@inproceedings{bb142800,
        AUTHOR = "Yang, X.C. and Chaudhuri, S. and Likforman, L. and Naviner, L.",
        TITLE = "Minconvnets: a New Class of Multiplication-Less Neural Networks",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "881-885",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138787"}

@inproceedings{bb142801,
        AUTHOR = "Shipard, J. and Wiliem, A. and Fookes, C.",
        TITLE = "Does Interference Exist When Training a Once-For-All Network?",
        BOOKTITLE = EVW22,
        YEAR = "2022",
        PAGES = "3618-3627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138788"}

@inproceedings{bb142802,
        AUTHOR = "Zhang, H. and Wu, C. and Zhang, Z.Y. and Zhu, Y. and Lin, H.B. and Zhang, Z. and Sun, Y. and He, T. and Mueller, J. and Manmatha, R. and Li, M. and Smola, A.",
        TITLE = "ResNeSt: Split-Attention Networks",
        BOOKTITLE = ECV22,
        YEAR = "2022",
        PAGES = "2735-2745",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138789"}

@inproceedings{bb142803,
        AUTHOR = "Chen, J. and He, T.L. and Zhuo, W.P. and Ma, L. and Ha, S. and Chan, S.H.G.",
        TITLE = "TVConv: Efficient Translation Variant Convolution for Layout-aware
Visual Processing",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12538-12548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138790"}

@inproceedings{bb142804,
        AUTHOR = "Hu, M. and Feng, J. and Hua, J.S. and Lai, B. and Huang, J.Q. and Gong, X.J. and Hua, X.S.",
        TITLE = "Online Convolutional Reparameterization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "558-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138791"}

@inproceedings{bb142805,
        AUTHOR = "Ding, X.H. and Chen, H.H. and Zhang, X.Y. and Han, J.G. and Ding, G.",
        TITLE = "RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "568-577",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138792"}

@inproceedings{bb142806,
        AUTHOR = "Eisenberger, M. and Toker, A. and Leal Taixe, L. and Bernard, F. and Cremers, D.",
        TITLE = "A Unified Framework for Implicit Sinkhorn Differentiation",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "499-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138793"}

@inproceedings{bb142807,
        AUTHOR = "Wang, L.G. and Dong, X.Y. and Wang, Y.Q. and Liu, L. and An, W. and Guo, Y.L.",
        TITLE = "Learnable Lookup Table for Neural Network Quantization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "12413-12423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138794"}

@inproceedings{bb142808,
        AUTHOR = "Shen, L. and Ziaeefard, M. and Meyer, B. and Gross, W. and Clark, J.J.",
        TITLE = "Conjugate Adder Net (CAddNet) - a Space-Efficient Approximate CNN",
        BOOKTITLE = ECV22,
        YEAR = "2022",
        PAGES = "2792-2796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138795"}

@inproceedings{bb142809,
        AUTHOR = "Cho, Y.S. and Cho, H. and Kim, Y.S. and Kim, J.",
        TITLE = "Improving Generalization of Batch Whitening by Convolutional Unit
Optimization",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5301-5309",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138796"}

@inproceedings{bb142810,
        AUTHOR = "Khani, M. and Hamadanian, P. and Nasr Esfahany, A. and Alizadeh, M.",
        TITLE = "Real-Time Video Inference on Edge Devices via Adaptive Model
Streaming",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "4552-4562",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138797"}

@inproceedings{bb142811,
        AUTHOR = "Liu, J. and Li, C. and Liang, F. and Lin, C. and Sun, M. and Yan, J.J. and Ouyang, W.L. and Xu, D.",
        TITLE = "Inception Convolution with Efficient Dilation Search",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11481-11490",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138798"}

@inproceedings{bb142812,
        AUTHOR = "Feng, J.W. and Huang, D.",
        TITLE = "Optimal Gradient Checkpoint Search for Arbitrary Computation Graphs",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "11428-11437",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138799"}

@inproceedings{bb142813,
        AUTHOR = "Malinowski, M. and Vytiniotis, D. and Swirszcz, G. and Patraucean, V. and Carreira, J.",
        TITLE = "Gradient Forward-Propagation for Large-Scale Temporal Video Modelling",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "9245-9255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138800"}

@inproceedings{bb142814,
        AUTHOR = "Ghodrati, A. and Bejnordi, B.E. and Habibian, A.",
        TITLE = "FrameExit: Conditional Early Exiting for Efficient Video Recognition",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "15603-15613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138801"}

