@article{bb165800,
        AUTHOR = "Ignatov, D. and Ignatov, A.",
        TITLE = "Controlling information capacity of binary neural network",
        JOURNAL = PRL,
        VOLUME = "138",
        YEAR = "2020",
        PAGES = "276-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161640"}

@article{bb165801,
        AUTHOR = "Zhou, X.C. and Ding, R. and Liu, H.J.",
        TITLE = "LC-BiDet:
Laterally Connected Binary Detector with Efficient Image Processing",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1262-1266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161641"}

@article{bb165802,
        AUTHOR = "Liu, C.L. and Ding, W.R. and Chen, P. and Zhuang, B. and Wang, Y.F. and Zhao, Y. and Zhang, B.C. and Han, Y.Q.",
        TITLE = "RB-Net: Training Highly Accurate and Efficient Binary Neural Networks
With Reshaped Point-Wise Convolution and Balanced Activation",
        JOURNAL = CirSysVideo,
        VOLUME = "32",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6414-6424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161642"}

@article{bb165803,
        AUTHOR = "Wang, Q. and Guo, N. and Xiong, Z.T. and Yin, Z.P. and Li, X.L.",
        TITLE = "Gradient Matters: Designing Binarized Neural Networks via Enhanced
Information-Flow",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7551-7562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161643"}

@article{bb165804,
        AUTHOR = "Qin, H.T. and Zhang, X.G. and Gong, R.H. and Ding, Y. and Xu, Y. and Liu, X.L.",
        TITLE = "Distribution-Sensitive Information Retention for Accurate Binary Neural
Network",
        JOURNAL = IJCV,
        VOLUME = "131",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "26-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161644"}

@inproceedings{bb165805,
        AUTHOR = "Qin, H.T. and Gong, R.H. and Liu, X.L. and Shen, M. and Wei, Z. and Yu, F. and Song, J.",
        TITLE = "Forward and Backward Information Retention for Accurate Binary Neural
Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2247-2256",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161645"}

@article{bb165806,
        AUTHOR = "Chien, J.T. and Chang, S.T.",
        TITLE = "Bayesian asymmetric quantized neural networks",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109463",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161646"}

@article{bb165807,
        AUTHOR = "Zhao, Z. and Xu, K. and Ma, Y.X. and Wan, J.W.",
        TITLE = "A gradient optimization and manifold preserving based binary neural
network for point cloud",
        JOURNAL = PR,
        VOLUME = "139",
        YEAR = "2023",
        PAGES = "109445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161647"}

@article{bb165808,
        AUTHOR = "Lin, M.B. and Ji, R.R. and Xu, Z.H. and Zhang, B.C. and Chao, F. and Lin, C.W. and Shao, L.",
        TITLE = "SiMaN: Sign-to-Magnitude Network Binarization",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "6277-6288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161648"}

@article{bb165809,
        AUTHOR = "Lin, Y.H. and Niu, L.F. and Xiao, Y. and Zhou, R.Z.",
        TITLE = "Diluted binary neural network",
        JOURNAL = PR,
        VOLUME = "140",
        YEAR = "2023",
        PAGES = "109556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161649"}

@inproceedings{bb165810,
        AUTHOR = "Park, J. and Lee, S.",
        TITLE = "Energy-efficient Image Processing Using Binary Neural Networks with
Hadamard Transform",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "V:512-526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161650"}

@article{bb165811,
        AUTHOR = "Xie, Y. and Hou, X. and Guo, Y.W. and Wang, X.Y. and Zheng, J.B.",
        TITLE = "Joint-Guided Distillation Binary Neural Network via Dynamic
Channel-Wise Diversity Enhancement for Object Detection",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "448-460",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161651"}

@article{bb165812,
        AUTHOR = "Sengupta, S. and Anastasio, M.A.",
        TITLE = "A Test Statistic Estimation-Based Approach for Establishing
Self-Interpretable CNN-Based Binary Classifiers",
        JOURNAL = MedImg,
        VOLUME = "43",
        YEAR = "2024",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1753-1765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161652"}

@article{bb165813,
        AUTHOR = "Yuan, M.Y. and Pei, S.W.",
        TITLE = "RAD-BNN: Regulating activation distribution for accurate binary
neural network",
        JOURNAL = IVC,
        VOLUME = "148",
        YEAR = "2024",
        PAGES = "105114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161653"}

