@inproceedings{bb142100,
AUTHOR = "Afrabandpey, H. and Muravev, A. and Tavakoli, H.R. and Zhang, H.L. and Cricri, F. and Gabbouj, M. and Aksu, E.",
TITLE = "Mind the Structure: Adopting Structural Information for Deep Neural
Network Compression",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3532-3536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138096"}
@inproceedings{bb142101,
AUTHOR = "Idelbayev, Y. and Carreira Perpinan, M.A.",
TITLE = "Beyond Flops In Low-Rank Compression of Neural Networks:
Optimizing Device-Specific Inference Runtime",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "2843-2847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138097"}
@inproceedings{bb142102,
AUTHOR = "Choi, Y. and El Khamy, M. and Lee, J.",
TITLE = "Zero-Shot Learning of A Conditional Generative Adversarial Network
for Data-Free Network Quantization",
BOOKTITLE = ICIP21,
YEAR = "2021",
PAGES = "3552-3556",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138098"}
@inproceedings{bb142103,
AUTHOR = "Kondratyuk, D. and Yuan, L.Z. and Li, Y.D. and Zhang, L. and Tan, M.X. and Brown, M. and Gong, B.Q.",
TITLE = "MoViNets: Mobile Video Networks for Efficient Video Recognition",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "16015-16025",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138099"}
@inproceedings{bb142104,
AUTHOR = "Yu, C.Q. and Xiao, B. and Gao, C.X. and Yuan, L. and Zhang, L. and Sang, N. and Wang, J.D.",
TITLE = "Lite-HRNet: A Lightweight High-Resolution Network",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10435-10445",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138100"}
@inproceedings{bb142105,
AUTHOR = "Li, Y.C. and Lin, S.H. and Liu, J.Z. and Ye, Q.X. and Wang, M. and Chao, F. and Yang, F. and Ma, J.C. and Tian, Q. and Ji, R.R.",
TITLE = "Towards Compact CNNs via Collaborative Compression",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6434-6443",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138101"}
@inproceedings{bb142106,
AUTHOR = "Shen, Z.Q. and Liu, Z. and Qin, J. and Huang, L. and Cheng, K.T. and Savvides, M.",
TITLE = "S2-BNN: Bridging the Gap Between Self-Supervised Real and 1-bit
Neural Networks via Guided Distribution Calibration",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "2165-2174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138102"}
@inproceedings{bb142107,
AUTHOR = "Yin, M. and Sui, Y. and Liao, S. and Yuan, B.",
TITLE = "Towards Efficient Tensor Decomposition-Based DNN Model Compression
with Optimization Framework",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "10669-10678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138103"}
@inproceedings{bb142108,
AUTHOR = "Martinez, J. and Shewakramani, J. and Liu, T.W. and Barsan, I.A. and Zeng, W.Y. and Urtasun, R.",
TITLE = "Permute, Quantize, and Fine-tune:
Efficient Compression of Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "15694-15703",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138104"}
@inproceedings{bb142109,
AUTHOR = "Oh, S. and Sim, H. and Lee, S. and Lee, J.",
TITLE = "Automated Log-Scale Quantization for Low-Cost Deep Neural Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "742-751",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138105"}
@inproceedings{bb142110,
AUTHOR = "Yamamoto, K.",
TITLE = "Learnable Companding Quantization for Accurate Low-bit Neural
Networks",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "5027-5036",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138106"}
@inproceedings{bb142111,
AUTHOR = "Lee, J. and Kim, D. and Ham, B.",
TITLE = "Network Quantization with Element-wise Gradient Scaling",
BOOKTITLE = CVPR21,
YEAR = "2021",
PAGES = "6444-6453",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnc3.html#TT138107"}
@inproceedings{bb142112,
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#TT138108"}
@inproceedings{bb142113,
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#TT138109"}
@inproceedings{bb142114,
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#TT138110"}
@inproceedings{bb142115,
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#TT138111"}
@inproceedings{bb142116,
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#TT138112"}
@inproceedings{bb142117,
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#TT138113"}
@inproceedings{bb142118,
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#TT138114"}
@inproceedings{bb142119,
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#TT138115"}
@inproceedings{bb142120,
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#TT138116"}
@inproceedings{bb142121,
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#TT138117"}
@inproceedings{bb142122,
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#TT138118"}
@article{bb142123,
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#TT138119"}
@inproceedings{bb142124,
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#TT138120"}
@article{bb142125,
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#TT138121"}
@article{bb142126,
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#TT138122"}
@article{bb142127,
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#TT138123"}
@inproceedings{bb142128,
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#TT138124"}
@article{bb142129,
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#TT138125"}
@article{bb142130,
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#TT138126"}
@article{bb142131,
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#TT138127"}
@article{bb142132,
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#TT138128"}
@article{bb142133,
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#TT138129"}
@article{bb142134,
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#TT138130"}
@article{bb142135,