@inproceedings{bb142815,
        AUTHOR = "Li, H.D. and Wu, Z.X. and Shrivastava, A. and Davis, L.S.",
        TITLE = "2D or not 2D? Adaptive 3D Convolution Selection for Efficient Video
Recognition",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "6151-6160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138802"}

@inproceedings{bb142816,
        AUTHOR = "Zhou, X. and Zhang, W.Z. and Xu, H. and Zhang, T.",
        TITLE = "Effective Sparsification of Neural Networks with Global Sparsity
Constraint",
        BOOKTITLE = CVPR21,
        YEAR = "2021",
        PAGES = "3598-3607",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138803"}

@inproceedings{bb142817,
        AUTHOR = "Zhang, M. and Chu, C.T. and Zhmoginov, A. and Howard, A. and Jou, B. and Zhu, Y.K. and Zhang, L. and Hwa, R. and Kovashka, A.",
        TITLE = "BasisNet: Two-stage Model Synthesis for Efficient Inference",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3075-3084",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138804"}

@inproceedings{bb142818,
        AUTHOR = "Zhang, C. and Xu, Y.H. and Shen, Y.J.",
        TITLE = "CompConv: A Compact Convolution Module for Efficient Feature Learning",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3006-3015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138805"}

@inproceedings{bb142819,
        AUTHOR = "Chin, T.W. and Marculescu, D. and Morcos, A.S.",
        TITLE = "Width transfer: on the (in)variance of width optimization",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "2984-2993",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138806"}

@inproceedings{bb142820,
        AUTHOR = "Yang, H.J. and Shen, Z. and Zhao, Y.C.",
        TITLE = "AsymmNet: Towards ultralight convolution neural networks using
asymmetrical bottlenecks",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2339-2348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138807"}

@inproceedings{bb142821,
        AUTHOR = "Elhoushi, M. and Chen, Z.H. and Shafiq, F. and Tian, Y.H. and Li, J.Y.W.",
        TITLE = "DeepShift: Towards Multiplication-Less Neural Networks",
        BOOKTITLE = MAI21,
        YEAR = "2021",
        PAGES = "2359-2368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138808"}

@inproceedings{bb142822,
        AUTHOR = "Hong, M.F. and Chen, H.Y. and Chen, M.H. and Xu, Y.S. and Kuo, H.K. and Tsai, Y.M. and Chen, H.J. and Jou, K.",
        TITLE = "Network Space Search for Pareto-Efficient Spaces",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3047-3056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138809"}

@inproceedings{bb142823,
        AUTHOR = "Lou, W. and Xun, L. and Sabet, A. and Bi, J. and Hare, J. and Merrett, G.V.",
        TITLE = "Dynamic-OFA: Runtime DNN Architecture Switching for Performance
Scaling on Heterogeneous Embedded Platforms",
        BOOKTITLE = ECV21,
        YEAR = "2021",
        PAGES = "3104-3112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138810"}

@inproceedings{bb142824,
        AUTHOR = "Avalos Lopez, J.I. and Rojas Dominguez, A. and Ornelas Rodriguez, M. and Carpio, M. and Valdez, S.I.",
        TITLE = "Efficient Training of Deep Learning Models Through Improved Adaptive
Sampling",
        BOOKTITLE = MCPR21,
        YEAR = "2021",
        PAGES = "141-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138811"}

@inproceedings{bb142825,
        AUTHOR = "Cai, S.F. and Shu, Y. and Wang, W.",
        TITLE = "Dynamic Routing Networks",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "3587-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138812"}

@inproceedings{bb142826,
        AUTHOR = "Ikami, D. and Irie, G. and Shibata, T.",
        TITLE = "Constrained Weight Optimization for Learning without Activation
Normalization",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "2605-2613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138813"}

@inproceedings{bb142827,
        AUTHOR = "Zhang, Y. and Wu, X.Y. and Zhu, R.L.",
        TITLE = "Adaptive Word Embedding Module for Semantic Reasoning in Large-scale
Detection",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2103-2109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138814"}

@inproceedings{bb142828,
        AUTHOR = "Barlaud, M. and Guyard, F.",
        TITLE = "Learning sparse deep neural networks using efficient structured
projections on convex constraints for green AI",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "1566-1573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138815"}