@article{bb165814,
        AUTHOR = "Ding, R. and Wang, Y.X. and Liu, H.J. and Zhou, X.C.",
        TITLE = "GOENet: Group Operations Enhanced Binary Neural Network for Efficient
Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "31",
        YEAR = "2024",
        PAGES = "2705-2709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161654"}

@article{bb165815,
        AUTHOR = "Ding, R. and Wang, Y.X. and Liu, H.J. and Zhou, X.C.",
        TITLE = "Binary Neural Networks With Feature Information Retention for
Efficient Image Classification",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1321-1325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161655"}

@article{bb165816,
        AUTHOR = "Lin, Y.C. and Wang, Y.X. and Ding, R. and Liu, H.J. and Zhou, X.C.",
        TITLE = "Distribution-modulated binary neural network for image classification",
        JOURNAL = IVC,
        VOLUME = "162",
        YEAR = "2025",
        PAGES = "105646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161656"}

@article{bb165817,
        AUTHOR = "Tan, M.H. and Gao, W.F. and Li, H. and Xie, J. and Gong, M.",
        TITLE = "Universal Binary Neural Networks Design by Improved Differentiable
Neural Architecture Search",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9153-9165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161657"}

@article{bb165818,
        AUTHOR = "Pei, S.W. and Zhao, X. and Yuan, M.Y.",
        TITLE = "WCFE-Net: Weight constraint and flick enforcement for improving
performance of binary neural networks",
        JOURNAL = PR,
        VOLUME = "170",
        YEAR = "2026",
        PAGES = "112085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161658"}

@article{bb165819,
        AUTHOR = "Qin, H.T. and Liu, X.L. and Ma, X.D. and Ke, L. and Zhang, Y. and Luo, J. and Magno, M.",
        TITLE = "BiVM: Accurate Binarized Neural Network for Efficient Video Matting",
        JOURNAL = PAMI,
        VOLUME = "47",
        YEAR = "2025",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "9250-9265",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161659"}

@article{bb165820,
        AUTHOR = "Xu, S. and Li, Y.J. and Wang, M.Z. and Liu, C.J. and Zhang, B.C.",
        TITLE = "Associative Recurrent Bilinear Optimization for Domain-Generalized
Binary Neural Networks",
        JOURNAL = IJCV,
        VOLUME = "134",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161660"}

@inproceedings{bb165821,
        AUTHOR = "Xu, S. and Li, Y.J. and Wang, T.C. and Ma, T. and Zhang, B.C. and Gao, P. and Qiao, Y. and Lu, J. and Guo, G.D.",
        TITLE = "Recurrent Bilinear Optimization for Binary Neural Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIV:19-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161661"}

@article{bb165822,
        AUTHOR = "Zhang, Z.K. and Ling, P. and Xu, Z.D. and Yang, W.M. and Liao, Q.M. and Xue, J.H.",
        TITLE = "BDC-Occ: Binarized Deep Convolution Unit for Binarized Occupancy
Network",
        JOURNAL = CirSysVideo,
        VOLUME = "36",
        YEAR = "2026",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "5079-5092",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161662"}

@inproceedings{bb165823,
        AUTHOR = "Guo, N.H. and Guo, H. and Meinel, C. and Yang, H.J.",
        TITLE = "Enhancing Optimization Robustness in 1-bit Neural Networks Through
Stochastic Sign Descent",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXI: 325-340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161663"}

@inproceedings{bb165824,
        AUTHOR = "Xiang, J.Y. and Chen, Z. and Li, S.Q. and Wu, Q. and Liu, Y.",
        TITLE = "OVSW: Overcoming Silent Weights for Accurate Binary Neural Networks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXXIII: 1-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161664"}

@inproceedings{bb165825,
        AUTHOR = "Vargas, E. and Correa, C.V. and Hinojosa, C. and Arguello, H.",
        TITLE = "BiPer: Binary Neural Networks Using a Periodic Function",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5684-5693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161665"}

@inproceedings{bb165826,
        AUTHOR = "Ma, R.C. and Qiao, G.C. and Liu, Y.F. and Meng, L.W. and Ning, N. and Liu, Y. and Hu, S.G.",
        TITLE = "A&B BNN: Add&Bit-Operation-Only Hardware-Friendly Binary Neural
Network",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5704-5713",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161666"}

