@inproceedings{bb150300,
        AUTHOR = "Jaume, G. and Pati, P. and Bozorgtabar, B. and Foncubierta, A. and Anniciello, A.M. and Feroce, F. and Rau, T. and Thiran, J.P. and Gabrani, M. and Goksel, O.",
        TITLE = "Quantifying Explainers of Graph Neural Networks in Computational
Pathology",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "8102-8112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146233"}

@inproceedings{bb150301,
        AUTHOR = "Zhao, S. and Yue, T. and Hu, X.M.",
        TITLE = "Distribution-aware Adaptive Multi-bit Quantization",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9277-9286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146234"}

@inproceedings{bb150302,
        AUTHOR = "Kryzhanovskiy, V. and Balitskiy, G. and Kozyrskiy, N. and Zuruev, A.",
        TITLE = "QPP: Real-Time Quantization Parameter Prediction for Deep Neural
Networks",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "10679-10687",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146235"}

@inproceedings{bb150303,
        AUTHOR = "Aghli, N. and Ribeiro, E.",
        TITLE = "Combining Weight Pruning and Knowledge Distillation For CNN
Compression",
        BOOKTITLE = EVW21,
        YEAR = "2021",
        PAGES = "3185-3192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146236"}

@inproceedings{bb150304,
        AUTHOR = "Ran, J. and Lin, R. and So, H.K.H. and Chesi, G. and Wong, N.",
        TITLE = "Exploiting Elasticity in Tensor Ranks for Compressing Neural Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9866-9873",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146237"}

@inproceedings{bb150305,
        AUTHOR = "Shah, M.A. and Olivier, R. and Raj, B.",
        TITLE = "Exploiting Non-Linear Redundancy for Neural Model Compression",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9928-9935",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146238"}

@inproceedings{bb150306,
        AUTHOR = "Bui, K. and Park, F. and Zhang, S. and Qi, Y.Y. and Xin, J.",
        TITLE = "Nonconvex Regularization for Network Slimming:
Compressing CNNS Even More",
        BOOKTITLE = ISVC20,
        YEAR = "2020",
        PAGES = "I:39-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146239"}

@inproceedings{bb150307,
        AUTHOR = "Wang, H.T. and Gui, S.P. and Yang, H.C. and Liu, J. and Wang, Z.Y.",
        TITLE = "GAN Slimming: All-in-one GAN Compression by a Unified Optimization
Framework",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "IV:54-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146240"}

@inproceedings{bb150308,
        AUTHOR = "Guo, J. and Ouyang, W. and Xu, D.",
        TITLE = "Multi-Dimensional Pruning: A Unified Framework for Model Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1505-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146241"}

@inproceedings{bb150309,
        AUTHOR = "Heo, B. and Kim, J. and Yun, S. and Park, H. and Kwak, N. and Choi, J.Y.",
        TITLE = "A Comprehensive Overhaul of Feature Distillation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1921-1930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146242"}

@inproceedings{bb150310,
        AUTHOR = "Yu, J. and Huang, T.",
        TITLE = "Universally Slimmable Networks and Improved Training Techniques",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1803-1811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT146243"}

@article{bb150311,
        AUTHOR = "Dong, Y.P. and Ni, R.K. and Li, J.G. and Chen, Y.R. and Su, H. and Zhu, J.",
        TITLE = "Stochastic Quantization for Learning Accurate Low-Bit Deep Neural
Networks",
        JOURNAL = IJCV,
        VOLUME = "127",
        YEAR = "2019",
        NUMBER = "11-12",
        MONTH = "December",
        PAGES = "1629-1642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146244"}

@inproceedings{bb150312,
        AUTHOR = "Zhou, A. and Yao, A.B. and Wang, K. and Chen, Y.R.",
        TITLE = "Explicit Loss-Error-Aware Quantization for Low-Bit Deep Neural
Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "9426-9435",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146245"}

