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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#TT161503"}
@article{bb165664,
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#TT161504"}
@article{bb165665,
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#TT161505"}
@article{bb165666,
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#TT161506"}
@article{bb165667,
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#TT161507"}
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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#TT161508"}
@article{bb165669,
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#TT161509"}
@article{bb165670,
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#TT161510"}
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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#TT161511"}
@article{bb165672,
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#TT161512"}
@inproceedings{bb165673,
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#TT161513"}
@article{bb165674,
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#TT161514"}
@inproceedings{bb165675,
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#TT161515"}
@inproceedings{bb165676,
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#TT161516"}
@inproceedings{bb165677,
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#TT161517"}
@inproceedings{bb165678,
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#TT161518"}
@inproceedings{bb165679,
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#TT161519"}
@inproceedings{bb165680,
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#TT161520"}
@inproceedings{bb165681,
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#TT161521"}
@inproceedings{bb165682,
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#TT161522"}
@inproceedings{bb165683,
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#TT161523"}
@inproceedings{bb165684,
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",
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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#TT161525"}
@inproceedings{bb165686,
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.",
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BOOKTITLE = ECCV22,
YEAR = "2022",
PAGES = "XI:536-552",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern653bin4.html#TT161526"}
@inproceedings{bb165687,
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#TT161527"}
@inproceedings{bb165688,
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#TT161528"}
@inproceedings{bb165689,
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#TT161529"}
@inproceedings{bb165690,
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#TT161530"}
@inproceedings{bb165691,
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",
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@inproceedings{bb165692,
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#TT161532"}
@inproceedings{bb165693,
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#TT161533"}
@inproceedings{bb165694,
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#TT161534"}
@inproceedings{bb165695,
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",
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@inproceedings{bb165696,
AUTHOR = "Razani, R. and Morin, G. and Sari, E. and Nia, V.P.",
TITLE = "Adaptive Binary-Ternary Quantization",
BOOKTITLE = BiVision21,
YEAR = "2021",
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@inproceedings{bb165697,
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
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BOOKTITLE = BiVision21,
YEAR = "2021",
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@inproceedings{bb165698,
AUTHOR = "Samragh, M. and Hussain, S. and Zhang, X. and Huang, K. and Koushanfar, F.",
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BOOKTITLE = BiVision21,
YEAR = "2021",
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@inproceedings{bb165699,
AUTHOR = "Laydevant, J. and Ernoult, M. and Querlioz, D. and Grollier, J.",
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Last update:Sep 30, 2026 at 11:45:00