@inproceedings{bb165827,
        AUTHOR = "Lee, C.H. and Kim, H.J. and Park, E. and Kim, J.J.",
        TITLE = "INSTA-BNN: Binary Neural Network with INSTAnce-aware Threshold",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17279-17288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161667"}

@inproceedings{bb165828,
        AUTHOR = "Wu, X.M. and Zheng, D. and Liu, Z. and Zheng, W.S.",
        TITLE = "Estimator Meets Equilibrium Perspective: A Rectified Straight Through
Estimator for Binary Neural Networks Training",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17009-17018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161668"}

@inproceedings{bb165829,
        AUTHOR = "Wang, Y.K. and Huang, W.B. and Dong, Y.P. and Sun, F.C. and Yao, A.B.",
        TITLE = "Compacting Binary Neural Networks by Sparse Kernel Selection",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24374-24383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161669"}

@inproceedings{bb165830,
        AUTHOR = "Park, G. and Yoon, J. and Zhang, H.Y. and Zhang, X. and Hwang, S.J. and Eldar, Y.C.",
        TITLE = "Bitat: Neural Network Binarization with Task-dependent Aggregated
Transformation",
        BOOKTITLE = CADK22,
        YEAR = "2022",
        PAGES = "50-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161670"}

@inproceedings{bb165831,
        AUTHOR = "Ahn, D. and Kim, H. and Kim, T. and Park, E. and Kim, J.J.",
        TITLE = "Searching for Robust Binary Neural Networks via Bimodal Parameter
Perturbation",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "2409-2418",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161671"}

@inproceedings{bb165832,
        AUTHOR = "Falkena, S. and Jamali Rad, H. and van Gemert, J.",
        TITLE = "LAB: Learnable Activation Binarizer for Binary Neural Networks",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "6414-6423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161672"}

@inproceedings{bb165833,
        AUTHOR = "Tu, Z.J. and Chen, X.H. and Ren, P.J. and Wang, Y.H.",
        TITLE = "AdaBin: Improving Binary Neural Networks with Adaptive Binary Sets",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:379-395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161673"}

@inproceedings{bb165834,
        AUTHOR = "Xing, X.R. and Li, Y.G. and Li, W. and Ding, W.R. and Jiang, Y.L. and Wang, Y.F. and Shao, J. and Liu, C.L. and Liu, X.L.",
        TITLE = "Towards Accurate Binary Neural Networks via Modeling Contextual
Dependencies",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:536-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161674"}

@inproceedings{bb165835,
        AUTHOR = "Shang, Y.Z. and Xu, D. and Duan, B. and Zong, Z.L. and Nie, L.Q. and Yan, Y.",
        TITLE = "Lipschitz Continuity Retained Binary Neural Network",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:603-619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161675"}

@inproceedings{bb165836,
        AUTHOR = "Aouad, T. and Talbot, H.",
        TITLE = "Binary Morphological Neural Network",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "3276-3280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161676"}

@inproceedings{bb165837,
        AUTHOR = "Zhang, Y.C. and Zhang, Z.R. and Lew, L.",
        TITLE = "PokeBNN: A Binary Pursuit of Lightweight Accuracy",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12465-12475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161677"}

@inproceedings{bb165838,
        AUTHOR = "Le, H. and Hoier, R.K. and Lin, C.T. and Zach, C.",
        TITLE = "AdaSTE: An Adaptive Straight-Through Estimator to Train Binary Neural
Networks",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "460-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161678"}

@inproceedings{bb165839,
        AUTHOR = "Kim, D. and Choi, J.H.",
        TITLE = "Unsupervised Representation Learning for Binary Networks by Joint
Classifier Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "9737-9746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161679"}

@inproceedings{bb165840,
        AUTHOR = "Sasdelli, M. and Chin, T.J.",
        TITLE = "Quantum Annealing Formulation for Binary Neural Networks",
        BOOKTITLE = DICTA21,
        YEAR = "2021",
        PAGES = "1-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161680"}

@inproceedings{bb165841,
        AUTHOR = "Kim, H.J. and Park, J. and Lee, C.H. and Kim, J.J.",
        TITLE = "Improving Accuracy of Binary Neural Networks using Unbalanced
Activation Distribution",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "7858-7867",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161681"}