@article{bb150313,
        AUTHOR = "Zhou, Z.G. and Zhou, W.G. and Lv, X.T. and Huang, X. and Wang, X.Y. and Li, H.Q.",
        TITLE = "Progressive Learning of Low-Precision Networks for Image
Classification",
        JOURNAL = MultMed,
        VOLUME = "23",
        YEAR = "2021",
        PAGES = "871-882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146246"}

@article{bb150314,
        AUTHOR = "Chu, T.S. and Luo, Q. and Yang, J. and Huang, X.L.",
        TITLE = "Mixed-precision quantized neural networks with progressively
decreasing bitwidth",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107647",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146247"}

@article{bb150315,
        AUTHOR = "Zhuang, B. and Tan, M.K. and Liu, J. and Liu, L.Q. and Reid, I.D. and Shen, C.H.",
        TITLE = "Effective Training of Convolutional Neural Networks With Low-Bitwidth
Weights and Activations",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "6140-6152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146248"}

@inproceedings{bb150316,
        AUTHOR = "Zhuang, B. and Shen, C.H. and Tan, M.K. and Liu, J. and Reid, I.D.",
        TITLE = "Towards Effective Low-Bitwidth Convolutional Neural Networks",
        BOOKTITLE = CVPR18,
        YEAR = "2018",
        PAGES = "7920-7928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146249"}

@article{bb150317,
        AUTHOR = "Liu, J. and Zhuang, B. and Chen, P. and Shen, C.H. and Cai, J.F. and Tan, M.K.",
        TITLE = "Single-Path Bit Sharing for Automatic Loss-Aware Model Compression",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12459-12473",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146250"}

@article{bb150318,
        AUTHOR = "Wu, R. and Liu, H.Y. and Li, J.B.",
        TITLE = "Adaptive gradients and weight projection based on quantized neural
networks for efficient image classification",
        JOURNAL = CVIU,
        VOLUME = "223",
        YEAR = "2022",
        PAGES = "103516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146251"}

@article{bb150319,
        AUTHOR = "Wang, P.S. and Chen, W.H. and He, X.Y. and Chen, Q. and Liu, Q.S. and Cheng, J.",
        TITLE = "Optimization-Based Post-Training Quantization With Bit-Split and
Stitching",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "2119-2135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146252"}

@article{bb150320,
        AUTHOR = "Li, Z. and Ni, B.B. and Yang, X.K. and Zhang, W.J. and Gao, W.",
        TITLE = "Residual Quantization for Low Bit-Width Neural Networks",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "214-227",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146253"}

@article{bb150321,
        AUTHOR = "Sharma, P.K. and Abraham, A. and Rajendiran, V.N.",
        TITLE = "A Generalized Zero-Shot Quantization of Deep Convolutional Neural
Networks Via Learned Weights Statistics",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "953-965",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146254"}

@article{bb150322,
        AUTHOR = "Xu, S.K. and Zhang, S.H. and Liu, J. and Zhuang, B. and Wang, Y.W. and Tan, M.K.",
        TITLE = "Generative Data Free Model Quantization With Knowledge Matching for
Classification",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7296-7309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146255"}

@article{bb150323,
        AUTHOR = "Kazemi, E. and Taherkhani, F. and Wang, L.Q.",
        TITLE = "On complementing unsupervised learning with uncertainty
quantification",
        JOURNAL = PRL,
        VOLUME = "176",
        YEAR = "2023",
        PAGES = "69-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146256"}

@article{bb150324,
        AUTHOR = "Sun, S.Z. and Xu, H. and Li, Y. and Li, P. and Sheng, B. and Lin, X.",
        TITLE = "FastAL: Fast Evaluation Module for Efficient Dynamic Deep Active
Learning Using Broad Learning System",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "815-827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146257"}

@article{bb150325,
        AUTHOR = "Chu, T.S. and Yang, Z. and Huang, X.L.",
        TITLE = "Improving the Post-Training Neural Network Quantization by
Prepositive Feature Quantization",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "3056-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146258"}

