@inproceedings{bb151800,
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#TT147723"}
@inproceedings{bb151801,
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#TT147724"}
@inproceedings{bb151802,
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#TT147725"}
@inproceedings{bb151803,
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#TT147726"}
@inproceedings{bb151804,
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#TT147727"}
@inproceedings{bb151805,
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#TT147728"}
@inproceedings{bb151806,
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#TT147729"}
@inproceedings{bb151807,
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#TT147730"}
@inproceedings{bb151808,
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#TT147731"}
@inproceedings{bb151809,
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#TT147732"}
@inproceedings{bb151810,
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#TT147733"}
@inproceedings{bb151811,
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#TT147734"}
@inproceedings{bb151812,
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#TT147735"}
@inproceedings{bb151813,
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#TT147736"}
@inproceedings{bb151814,
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#TT147737"}
@inproceedings{bb151815,
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#TT147738"}
@inproceedings{bb151816,
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#TT147739"}
@inproceedings{bb151817,
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#TT147740"}
@inproceedings{bb151818,
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#TT147741"}
@inproceedings{bb151819,
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#TT147742"}
@inproceedings{bb151820,
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#TT147743"}
@inproceedings{bb151821,
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#TT147744"}
@inproceedings{bb151822,
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#TT147745"}
@inproceedings{bb151823,
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#TT147746"}
@inproceedings{bb151824,
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#TT147747"}
@inproceedings{bb151825,
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#TT147748"}
@inproceedings{bb151826,
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#TT147749"}
@inproceedings{bb151827,
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#TT147750"}
@inproceedings{bb151828,
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#TT147751"}
@inproceedings{bb151829,
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#TT147752"}
@inproceedings{bb151830,
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#TT147753"}
@inproceedings{bb151831,
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#TT147754"}
@inproceedings{bb151832,
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#TT147755"}
@inproceedings{bb151833,
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#TT147756"}
@inproceedings{bb151834,
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#TT147757"}
@inproceedings{bb151835,
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#TT147758"}
@inproceedings{bb151836,
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#TT147759"}
@inproceedings{bb151837,
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#TT147760"}
@inproceedings{bb151838,
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#TT147761"}
@inproceedings{bb151839,
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#TT147762"}
@inproceedings{bb151840,
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#TT147763"}
@inproceedings{bb151841,
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#TT147764"}
@inproceedings{bb151842,
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#TT147765"}
@inproceedings{bb151843,
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#TT147766"}
@inproceedings{bb151844,
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#TT147767"}
@inproceedings{bb151845,
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#TT147768"}
@inproceedings{bb151846,
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#TT147769"}
@inproceedings{bb151847,
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#TT147770"}
@inproceedings{bb151848,
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#TT147771"}
@inproceedings{bb151849,
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#TT147772"}
@inproceedings{bb151850,
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#TT147773"}
@inproceedings{bb151851,
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#TT147774"}
@inproceedings{bb151852,
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#TT147775"}
@inproceedings{bb151853,
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#TT147776"}
@inproceedings{bb151854,
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#TT147777"}
@inproceedings{bb151855,
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#TT147778"}
@inproceedings{bb151856,
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#TT147779"}