@inproceedings{bb165842,
        AUTHOR = "Suarez Ramirez, C.D. and Gonzalez Mendoza, M. and Chang, L. and Ochoa Ruiz, G. and Duran Vega, M.A.",
        TITLE = "A Bop and Beyond: A Second Order Optimizer for Binarized Neural
Networks",
        BOOKTITLE = LXCV21,
        YEAR = "2021",
        PAGES = "1273-1281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161682"}

@inproceedings{bb165843,
        AUTHOR = "Redfern, A.J. and Zhu, L.J. and Newquist, M.K.",
        TITLE = "BCNN: A Binary CNN With All Matrix Ops Quantized To 1 Bit Precision",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4599-4607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161683"}

@inproceedings{bb165844,
        AUTHOR = "Razani, R. and Morin, G. and Sari, E. and Nia, V.P.",
        TITLE = "Adaptive Binary-Ternary Quantization",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4608-4613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161684"}

@inproceedings{bb165845,
        AUTHOR = "Chen, T.L. and Zhang, Z.Y. and Ouyang, X. and Liu, Z.C. and Shen, Z.Q. and Wang, Z.Y.",
        TITLE = "'BNN - BN = ?': Training Binary Neural Networks without Batch
Normalization",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4614-4624",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161685"}

@inproceedings{bb165846,
        AUTHOR = "Samragh, M. and Hussain, S. and Zhang, X. and Huang, K. and Koushanfar, F.",
        TITLE = "On the Application of Binary Neural Networks in Oblivious Inference",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4625-4634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161686"}

@inproceedings{bb165847,
        AUTHOR = "Laydevant, J. and Ernoult, M. and Querlioz, D. and Grollier, J.",
        TITLE = "Training Dynamical Binary Neural Networks with Equilibrium
Propagation",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4635-4644",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161687"}

@inproceedings{bb165848,
        AUTHOR = "Pan, H.Y. and Badawi, D. and Cetin, A.E.",
        TITLE = "Fast Walsh-Hadamard Transform and Smooth-Thresholding Based Binary
Layers in Deep Neural Networks",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4645-4654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161688"}

@inproceedings{bb165849,
        AUTHOR = "Livochka, A. and Shekhovtsov, A.",
        TITLE = "Initialization and Transfer Learning of Stochastic Binary Networks
from Real-Valued Ones",
        BOOKTITLE = BiVision21,
        YEAR = "2021",
        PAGES = "4655-4663",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161689"}

@inproceedings{bb165850,
        AUTHOR = "He, X.Y. and Mo, Z.T. and Cheng, K. and Xu, W.X. and Hu, Q.H. and Wang, P.S. and Liu, Q.S. and Cheng, J.",
        TITLE = "Proxybnn: Learning Binarized Neural Networks via Proxy Matrices",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "III:223-241",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161690"}

@inproceedings{bb165851,
        AUTHOR = "Liu, Z.C. and Shen, Z.Q. and Savvides, M. and Cheng, K.T.",
        TITLE = "Reactnet: Towards Precise Binary Neural Network with Generalized
Activation Functions",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIV:143-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161691"}

@inproceedings{bb165852,
        AUTHOR = "Kim, D. and Singh, K.P. and Choi, J.H.",
        TITLE = "Learning Architectures for Binary Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XII: 575-591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161692"}

@inproceedings{bb165853,
        AUTHOR = "Phan, H. and Huynh, D. and He, Y.H. and Savvides, M. and Shen, Z.Q.",
        TITLE = "MoBiNet: A Mobile Binary Network for Image Classification",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3442-3451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161693"}

@inproceedings{bb165854,
        AUTHOR = "Phan, H. and Liu, Z.C. and Huynh, D. and Savvides, M. and Cheng, K.T. and Shen, Z.Q.",
        TITLE = "Binarizing MobileNet via Evolution-Based Searching",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "13417-13426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161694"}

@inproceedings{bb165855,
        AUTHOR = "Bethge, J. and Yang, H. and Meinel, C.",
        TITLE = "Training Accurate Binary Neural Networks from Scratch",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "899-903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161695"}

@inproceedings{bb165856,
        AUTHOR = "Bethge, J. and Bartz, C. and Yang, H.J. and Chen, Y. and Meinel, C.",
        TITLE = "MeliusNet: An Improved Network Architecture for Binary Neural
Networks",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1438-1447",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161696"}