@article{bb150326,
        AUTHOR = "Yvinec, E. and Dapogny, A. and Bailly, K.",
        TITLE = "PIPE: Parallelized inference through ensembling of residual
quantization expansions",
        JOURNAL = PR,
        VOLUME = "154",
        YEAR = "2024",
        PAGES = "110571",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146259"}

@article{bb150327,
        AUTHOR = "Li, Z.K. and Long, X.L. and Xiao, J.R. and Gu, Q.Y.",
        TITLE = "HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision
quantization",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110788",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146260"}

@article{bb150328,
        AUTHOR = "Zhong, Y.S. and Zhou, Y.Y. and Chao, F. and Ji, R.R.",
        TITLE = "MBQuant: A novel multi-branch topology method for arbitrary bit-width
network quantization",
        JOURNAL = PR,
        VOLUME = "158",
        YEAR = "2025",
        PAGES = "111061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146261"}

@inproceedings{bb150329,
        AUTHOR = "Protsenko, V. and Kryzhanovskiy, V. and Filippov, A.",
        TITLE = "Quantization-friendly Winograd Transformations for Convolutional Neural
Networks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LVIII: 178-194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146262"}

@inproceedings{bb150330,
        AUTHOR = "Gongyo, S. and Liang, J.R. and Ambai, M. and Kawakami, R. and Sato, I.",
        TITLE = "Learning Non-uniform Step Sizes for Neural Network Quantization",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "VIII: 55-73",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146263"}

@inproceedings{bb150331,
        AUTHOR = "Makhov, D. and Ostapets, R. and Zhelavskaya, I. and Song, D.H. and Solodskikh, K.",
        TITLE = "Towards Robust Full Low-bit Quantization of Super Resolution Networks",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "LXXV: 182-198",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146264"}

@inproceedings{bb150332,
        AUTHOR = "Pham, C. and Hoang, A.D. and Nguyen, C.C. and Le, T. and Phung, D. and Carneiro, G. and Do, T.T.",
        TITLE = "Metaaug: Meta-Data Augmentation for Post-training Quantization",
        BOOKTITLE = ECCV24,
        YEAR = "2024",
        PAGES = "XXVII: 236-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146265"}

@inproceedings{bb150333,
        AUTHOR = "Hu, Z.C. and Cao, J. and Xu, W.C. and Ren, R.L. and Fu, T.H. and Xu, X.X. and Zhang, X.",
        TITLE = "Empirical Research on Quantization for 3D Multi-Modal ViT Models",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "3606-3612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146266"}

@inproceedings{bb150334,
        AUTHOR = "Yang, L.W. and Li, Z.K. and Xiao, J. and Gong, H.S. and Gu, Q.Y.",
        TITLE = "MGRQ: Post-Training Quantization for Vision Transformer with Mixed
Granularity Reconstruction",
        BOOKTITLE = ICIP24,
        YEAR = "2024",
        PAGES = "2744-2750",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146267"}

@inproceedings{bb150335,
        AUTHOR = "Kumar, A. and Kim, D. and Park, J. and Behera, L.",
        TITLE = "Pick-or-Mix: Dynamic Channel Sampling for ConvNets",
        BOOKTITLE = CVPR24,
        YEAR = "2024",
        PAGES = "5873-5882",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146268"}

@inproceedings{bb150336,
        AUTHOR = "Lu, X.Y. and Suganuma, M. and Okatani, T.",
        TITLE = "SBCFormer: Lightweight Network Capable of Full-size ImageNet
Classification at 1 FPS on Single Board Computers",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "1112-1122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146269"}

@inproceedings{bb150337,
        AUTHOR = "Schaefer, C.J.S. and Joshi, S. and Li, S. and Blazquez, R.",
        TITLE = "Edge Inference with Fully Differentiable Quantized Mixed Precision
Neural Networks",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "8445-8454",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146270"}