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#TT138131"}
@article{bb142136,
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#TT138132"}
@article{bb142137,
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#TT138133"}
@inproceedings{bb142138,
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#TT138134"}
@inproceedings{bb142139,
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#TT138135"}
@inproceedings{bb142140,
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#TT138136"}
@inproceedings{bb142141,
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#TT138137"}
@inproceedings{bb142142,
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#TT138138"}
@inproceedings{bb142143,
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#TT138139"}
@inproceedings{bb142144,
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#TT138140"}
@inproceedings{bb142145,
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#TT138141"}
@inproceedings{bb142146,
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#TT138142"}
@inproceedings{bb142147,
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#TT138143"}
@inproceedings{bb142148,
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#TT138144"}
@inproceedings{bb142149,
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#TT138145"}
@inproceedings{bb142150,
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#TT138146"}
@inproceedings{bb142151,
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#TT138147"}
@inproceedings{bb142152,
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#TT138148"}
@inproceedings{bb142153,
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#TT138149"}
@inproceedings{bb142154,
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#TT138150"}
@inproceedings{bb142155,
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#TT138151"}
@inproceedings{bb142156,
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#TT138152"}
@inproceedings{bb142157,
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#TT138153"}
@inproceedings{bb142158,
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#TT138154"}
@inproceedings{bb142159,
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#TT138155"}
@inproceedings{bb142160,
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#TT138156"}
@inproceedings{bb142161,
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#TT138157"}
@inproceedings{bb142162,
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#TT138158"}
@inproceedings{bb142163,
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#TT138159"}
@inproceedings{bb142164,
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#TT138160"}
@inproceedings{bb142165,
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#TT138161"}
@inproceedings{bb142166,
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#TT138162"}
@inproceedings{bb142167,
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#TT138163"}
@inproceedings{bb142168,
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#TT138164"}
@inproceedings{bb142169,
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#TT138165"}
@inproceedings{bb142170,
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#TT138166"}
@inproceedings{bb142171,
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#TT138167"}
@inproceedings{bb142172,
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#TT138168"}
@inproceedings{bb142173,
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#TT138169"}
@inproceedings{bb142174,
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#TT138170"}
@inproceedings{bb142175,
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#TT138171"}
@inproceedings{bb142176,
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#TT138172"}
@inproceedings{bb142177,
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#TT138173"}
@inproceedings{bb142178,
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#TT138174"}
@inproceedings{bb142179,
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#TT138175"}
@inproceedings{bb142180,
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#TT138176"}
@inproceedings{bb142181,
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#TT138177"}
@inproceedings{bb142182,
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#TT138178"}
@inproceedings{bb142183,
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#TT138179"}
@inproceedings{bb142184,
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#TT138180"}
@inproceedings{bb142185,
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#TT138181"}
@inproceedings{bb142186,
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#TT138182"}
@inproceedings{bb142187,
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#TT138183"}
@inproceedings{bb142188,
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#TT138184"}
@inproceedings{bb142189,
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#TT138185"}
@inproceedings{bb142190,
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#TT138186"}
@inproceedings{bb142191,
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#TT138187"}
@inproceedings{bb142192,
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#TT138188"}
@inproceedings{bb142193,
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#TT138189"}
@inproceedings{bb142194,
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#TT138190"}
@inproceedings{bb142195,
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#TT138191"}
@inproceedings{bb142196,
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#TT138192"}
@inproceedings{bb142197,
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#TT138193"}
@inproceedings{bb142198,
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#TT138194"}
@inproceedings{bb142199,
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#TT138195"}
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