@inproceedings{bb165857,
        AUTHOR = "Bethge, J. and Yang, H. and Bornstein, M. and Meinel, C.",
        TITLE = "BinaryDenseNet: Developing an Architecture for Binary Neural Networks",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "1951-1960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161697"}

@inproceedings{bb165858,
        AUTHOR = "Xu, Y.H. and Dong, X. and Li, Y.D. and Su, H.",
        TITLE = "A Main/Subsidiary Network Framework for Simplifying Binary Neural
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7147-7155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161698"}

@inproceedings{bb165859,
        AUTHOR = "Shen, M. and Han, K. and Xu, C. and Wang, Y.",
        TITLE = "Searching for Accurate Binary Neural Architectures",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "2041-2044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161699"}

@inproceedings{bb165860,
        AUTHOR = "Prabhu, A. and Batchu, V. and Gajawada, R. and Munagala, S.A. and Namboodiri, A.",
        TITLE = "Hybrid Binary Networks: Optimizing for Accuracy, Efficiency and
Memory",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "821-829",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161700"}

@article{bb165861,
        AUTHOR = "He, Z. and Liu, H. and Wang, Y.W. and Hu, J.",
        TITLE = "Generative Adversarial Networks-Based Semi-Supervised Learning for
Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161701"}

@article{bb165862,
        AUTHOR = "He, Z. and Wang, Y.W. and Hu, J.",
        TITLE = "Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like
Regularization for Hyperspectral Classification",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "2",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161702"}

@article{bb165863,
        AUTHOR = "Creswell, A. and White, T. and Dumoulin, V. and Arulkumaran, K. and Sengupta, B. and Bharath, A.A.",
        TITLE = "Generative Adversarial Networks: An Overview",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "53-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161703"}

@article{bb165864,
        AUTHOR = "Gao, F. and Yang, Y. and Wang, J. and Sun, J.P. and Yang, E. and Zhou, H.Y.",
        TITLE = "A Deep Convolutional Generative Adversarial Networks (DCGANs)-Based
Semi-Supervised Method for Object Recognition in Synthetic Aperture
Radar (SAR) Images",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "6",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161704"}

@article{bb165865,
        AUTHOR = "Chang, W.K. and Yang, G.D. and Yu, J.Z. and Liang, Z.Z.",
        TITLE = "Real-time segmentation of various insulators using generative
adversarial networks",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "596-602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161705"}

@article{bb165866,
        AUTHOR = "Zhu, L. and Chen, Y. and Ghamisi, P. and Benediktsson, J.A.",
        TITLE = "Generative Adversarial Networks for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "5046-5063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161706"}

@article{bb165867,
        AUTHOR = "Hang, R.L. and Zhou, F. and Liu, Q.S. and Ghamisi, P.",
        TITLE = "Classification of Hyperspectral Images via Multitask Generative
Adversarial Networks",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "1424-1436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161707"}

@article{bb165868,
        AUTHOR = "Zheng, R.B. and Wu, G.Q. and Yan, C. and Zhang, R. and Luo, Z. and Yan, B.P.",
        TITLE = "Exploration in Mapping Kernel-Based Home Range Models from Remote
Sensing Imagery with Conditional Adversarial Networks",
        JOURNAL = RS,
        VOLUME = "10",
        YEAR = "2018",
        NUMBER = "11",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161708"}

@article{bb165869,
        AUTHOR = "Ding, S. and Wallin, A.",
        TITLE = "Towards recovery of conditional vectors from conditional generative
adversarial networks",
        JOURNAL = PRL,
        VOLUME = "122",
        YEAR = "2019",
        PAGES = "66-72",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161709"}

@article{bb165870,
        AUTHOR = "Chen, L.Q. and Wang, P. and Dong, H. and Shi, F. and Han, J. and Guo, Y. and Childs, P.R.N. and Xiao, J. and Wu, C.",
        TITLE = "An artificial intelligence based data-driven approach for design
ideation",
        JOURNAL = JVCIR,
        VOLUME = "61",
        YEAR = "2019",
        PAGES = "10-22",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161710"}

@article{bb165871,
        AUTHOR = "Deng, C. and Yang, E. and Liu, T. and Li, J. and Liu, W. and Tao, D.",
        TITLE = "Unsupervised Semantic-Preserving Adversarial Hashing for Image Search",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4032-4044",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161711"}