@inproceedings{bb150338,
        AUTHOR = "Sun, X. and Panda, R. and Chen, C.F.R. and Wang, N. and Pan, B. and Oliva, A. and Feris, R. and Saenko, K.",
        TITLE = "Improved Techniques for Quantizing Deep Networks with Adaptive
Bit-Widths",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "946-956",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146271"}

@inproceedings{bb150339,
        AUTHOR = "Bamba, U. and Anand, N. and Aggarwal, S. and Prasad, D.K. and Gupta, D.K.",
        TITLE = "Partial Binarization of Neural Networks for Budget-Aware Efficient
Learning",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2325-2334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146272"}

@inproceedings{bb150340,
        AUTHOR = "van den Dool, W. and Blankevoort, T. and Welling, M. and Asano, Y.M.",
        TITLE = "Efficient Neural PDE-Solvers using Quantization Aware Training",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1415-1424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146273"}

@inproceedings{bb150341,
        AUTHOR = "Abati, D. and Ben Yahia, H. and Nagel, M. and Habibian, A.",
        TITLE = "ResQ: Residual Quantization for Video Perception",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17073-17083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146274"}

@inproceedings{bb150342,
        AUTHOR = "Chauhan, A. and Tiwari, U. and Vikram, N.R.",
        TITLE = "Post Training Mixed Precision Quantization of Neural Networks using
First-Order Information",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1335-1344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146275"}

@inproceedings{bb150343,
        AUTHOR = "Pandey, N.P. and Fournarakis, M. and Patel, C. and Nagel, M.",
        TITLE = "Softmax Bias Correction for Quantized Generative Models",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1445-1450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146276"}

@inproceedings{bb150344,
        AUTHOR = "Shang, Y.Z. and Xu, B.X. and Liu, G. and Kompella, R.R. and Yan, Y.",
        TITLE = "Causal-DFQ: Causality Guided Data-free Network Quantization",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17391-17400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146277"}

@inproceedings{bb150345,
        AUTHOR = "Xu, K. and Han, L. and Tian, Y. and Yang, S.S. and Zhang, X.Y.",
        TITLE = "EQ-Net: Elastic Quantization Neural Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1505-1514",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146278"}

@inproceedings{bb150346,
        AUTHOR = "Wu, H.M. and Lei, C.Y. and Sun, X. and Wang, P.S. and Chen, Q.F. and Cheng, K.T. and Lin, S. and Wu, Z.R.",
        TITLE = "Randomized Quantization: A Generic Augmentation for Data Agnostic
Self-supervised Learning",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16259-16270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146279"}

@inproceedings{bb150347,
        AUTHOR = "Li, T.X. and Chen, B. and Wang, Q.W. and Huang, Y.J. and Xia, S.T.",
        TITLE = "LKBQ: Pushing the Limit of Post-Training Quantization to Extreme 1
bit",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "1775-1779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146280"}

@inproceedings{bb150348,
        AUTHOR = "Yvinec, E. and Dapogny, A. and Bailly, K.",
        TITLE = "Designing Strong Baselines for Ternary Neural Network Quantization
through Support and Mass Equalization",
        BOOKTITLE = ICIP23,
        YEAR = "2023",
        PAGES = "540-544",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146281"}

@inproceedings{bb150349,
        AUTHOR = "Jeon, Y. and Lee, C. and Kim, H.Y.",
        TITLE = "Genie: Show Me the Data for Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12064-12073",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146282"}

@inproceedings{bb150350,
        AUTHOR = "Liu, J.W. and Niu, L. and Yuan, Z.H. and Yang, D.W. and Wang, X.G. and Liu, W.Y.",
        TITLE = "PD-Quant: Post-Training Quantization Based on Prediction Difference
Metric",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "24427-24437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146283"}