@inproceedings{bb151857,
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#TT147780"}
@inproceedings{bb151858,
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#TT147781"}
@inproceedings{bb151859,
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#TT147782"}
@inproceedings{bb151860,
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#TT147783"}
@inproceedings{bb151861,
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#TT147784"}
@inproceedings{bb151862,
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#TT147785"}
@inproceedings{bb151863,
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#TT147786"}
@inproceedings{bb151864,
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#TT147787"}
@inproceedings{bb151865,
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#TT147788"}
@inproceedings{bb151866,
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#TT147789"}
@inproceedings{bb151867,
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#TT147790"}
@inproceedings{bb151868,
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#TT147791"}
@inproceedings{bb151869,
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#TT147792"}
@inproceedings{bb151870,
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#TT147793"}
@inproceedings{bb151871,
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#TT147794"}
@inproceedings{bb151872,
AUTHOR = "Marban, A. and Becking, D. and Wiedemann, S. and Samek, W.",
TITLE = "Learning Sparse Ternary Neural Networks with Entropy-Constrained
Trained Ternarization (EC2T)",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3105-3113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147795"}
@inproceedings{bb151873,
AUTHOR = "Langroudi, H.F. and Karia, V. and Gustafson, J.L. and Kudithipudi, D.",
TITLE = "Adaptive Posit: Parameter aware numerical format for deep learning
inference on the edge",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3123-3131",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147796"}
@inproceedings{bb151874,
AUTHOR = "Mordido, G. and van Keirsbilck, M. and Keller, A.",
TITLE = "Monte Carlo Gradient Quantization",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3087-3095",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147797"}
@inproceedings{bb151875,
AUTHOR = "Wiedemann, S. and Mehari, T. and Kepp, K. and Samek, W.",
TITLE = "Dithered backprop: A sparse and quantized backpropagation algorithm
for more efficient deep neural network training",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3096-3104",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147798"}
@inproceedings{bb151876,
AUTHOR = "Jiang, W. and Wang, W. and Liu, S.",
TITLE = "Structured Weight Unification and Encoding for Neural Network
Compression and Acceleration",
BOOKTITLE = EDLCV20,
YEAR = "2020",
PAGES = "3068-3076",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147799"}
@inproceedings{bb151877,
AUTHOR = "Yang, H. and Gui, S. and Zhu, Y. and Liu, J.",
TITLE = "Automatic Neural Network Compression by Sparsity-Quantization Joint
Learning: A Constrained Optimization-Based Approach",
BOOKTITLE = CVPR20,
YEAR = "2020",
PAGES = "2175-2185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147800"}
@inproceedings{bb151878,
AUTHOR = "Dong, Z. and Yao, Z. and Gholami, A. and Mahoney, M. and Keutzer, K.",
TITLE = "HAWQ: Hessian AWare Quantization of Neural Networks With
Mixed-Precision",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "293-302",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147801"}
@inproceedings{bb151879,
AUTHOR = "Yang, J. and Shen, X. and Xing, J. and Tian, X.M. and Li, H.Q.A. and Deng, B. and Huang, J.Q. and Hua, X.S.",
TITLE = "Quantization Networks",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "7300-7308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147802"}
@inproceedings{bb151880,
AUTHOR = "Cao, S.J. and Ma, L.X. and Xiao, W.C. and Zhang, C. and Liu, Y.X. and Zhang, L.T. and Nie, L.S. and Yang, Z.",
TITLE = "SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity
Through Low-Bit Quantization",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "11208-11217",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147803"}
@inproceedings{bb151881,
AUTHOR = "Jung, S. and Son, C.Y. and Lee, S. and Son, J. and Han, J.J. and Kwak, Y. and Hwang, S.J. and Choi, C.K.",
TITLE = "Learning to Quantize Deep Networks by Optimizing Quantization Intervals
With Task Loss",
BOOKTITLE = CVPR19,
YEAR = "2019",
PAGES = "4345-4354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147804"}
@inproceedings{bb151882,
AUTHOR = "Mitschke, N. and Heizmann, M. and Noffz, K. and Wittmann, R.",
TITLE = "A Fixed-Point Quantization Technique for Convolutional Neural
Networks Based on Weight Scaling",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "3836-3840",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147805"}
@inproceedings{bb151883,
AUTHOR = "Ajanthan, T. and Dokania, P. and Hartley, R. and Torr, P.H.S.",
TITLE = "Proximal Mean-Field for Neural Network Quantization",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4870-4879",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147806"}