@article{bb165872,
        AUTHOR = "Wang, X. and Tan, K. and Du, Q. and Chen, Y. and Du, P.",
        TITLE = "Caps-TripleGAN: GAN-Assisted CapsNet for Hyperspectral Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "57",
        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "7232-7245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161712"}

@article{bb165873,
        AUTHOR = "Mao, X.D. and Li, Q. and Xie, H.R. and Lau, R.Y.K. and Wang, Z. and Smolley, S.P.",
        TITLE = "On the Effectiveness of Least Squares Generative Adversarial Networks",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2947-2960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161713"}

@inproceedings{bb165874,
        AUTHOR = "Mao, X.D. and Li, Q. and Xie, H.R. and Lau, R.Y.K. and Wang, Z. and Smolley, S.P.",
        TITLE = "Least Squares Generative Adversarial Networks",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "2813-2821",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161714"}

@article{bb165875,
        AUTHOR = "Sun, Y. and Chen, J. and Liu, Q.S. and Liu, G.C.",
        TITLE = "Learning image compressed sensing with sub-pixel convolutional
generative adversarial network",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107051",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161715"}

@article{bb165876,
        AUTHOR = "Wojna, Z. and Ferrari, V. and Guadarrama, S. and Silberman, N. and Chen, L.C. and Fathi, A. and Uijlings, J.",
        TITLE = "The Devil is in the Decoder: Classification, Regression and GANs",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "11-12",
        MONTH = "December",
        PAGES = "1694-1706",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161716"}

@article{bb165877,
        AUTHOR = "Wei, G. and Luo, M. and Liu, H. and Zhang, D.H. and Zheng, Q.H.",
        TITLE = "Progressive generative adversarial networks with reliable sample
identification",
        JOURNAL = PRL,
        VOLUME = "130",
        YEAR = "2020",
        PAGES = "91-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161717"}

@article{bb165878,
        AUTHOR = "Milbich, T. and Ghori, O. and Diego, F. and Ommer, B.",
        TITLE = "Unsupervised representation learning by discovering reliable image
relations",
        JOURNAL = PR,
        VOLUME = "102",
        YEAR = "2020",
        PAGES = "107107",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161718"}

@inproceedings{bb165879,
        AUTHOR = "Lorenz, D. and Bereska, L. and Milbich, T. and Ommer, B.",
        TITLE = "Unsupervised Part-Based Disentangling of Object Shape and Appearance",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10947-10956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161719"}

@article{bb165880,
        AUTHOR = "Feng, J. and Feng, X.L. and Chen, J.T. and Cao, X.H. and Zhang, X.R. and Jiao, L.C. and Yu, T.",
        TITLE = "Generative Adversarial Networks Based on Collaborative Learning and
Attention Mechanism for Hyperspectral Image Classification",
        JOURNAL = RS,
        VOLUME = "12",
        YEAR = "2020",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161720"}

@article{bb165881,
        AUTHOR = "Qi, M. and Wang, Y. and Li, A. and Luo, J.",
        TITLE = "STC-GAN: Spatio-Temporally Coupled Generative Adversarial Networks
for Predictive Scene Parsing",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "5420-5430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161721"}

@article{bb165882,
        AUTHOR = "Newson, A. and Almansa, A. and Gousseau, Y. and Ladjal, S.",
        TITLE = "Processing Simple Geometric Attributes with Autoencoders",
        JOURNAL = JMIV,
        VOLUME = "62",
        YEAR = "2020",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "293-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161722"}

@article{bb165883,
        AUTHOR = "Zhang, L. and Zhao, J.Y. and Ye, X.L. and Chen, Y.",
        TITLE = "Cooperation: A new force for boosting generative adversarial nets with
dual-network structure",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "May",
        PAGES = "1073-1080",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161723"}

@article{bb165884,
        AUTHOR = "Qi, G.J.",
        TITLE = "Loss-Sensitive Generative Adversarial Networks on Lipschitz Densities",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1118-1140",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161724"}

@article{bb165885,
        AUTHOR = "Ravat, R.S. and Verma, Y.",
        TITLE = "A retrieval-based approach for diverse and image-specific adversary
selection",
        JOURNAL = MultInfoRetr,
        VOLUME = "9",
        YEAR = "2020",
        NUMBER = "2",
        MONTH = "June",
        PAGES = "125-133",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161725"}