@inproceedings{bb142829,
        AUTHOR = "Chitsaz, K. and Hajabdollahi, M. and Khadivi, P. and Samavi, S. and Karimi, N. and Shirani, S.",
        TITLE = "Use of Frequency Domain for Complexity Reduction of Convolutional
Neural Networks",
        BOOKTITLE = MLCSA20,
        YEAR = "2020",
        PAGES = "64-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138816"}

@inproceedings{bb142830,
        AUTHOR = "Berthelier, A. and Yan, Y.Z. and Chateau, T. and Blanc, C. and Duffner, S. and Garcia, C.",
        TITLE = "Learning Sparse Filters in Deep Convolutional Neural Networks with a
L1/l2 Pseudo-norm",
        BOOKTITLE = "CADL20",
        YEAR = "2020",
        PAGES = "662-676",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138817"}

@inproceedings{bb142831,
        AUTHOR = "Zhang, L.",
        TITLE = "Two recent advances on normalization methods for deep neural network
optimization",
        BOOKTITLE = VCIP20,
        YEAR = "2020",
        PAGES = "1-1",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138818"}

@inproceedings{bb142832,
        AUTHOR = "Du, K.Y. and Zhang, Y. and Guan, H.B. and Tian, Q. and Wang, Y.F. and Cheng, S.G. and Lin, J.",
        TITLE = "FTL: A Universal Framework for Training Low-bit DNNs via Feature
Transfer",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:700-716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138819"}

@inproceedings{bb142833,
        AUTHOR = "Jiang, Z.X. and Zhu, K. and Liu, M.J. and Gu, J.Q. and Pan, D.Z.",
        TITLE = "An Efficient Training Framework for Reversible Neural Architectures",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:275-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138820"}

@inproceedings{bb142834,
        AUTHOR = "Herrmann, C. and Bowen, R.S. and Zabih, R.",
        TITLE = "Channel Selection Using Gumbel Softmax",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:241-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138821"}

@inproceedings{bb142835,
        AUTHOR = "Isikdogan, L.F. and Nayak, B.V. and Wu, C.T. and Moreira, J.P. and Rao, S. and Michael, G.",
        TITLE = "SemifreddoNets: Partially Frozen Neural Networks for Efficient Computer
Vision Systems",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVII:193-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138822"}

@inproceedings{bb142836,
        AUTHOR = "Xie, X. and Zhou, Y. and Kung, S.Y.",
        TITLE = "Exploring Highly Efficient Compact Neural Networks For Image
Classification",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "2930-2934",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138823"}

@inproceedings{bb142837,
        AUTHOR = "Ahn, S. and Chang, J.W. and Kang, S.J.",
        TITLE = "An Efficient Accelerator Design Methodology For Deformable
Convolutional Networks",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "3075-3079",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138824"}

@inproceedings{bb142838,
        AUTHOR = "Kehrenberg, T. and Bartlett, M. and Thomas, O. and Quadrianto, N.",
        TITLE = "Null-sampling for Interpretable and Fair Representations",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:565-580",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138825"}

@inproceedings{bb142839,
        AUTHOR = "Malkin, N. and Ortiz, A. and Jojic, N.",
        TITLE = "Mining Self-similarity: Label Super-resolution with Epitomic
Representations",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXVI:531-547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138826"}

@inproceedings{bb142840,
        AUTHOR = "Liu, Z.G. and Mattina, M.",
        TITLE = "Efficient Residue Number System Based Winograd Convolution",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XIX:53-68",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138827"}

@inproceedings{bb142841,
        AUTHOR = "Park, E. and Yoo, S.J.",
        TITLE = "Profit: A Novel Training Method for sub-4-bit Mobilenet Models",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:430-446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138828"}

@inproceedings{bb142842,
        AUTHOR = "Shomron, G. and Banner, R. and Shkolnik, M. and Weiser, U.",
        TITLE = "Thanks for Nothing: Predicting Zero-valued Activations with Lightweight
Convolutional Neural Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "X:234-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138829"}

@inproceedings{bb142843,
        AUTHOR = "Su, Z. and Fang, L.P. and Kang, W.X. and Hu, D. and Pietikainen, M. and Liu, L.",
        TITLE = "Dynamic Group Convolution for Accelerating Convolutional Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "VI:138-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138830"}

@inproceedings{bb142844,
        AUTHOR = "Xie, Z.D. and Zhang, Z. and Zhu, X. and Huang, G. and Lin, S.",
        TITLE = "Spatially Adaptive Inference with Stochastic Feature Sampling and
Interpolation",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:531-548",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138831"}

