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"Causal-DFQ: Causality Guided Data-free Network Quantization", BOOKTITLE = ICCV23, YEAR = "2023", PAGES = "17391-17400", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT137757"} @inproceedings{bb141761, 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#TT137758"} @inproceedings{bb141762, 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#TT137759"} @inproceedings{bb141763, 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#TT137760"} @inproceedings{bb141764, 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#TT137761"} @inproceedings{bb141765, 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#TT137762"} @inproceedings{bb141766, 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#TT137763"} @inproceedings{bb141767, 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#TT137764"} @inproceedings{bb141768, 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#TT137765"} @inproceedings{bb141769, 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#TT137766"} @inproceedings{bb141770, 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#TT137767"} @inproceedings{bb141771, 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#TT137768"} @inproceedings{bb141772, 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#TT137769"} @inproceedings{bb141773, 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#TT137770"} @inproceedings{bb141774, 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#TT137771"} @inproceedings{bb141775, 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#TT137772"} @inproceedings{bb141776, 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#TT137773"} @inproceedings{bb141777, 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#TT137774"} @inproceedings{bb141778, 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#TT137775"} @inproceedings{bb141779, 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#TT137776"} @inproceedings{bb141780, 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#TT137777"} @inproceedings{bb141781, 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#TT137778"} @inproceedings{bb141782, 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#TT137779"} @inproceedings{bb141783, 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#TT137780"} @inproceedings{bb141784, 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#TT137781"} @inproceedings{bb141785, 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#TT137782"} @inproceedings{bb141786, 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#TT137783"} @inproceedings{bb141787, 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#TT137784"} @inproceedings{bb141788, 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#TT137785"} @inproceedings{bb141789, 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#TT137786"} @inproceedings{bb141790, 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#TT137787"} @inproceedings{bb141791, 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#TT137788"} @inproceedings{bb141792, 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#TT137789"} @inproceedings{bb141793, 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#TT137790"} @inproceedings{bb141794, 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#TT137791"} @inproceedings{bb141795, 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#TT137792"} @inproceedings{bb141796, 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#TT137793"} @inproceedings{bb141797, 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#TT137794"} @inproceedings{bb141798, 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#TT137795"} @inproceedings{bb141799, 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#TT137796"}