@inproceedings{bb150351,
        AUTHOR = "Noh, H.C. and Hyun, S. and Jeong, W. and Lim, H.S. and Heo, J.P.",
        TITLE = "Disentangled Representation Learning for Unsupervised Neural
Quantization",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12001-12010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146284"}

@inproceedings{bb150352,
        AUTHOR = "Eliezer, N.S. and Banner, R. and Ben Yaakov, H. and Hoffer, E. and Michaeli, T.",
        TITLE = "Power Awareness in Low Precision Neural Networks",
        BOOKTITLE = CADK22,
        YEAR = "2022",
        PAGES = "67-83",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146285"}

@inproceedings{bb150353,
        AUTHOR = "Finkelstein, A. and Fuchs, E. and Tal, I. and Grobman, M. and Vosco, N. and Meller, E.",
        TITLE = "QFT: Post-training Quantization via Fast Joint Finetuning of All
Degrees of Freedom",
        BOOKTITLE = CADK22,
        YEAR = "2022",
        PAGES = "115-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146286"}

@inproceedings{bb150354,
        AUTHOR = "Ben Moshe, L. and Benaim, S. and Wolf, L.B.",
        TITLE = "FewGAN: Generating from the Joint Distribution of a Few Images",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "751-755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146287"}

@inproceedings{bb150355,
        AUTHOR = "Tonin, M. and de Queiroz, R.L.",
        TITLE = "On Quantization of Image Classification Neural Networks for
Compression Without Retraining",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "916-920",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146288"}

@inproceedings{bb150356,
        AUTHOR = "Cao, Y.H. and Sun, P.Q. and Huang, Y.C. and Wu, J.X. and Zhou, S.C.",
        TITLE = "Synergistic Self-supervised and Quantization Learning",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXX:587-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146289"}

@inproceedings{bb150357,
        AUTHOR = "Zhu, Y. and Olszewski, K. and Wu, Y. and Achlioptas, P. and Chai, M.L. and Yan, Y. and Tulyakov, S.",
        TITLE = "Quantized GAN for Complex Music Generation from Dance Videos",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:182-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146290"}

@inproceedings{bb150358,
        AUTHOR = "Oh, S. and Sim, H. and Kim, J. and Lee, J.",
        TITLE = "Non-uniform Step Size Quantization for Accurate Post-training
Quantization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:658-673",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146291"}

@inproceedings{bb150359,
        AUTHOR = "Chikin, V. and Solodskikh, K. and Zhelavskaya, I.",
        TITLE = "Explicit Model Size Control and Relaxation via Smooth Regularization
for Mixed-Precision Quantization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146292"}

@inproceedings{bb150360,
        AUTHOR = "Kim, H.B. and Park, E. and Yoo, S.",
        TITLE = "BASQ: Branch-wise Activation-clipping Search Quantization for Sub-4-bit
Neural Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:17-33",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146293"}

@inproceedings{bb150361,
        AUTHOR = "Youn, J. and Song, J.H. and Kim, H.S. and Bahk, S.",
        TITLE = "Bitwidth-Adaptive Quantization-Aware Neural Network Training:
A Meta-Learning Approach",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:208-224",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146294"}

@inproceedings{bb150362,
        AUTHOR = "Tang, C. and Ouyang, K. and Wang, Z. and Zhu, Y.F. and Ji, W. and Wang, Y.W. and Zhu, W.W.",
        TITLE = "Mixed-Precision Neural Network Quantization via Learned Layer-Wise
Importance",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:259-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146295"}

@inproceedings{bb150363,
        AUTHOR = "Solodskikh, K. and Chikin, V. and Aydarkhanov, R. and Song, D.H. and Zhelavskaya, I. and Wei, J.S.",
        TITLE = "Towards Accurate Network Quantization with Equivalent Smooth
Regularizer",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:727-742",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146296"}

@inproceedings{bb150364,
        AUTHOR = "Jin, G.J. and Yi, X.P. and Huang, W. and Schewe, S. and Huang, X.W.",
        TITLE = "Enhancing Adversarial Training with Second-Order Statistics of Weights",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "15252-15262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146297"}