@inproceedings{bb142845,
        AUTHOR = "Phan, A.H. and Sobolev, K. and Sozykin, K. and Ermilov, D. and Gusak, J. and Tichavsky, P. and Glukhov, V. and Oseledets, I. and Cichocki, A.",
        TITLE = "Stable Low-rank Tensor Decomposition for Compression of Convolutional
Neural Network",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIX: 522-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138832"}

@inproceedings{bb142846,
        AUTHOR = "Yong, H.W. and Huang, J.Q. and Hua, X.S. and Zhang, L.",
        TITLE = "Gradient Centralization: A New Optimization Technique for Deep Neural
Networks",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:635-652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138833"}

@inproceedings{bb142847,
        AUTHOR = "Yuan, Z.N. and Guo, Z.S. and Yu, X.T. and Wang, X.Y. and Yang, T.B.",
        TITLE = "Accelerating Deep Learning with Millions of Classes",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXIII:711-726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138834"}

@inproceedings{bb142848,
        AUTHOR = "Vu, T. and Eder, M. and Price, T. and Frahm, J.M.",
        TITLE = "Any-Width Networks",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3018-3026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138835"}

@inproceedings{bb142849,
        AUTHOR = "Elsen, E. and Dukhan, M. and Gale, T. and Simonyan, K.",
        TITLE = "Fast Sparse ConvNets",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "14617-14626",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138836"}

@inproceedings{bb142850,
        AUTHOR = "Song, G.L. and Liu, Y. and Wang, X.G.",
        TITLE = "Revisiting the Sibling Head in Object Detector",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11560-11569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138837"}

@inproceedings{bb142851,
        AUTHOR = "Wang, Q.L. and Wu, B.G. and Zhu, P.F. and Li, P.H. and Zuo, W.M. and Hu, Q.H.",
        TITLE = "ECA-Net: Efficient Channel Attention for Deep Convolutional Neural
Networks",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11531-11539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138838"}

@inproceedings{bb142852,
        AUTHOR = "Chen, Y.P. and Dai, X.Y. and Liu, M.C. and Chen, D.D. and Yuan, L. and Liu, Z.C.",
        TITLE = "Dynamic Convolution: Attention Over Convolution Kernels",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "11027-11036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138839"}

@inproceedings{bb142853,
        AUTHOR = "Xie, Q.Z. and Luong, M.T. and Hovy, E. and Le, Q.V.",
        TITLE = "Self-Training With Noisy Student Improves ImageNet Classification",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "10684-10695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138840"}

@inproceedings{bb142854,
        AUTHOR = "Verelst, T. and Tuytelaars, T.",
        TITLE = "BlockCopy: High-Resolution Video Processing with Block-Sparse Feature
Propagation and Online Policies",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "5138-5147",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138841"}

@inproceedings{bb142855,
        AUTHOR = "Verelst, T. and Tuytelaars, T.",
        TITLE = "Dynamic Convolutions: Exploiting Spatial Sparsity for Faster
Inference",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "2317-2326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138842"}

@inproceedings{bb142856,
        AUTHOR = "Goli, N. and Aamodt, T.M.",
        TITLE = "ReSprop: Reuse Sparsified Backpropagation",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "1545-1555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138843"}

@inproceedings{bb142857,
        AUTHOR = "Idelbayev, Y. and Carreira Perpinan, M.A.",
        TITLE = "Low-Rank Compression of Neural Nets: Learning the Rank of Each Layer",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8046-8056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138844"}

@inproceedings{bb142858,
        AUTHOR = "Haroush, M. and Hubara, I. and Hoffer, E. and Soudry, D.",
        TITLE = "The Knowledge Within: Methods for Data-Free Model Compression",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "8491-8499",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138845"}

@inproceedings{bb142859,
        AUTHOR = "Rajagopal, A. and Bouganis, C.S.",
        TITLE = "perf4sight: A toolflow to model CNN training performance on Edge GPUs",
        BOOKTITLE = ERCVAD21,
        YEAR = "2021",
        PAGES = "963-971",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138846"}

@inproceedings{bb142860,
        AUTHOR = "Rajagopal, A. and Bouganis, C.S.",
        TITLE = "Now that I can see, I can improve: Enabling data-driven finetuning of
CNNs on the edge",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3058-3067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138847"}