@article{bb165886,
        AUTHOR = "Wan, D. and Shen, F.M. and Liu, L. and Zhu, F. and Huang, L. and Yu, M.Y. and Shen, H.T. and Shao, L.",
        TITLE = "Deep quantization generative networks",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161726"}

@article{bb165887,
        AUTHOR = "Zhang, Z.H. and Zeng, Y.B. and Bai, L. and Hu, Y.Q. and Wu, M.H. and Wang, S. and Hancock, E.R.",
        TITLE = "Spectral bounding: Strictly satisfying the 1-Lipschitz property for
generative adversarial networks",
        JOURNAL = PR,
        VOLUME = "105",
        YEAR = "2020",
        PAGES = "107179",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161727"}

@article{bb165888,
        AUTHOR = "Mishra, D. and Jayendran, A. and Prathosh, A.P.",
        TITLE = "Effect of the Latent Structure on Clustering With GANs",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "900-904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161728"}

@article{bb165889,
        AUTHOR = "Song, J.K. and He, T. and Gao, L.L. and Xu, X. and Hanjalic, A. and Shen, H.T.",
        TITLE = "Unified Binary Generative Adversarial Network for Image Retrieval and
Compression",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "8-9",
        MONTH = "September",
        PAGES = "2243-2264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161729"}

@article{bb165890,
        AUTHOR = "Abbasnejad, M.E. and Shi, J. and van den Hengel, A.J. and Liu, L.Q.",
        TITLE = "GADE: A Generative Adversarial Approach to Density Estimation and its
Applications",
        JOURNAL = IJCV,
        VOLUME = "128",
        YEAR = "2020",
        NUMBER = "10-11",
        MONTH = "November",
        PAGES = "2731-2743",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161730"}

@inproceedings{bb165891,
        AUTHOR = "Abbasnejad, M.E. and Shi, J.Q.F. and van den Hengel, A.J. and Liu, L.Q.",
        TITLE = "A Generative Adversarial Density Estimator",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10774-10783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161731"}

@article{bb165892,
        AUTHOR = "Li, W. and Fan, L. and Wang, Z.Y. and Ma, C. and Cui, X.H.",
        TITLE = "Tackling mode collapse in multi-generator GANs with orthogonal
vectors",
        JOURNAL = PR,
        VOLUME = "110",
        YEAR = "2021",
        PAGES = "107646",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161732"}

@article{bb165893,
        AUTHOR = "Liu, K.L. and Qiu, G.P. and Tang, W.M. and Zhou, F.",
        TITLE = "Spectral Regularization for Combating Mode Collapse in GANs",
        JOURNAL = IVC,
        VOLUME = "104",
        YEAR = "2020",
        PAGES = "104005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161733"}

@inproceedings{bb165894,
        AUTHOR = "Zhou, F. and Tang, W.M. and Qiu, G.P. and Liu, K.L.",
        TITLE = "Spectral Regularization for Combating Mode Collapse in GANs",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "6381-6389",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161733"}

@article{bb165895,
        AUTHOR = "Wang, J. and Cherian, A.",
        TITLE = "Discriminative Video Representation Learning Using Support Vector
Classifiers",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "420-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161734"}

@inproceedings{bb165896,
        AUTHOR = "Wang, J. and Cherian, A.",
        TITLE = "Learning Discriminative Video Representations Using Adversarial
Perturbations",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "II: 716-733",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161735"}

@inproceedings{bb165897,
        AUTHOR = "Wang, J. and Cherian, A. and Porikli, F.M. and Gould, S.",
        TITLE = "Video Representation Learning Using Discriminative Pooling",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "1149-1158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161736"}

@article{bb165898,
        AUTHOR = "Li, X. and Fang, M. and Li, H.",
        TITLE = "Bias alleviating generative adversarial network for generalized
zero-shot classification",
        JOURNAL = IVC,
        VOLUME = "105",
        YEAR = "2021",
        PAGES = "104077",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161737"}

@article{bb165899,
        AUTHOR = "Zhang, M. and Zhou, Y. and Zhao, J.Q. and Xia, S.X. and Wang, J.Q. and Huang, Z.Z.",
        TITLE = "Semi-supervised blockwisely architecture search for efficient
lightweight generative adversarial network",
        JOURNAL = PR,
        VOLUME = "112",
        YEAR = "2021",
        PAGES = "107794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653.html#TT161738"}