@inproceedings{bb150365,
        AUTHOR = "Zhu, X.S. and Song, J.K. and Gao, L.L. and Zheng, F. and Shen, H.T.",
        TITLE = "Unified Multivariate Gaussian Mixture for Efficient Neural Image
Compression",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "17591-17600",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146298"}

@inproceedings{bb150366,
        AUTHOR = "Zhong, Y.S. and Lin, M.B. and Nan, G.R. and Liu, J.Z. and Zhang, B.C. and Tian, Y.H. and Ji, R.R.",
        TITLE = "IntraQ: Learning Synthetic Images with Intra-Class Heterogeneity for
Zero-Shot Network Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12329-12338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146299"}

@inproceedings{bb150367,
        AUTHOR = "Liu, Z.H. and Wang, Y.H. and Han, K. and Ma, S.W. and Gao, W.",
        TITLE = "Instance-Aware Dynamic Neural Network Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12424-12433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146300"}

@inproceedings{bb150368,
        AUTHOR = "Chikin, V. and Kryzhanovskiy, V.",
        TITLE = "Channel Balancing for Accurate Quantization of Winograd Convolutions",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12497-12506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146301"}

@inproceedings{bb150369,
        AUTHOR = "Pandey, D.S. and Yu, Q.",
        TITLE = "Multidimensional Belief Quantification for Label-Efficient
Meta-Learning",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "14371-14380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146302"}

@inproceedings{bb150370,
        AUTHOR = "Liu, H.Y. and Elkerdawy, S. and Ray, N. and Elhoushi, M.",
        TITLE = "Layer Importance Estimation with Imprinting for Neural Network
Quantization",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2408-2417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146303"}

@inproceedings{bb150371,
        AUTHOR = "Yun, S. and Wong, A.",
        TITLE = "Do All MobileNets Quantize Poorly? Gaining Insights into the Effect
of Quantization on Depthwise Separable Convolutional Networks Through
the Eyes of Multi-scale Distributional Dynamics",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2447-2456",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146304"}

@inproceedings{bb150372,
        AUTHOR = "Fournarakis, M. and Nagel, M.",
        TITLE = "In-Hindsight Quantization Range Estimation for Quantized Training",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3057-3064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146305"}

@inproceedings{bb150373,
        AUTHOR = "Yu, H.C. and Yang, L.J. and Shi, H.",
        TITLE = "Is In-Domain Data Really Needed? A Pilot Study on Cross-Domain
Calibration for Network Quantization",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3037-3046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146306"}

@inproceedings{bb150374,
        AUTHOR = "Langroudi, H.F. and Karia, V. and Carmichael, Z. and Zyarah, A. and Pandit, T. and Gustafson, J.L. and Kudithipudi, D.",
        TITLE = "Alps: Adaptive Quantization of Deep Neural Networks with GeneraLized
PositS",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3094-3103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146307"}

@inproceedings{bb150375,
        AUTHOR = "Abdolrashidi, A. and Wang, L. and Agrawal, S. and Malmaud, J. and Rybakov, O. and Leichner, C. and Lew, L.",
        TITLE = "Pareto-Optimal Quantized ResNet Is Mostly 4-bit",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3085-3093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146308"}

@inproceedings{bb150376,
        AUTHOR = "Trusov, A. and Limonova, E. and Slugin, D. and Nikolaev, D. and Arlazarov, V.V.",
        TITLE = "Fast Implementation of 4-bit Convolutional Neural Networks for Mobile
Devices",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9897-9903",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146309"}

@inproceedings{bb150377,
        AUTHOR = "Hacene, G.B. and Lassance, C. and Gripon, V. and Courbariaux, M. and Bengio, Y.",
        TITLE = "Attention Based Pruning for Shift Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4054-4061",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146310"}