@inproceedings{bb142861,
        AUTHOR = "Chatzikonstantinou, C. and Papadopoulos, G.T. and Dimitropoulos, K. and Daras, P.",
        TITLE = "Neural Network Compression Using Higher-Order Statistics and
Auxiliary Reconstruction Losses",
        BOOKTITLE = EDLCV20,
        YEAR = "2020",
        PAGES = "3077-3086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138848"}

@inproceedings{bb142862,
        AUTHOR = "Saini, R. and Jha, N.K. and Das, B. and Mittal, S. and Mohan, C.K.",
        TITLE = "ULSAM: Ultra-Lightweight Subspace Attention Module for Compact
Convolutional Neural Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "1616-1625",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138849"}

@inproceedings{bb142863,
        AUTHOR = "Suau, X. and Zappella, u. and Apostoloff, N.",
        TITLE = "Filter Distillation for Network Compression",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3129-3138",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138850"}

@inproceedings{bb142864,
        AUTHOR = "Wang, M. and Cai, H. and Huang, X. and Gong, M.",
        TITLE = "ADNet: Adaptively Dense Convolutional Neural Networks",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "990-999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138851"}

@inproceedings{bb142865,
        AUTHOR = "Hsu, L. and Chiu, C. and Lin, K.",
        TITLE = "An Energy-Aware Bit-Serial Streaming Deep Convolutional Neural
Network Accelerator",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "4609-4613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138852"}

@inproceedings{bb142866,
        AUTHOR = "Lu, J. and Xu, C.F. and Zhang, W. and Duan, L.Y. and Mei, T.",
        TITLE = "Sampling Wisely: Deep Image Embedding by Top-K Precision Optimization",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "7960-7969",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138853"}

@inproceedings{bb142867,
        AUTHOR = "Nascimento, M.G.D. and Prisacariu, V. and Fawcett, R.",
        TITLE = "DSConv: Efficient Convolution Operator",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "5147-5156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138854"}

@inproceedings{bb142868,
        AUTHOR = "Chao, P. and Kao, C. and Ruan, Y. and Huang, C. and Lin, Y.",
        TITLE = "HarDNet: A Low Memory Traffic Network",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3551-3560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138855"}

@inproceedings{bb142869,
        AUTHOR = "Chen, Y. and Fan, H. and Xu, B. and Yan, Z. and Kalantidis, Y. and Rohrbach, M. and Shuicheng, Y. and Feng, J.",
        TITLE = "Drop an Octave: Reducing Spatial Redundancy in Convolutional Neural
Networks With Octave Convolution",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3434-3443",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138856"}

@inproceedings{bb142870,
        AUTHOR = "Phuong, M. and Lampert, C.H.",
        TITLE = "Distillation-Based Training for Multi-Exit Architectures",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "1355-1364",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138857"}

@inproceedings{bb142871,
        AUTHOR = "Chen, Y. and Liu, S. and Shen, X. and Jia, J.",
        TITLE = "Fast Point R-CNN",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9774-9783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138858"}

@inproceedings{bb142872,
        AUTHOR = "Gkioxari, G. and Johnson, J. and Malik, J.",
        TITLE = "Mesh R-CNN",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9784-9794",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138859"}

@inproceedings{bb142873,
        AUTHOR = "Vooturi, D.T. and Varma, G. and Kothapalli, K.",
        TITLE = "Dynamic Block Sparse Reparameterization of Convolutional Neural
Networks",
        BOOKTITLE = CEFRL19,
        YEAR = "2019",
        PAGES = "3046-3053",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138860"}

@inproceedings{bb142874,
        AUTHOR = "Gusak, J. and Kholiavchenko, M. and Ponomarev, E. and Markeeva, L. and Blagoveschensky, P. and Cichocki, A. and Oseledets, I.",
        TITLE = "Automated Multi-Stage Compression of Neural Networks",
        BOOKTITLE = LPCV19,
        YEAR = "2019",
        PAGES = "2501-2508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138861"}

@inproceedings{bb142875,
        AUTHOR = "Hascoet, T. and Febvre, Q. and Zhuang, W. and Ariki, Y. and Takiguchi, T.",
        TITLE = "Layer-Wise Invertibility for Extreme Memory Cost Reduction of CNN
Training",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "2049-2052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138862"}

@inproceedings{bb142876,
        AUTHOR = "Ghosh, R. and Gupta, A.K. and Motani, M.",
        TITLE = "Investigating Convolutional Neural Networks using Spatial Orderness",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "2053-2056",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138863"}

