,
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#TT154961"}
@article{bb159099,
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#TT154962"}
Last update:Jan 23, 2026 at 20:54:10