@inproceedings{bb150378,
        AUTHOR = "Hou, Z. and Kung, S.Y.",
        TITLE = "A Discriminant Information Approach to Deep Neural Network Pruning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9553-9560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146311"}

@inproceedings{bb150379,
        AUTHOR = "Marino, G.C. and Ghidoli, G. and Frasca, M. and Malchiodi, D.",
        TITLE = "Compression strategies and space-conscious representations for deep
neural networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9835-9842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146312"}

@inproceedings{bb150380,
        AUTHOR = "Yuan, Y. and Chen, C. and Hu, X. and Peng, S.",
        TITLE = "Towards Low-Bit Quantization of Deep Neural Networks with Limited
Data",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "4377-4384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146313"}

@inproceedings{bb150381,
        AUTHOR = "Dbouk, H. and Sanghvi, H. and Mehendale, M. and Shanbhag, N.",
        TITLE = "DBQ: A Differentiable Branch Quantizer for Lightweight Deep Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:90-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146314"}

@inproceedings{bb150382,
        AUTHOR = "do Nascimento, M.G. and Costain, T.W. and Prisacariu, V.A.",
        TITLE = "Finding Non-uniform Quantization Schemes Using Multi-task Gaussian
Processes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XVII:383-398",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146315"}

@inproceedings{bb150383,
        AUTHOR = "Neumann, D. and Sattler, F. and Kirchhoffer, H. and Wiedemann, S. and Muller, K. and Schwarz, H. and Wiegand, T. and Marpe, D. and Samek, W.",
        TITLE = "Deepcabac: Plug Play Compression of Neural Network Weights and Weight
Updates",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "21-25",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146316"}

@inproceedings{bb150384,
        AUTHOR = "Haase, P. and Schwarz, H. and Kirchhoffer, H. and Wiedemann, S. and Marinc, T. and Marban, A. and Muller, K. and Samek, W. and Marpe, D. and Wiegand, T.",
        TITLE = "Dependent Scalar Quantization For Neural Network Compression",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "36-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146317"}

@inproceedings{bb150385,
        AUTHOR = "Kwon, S.J. and Lee, D. and Kim, B. and Kapoor, P. and Park, B. and Wei, G.",
        TITLE = "Structured Compression by Weight Encryption for Unstructured Pruning
and Quantization",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1906-1915",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146318"}

@inproceedings{bb150386,
        AUTHOR = "Jung, J. and Kim, J. and Kim, Y. and Kim, C.",
        TITLE = "Reinforcement Learning-Based Layer-Wise Quantization For Lightweight
Deep Neural Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3070-3074",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146319"}

@inproceedings{bb150387,
        AUTHOR = "Geng, X. and Lin, J. and Li, S.",
        TITLE = "Cascaded Mixed-Precision Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "241-245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146320"}

@inproceedings{bb150388,
        AUTHOR = "Fang, J. and Shafiee, A. and Abdel Aziz, H. and Thorsley, D. and Georgiadis, G. and Hassoun, J.H.",
        TITLE = "Post-training Piecewise Linear Quantization for Deep Neural Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "II:69-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146321"}

@inproceedings{bb150389,
        AUTHOR = "Xie, Z. and Wen, Z.Q. and Liu, J. and Liu, Z.Q. and Wu, X.X. and Tan, M.K.",
        TITLE = "Deep Transferring Quantization",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VIII:625-642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT146322"}

@inproceedings{bb150390,
        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#TT146323"}

@inproceedings{bb150391,
        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#TT146324"}

@inproceedings{bb150392,
        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#TT146325"}

@inproceedings{bb150393,
        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#TT146326"}

@inproceedings{bb150394,
        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#TT146327"}

@inproceedings{bb150395,
        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#TT146328"}

@inproceedings{bb150396,
        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#TT146329"}

@inproceedings{bb150397,
        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#TT146330"}

@inproceedings{bb150398,
        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#TT146331"}

@inproceedings{bb150399,
        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#TT146332"}

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