@inproceedings{bb151884,
AUTHOR = "Gong, R. and Liu, X. and Jiang, S. and Li, T. and Hu, P. and Lin, J. and Yu, F. and Yan, J.",
TITLE = "Differentiable Soft Quantization:
Bridging Full-Precision and Low-Bit Neural Networks",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "4851-4860",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147807"}
@inproceedings{bb151885,
AUTHOR = "Choukroun, Y. and Kravchik, E. and Yang, F. and Kisilev, P.",
TITLE = "Low-bit Quantization of Neural Networks for Efficient Inference",
BOOKTITLE = CEFRL19,
YEAR = "2019",
PAGES = "3009-3018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147808"}
@inproceedings{bb151886,
AUTHOR = "Hu, Y. and Li, J. and Long, X. and Hu, S. and Zhu, J. and Wang, X. and Gu, Q.",
TITLE = "Cluster Regularized Quantization for Deep Networks Compression",
BOOKTITLE = ICIP19,
YEAR = "2019",
PAGES = "914-918",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147809"}
@inproceedings{bb151887,
AUTHOR = "Manessi, F. and Rozza, A. and Bianco, S. and Napoletano, P. and Schettini, R.",
TITLE = "Automated Pruning for Deep Neural Network Compression",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "657-664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147810"}
@inproceedings{bb151888,
AUTHOR = "Faraone, J. and Fraser, N. and Blott, M. and Leong, P.H.W.",
TITLE = "SYQ: Learning Symmetric Quantization for Efficient Deep Neural
Networks",
BOOKTITLE = CVPR18,
YEAR = "2018",
PAGES = "4300-4309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147811"}
@inproceedings{bb151889,
AUTHOR = "Frickenstein, A. and Unger, C. and Stechele, W.",
TITLE = "Resource-Aware Optimization of DNNs for Embedded Applications",
BOOKTITLE = CRV19,
YEAR = "2019",
PAGES = "17-24",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652nnq4.html#TT147812"}
@article{bb151890,
AUTHOR = "Chung, F.L. and Wang, S. and Deng, Z. and Hu, D.",
TITLE = "CATSMLP: Toward a Robust and Interpretable Multilayer Perceptron With
Sigmoid Activation Functions",
JOURNAL = SMC-B,
VOLUME = "36",
YEAR = "2006",
NUMBER = "6",
MONTH = "December",
PAGES = "1319-1331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147813"}
@article{bb151891,
AUTHOR = "Fan, C.X. and Li, Y. and Tian, L. and Li, Y.",
TITLE = "Rectifying Transformation Networks for Transformation-Invariant
Representations with Power Law",
JOURNAL = IEICE,
VOLUME = "E102-D",
YEAR = "2019",
NUMBER = "3",
MONTH = "March",
PAGES = "675-679",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147814"}
@article{bb151892,
AUTHOR = "Zhou, B. and Bau, D. and Oliva, A. and Torralba, A.B.",
TITLE = "Interpreting Deep Visual Representations via Network Dissection",
JOURNAL = PAMI,
VOLUME = "41",
YEAR = "2019",
NUMBER = "9",
MONTH = "Sep",
PAGES = "2131-2145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147815"}
@article{bb151893,
AUTHOR = "Liu, R.S. and Cheng, S.C. and Ma, L. and Fan, X. and Luo, Z.X.",
TITLE = "Deep Proximal Unrolling:
Algorithmic Framework, Convergence Analysis and Applications",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "10",
MONTH = "October",
PAGES = "5013-5026",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147816"}
@article{bb151894,
AUTHOR = "Hu, S.X. and Zagoruyko, S. and Komodakis, N.",
TITLE = "Exploring weight symmetry in deep neural networks",
JOURNAL = CVIU,
VOLUME = "187",
YEAR = "2019",
PAGES = "102786",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147817"}
@article{bb151895,
AUTHOR = "Gao, X.J. and Zhang, Z. and Mu, T.T. and Zhang, X.D. and Cui, C.R. and Wang, M.",
TITLE = "Self-attention driven adversarial similarity learning network",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
PAGES = "107331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147818"}
@article{bb151896,
AUTHOR = "Fu, W.J. and Wang, M. and Du, M.N. and Liu, N.H. and Hao, S.J. and Hu, X.",
TITLE = "Differentiated Explanation of Deep Neural Networks With Skewed
Distributions",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "6",
MONTH = "June",
PAGES = "2909-2922",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147819"}
@article{bb151897,
AUTHOR = "Rickmann, A.M. and Roy, A.G. and Sarasua, I. and Wachinger, C.",
TITLE = "Recalibrating 3D ConvNets With Project Excite",
JOURNAL = MedImg,
VOLUME = "39",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "2461-2471",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147820"}
@inproceedings{bb151898,
AUTHOR = "Sarasua, I. and Polsterl, S. and Wachinger, C.",
TITLE = "Recalibration of Neural Networks for Point Cloud Analysis",
BOOKTITLE = "3DV20",
YEAR = "2020",
PAGES = "443-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147821"}
@article{bb151899,
AUTHOR = "Wang, Y. and Su, H. and Zhang, B. and Hu, X.",
TITLE = "Learning Reliable Visual Saliency For Model Explanations",
JOURNAL = MultMed,
VOLUME = "22",
YEAR = "2020",
NUMBER = "7",
MONTH = "July",
PAGES = "1796-1807",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652exp1.html#TT147822"}
Last update:Apr 23, 2025 at 18:43:10