@inproceedings{bb142877,
        AUTHOR = "Cruz Vargas, J.A. and Zamora Esquivel, J. and Tickoo, O.",
        TITLE = "Introducing Region Pooling Learning",
        BOOKTITLE = "CADL20",
        YEAR = "2020",
        PAGES = "714-724",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138864"}

@inproceedings{bb142878,
        AUTHOR = "Esquivel, J.Z. and Cruz Vargas, J.A. and Tickoo, O.",
        TITLE = "Second Order Bifurcating Methodology for Neural Network Training and
Topology Optimization",
        BOOKTITLE = "CADL20",
        YEAR = "2020",
        PAGES = "725-738",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138865"}

@inproceedings{bb142879,
        AUTHOR = "Zamora Esquivel, J. and Cruz Vargas, A. and Lopez Meyer, P. and Tickoo, O.",
        TITLE = "Adaptive Convolutional Kernels",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "1998-2005",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138866"}

@inproceedings{bb142880,
        AUTHOR = "Kopuklu, O. and Kose, N. and Gunduz, A. and Rigoll, G.",
        TITLE = "Resource Efficient 3D Convolutional Neural Networks",
        BOOKTITLE = NeruArch19,
        YEAR = "2019",
        PAGES = "1910-1919",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138867"}

@inproceedings{bb142881,
        AUTHOR = "Yoo, K.M. and Jo, H.S. and Lee, H. and Han, J. and Lee, S.",
        TITLE = "Stochastic Relational Network",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "788-792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138868"}

@inproceedings{bb142882,
        AUTHOR = "Rannen Triki, A. and Berman, M. and Kolmogorov, V. and Blaschko, M.B.",
        TITLE = "Function Norms for Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "748-752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138869"}

@inproceedings{bb142883,
        AUTHOR = "Han, D. and Yoo, H.",
        TITLE = "Direct Feedback Alignment Based Convolutional Neural Network Training
for Low-Power Online Learning Processor",
        BOOKTITLE = LPCV19,
        YEAR = "2019",
        PAGES = "2445-2452",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138870"}

@inproceedings{bb142884,
        AUTHOR = "Yan, X.P. and Chen, Z.L. and Xu, A. and Wang, X.X. and Liang, X.D. and Lin, L.",
        TITLE = "Meta R-CNN: Towards General Solver for Instance-Level Low-Shot
Learning",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "9576-9585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138871"}

@inproceedings{bb142885,
        AUTHOR = "Dai, X.L. and Zhang, P.Z. and Wu, B. and Yin, H.X. and Sun, F. and Wang, Y. and Dukhan, M. and Hu, Y.Q. and Wu, Y.M. and Jia, Y.Q. and Vajda, P. and Uyttendaele, M.T. and Jha, N.K.",
        TITLE = "ChamNet: Towards Efficient Network Design Through Platform-Aware Model
Adaptation",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11390-11399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138872"}

@inproceedings{bb142886,
        AUTHOR = "Zhang, Y.F. and Gao, S.Q. and Huang, H.",
        TITLE = "Exploration and Estimation for Model Compression",
        BOOKTITLE = ICCV21,
        YEAR = "2021",
        PAGES = "477-486",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138873"}

@inproceedings{bb142887,
        AUTHOR = "Gao, S.Q. and Deng, C. and Huang, H.",
        TITLE = "Cross Domain Model Compression by Structurally Weight Sharing",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "8965-8974",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138874"}

@inproceedings{bb142888,
        AUTHOR = "Liu, Y.J. and Tian, X.M. and Li, Y. and Xiong, Z.W. and Wu, F.",
        TITLE = "Compact Feature Learning for Multi-Domain Image Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7186-7194",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138875"}

@inproceedings{bb142889,
        AUTHOR = "Li, J.S. and Qi, Q. and Wang, J.Y. and Ge, C. and Li, Y.J. and Yue, Z.Z. and Sun, H.F.",
        TITLE = "OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural
Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7039-7048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138876"}

@inproceedings{bb142890,
        AUTHOR = "Kim, H. and Khan, M.U.K. and Kyung, C.M.",
        TITLE = "Efficient Neural Network Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12561-12569",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138877"}

@inproceedings{bb142891,
        AUTHOR = "Minnehan, B. and Savakis, A.",
        TITLE = "Cascaded Projection: End-To-End Network Compression and Acceleration",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "10707-10716",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138878"}

@inproceedings{bb142892,
        AUTHOR = "Lin, Y.H. and Chou, C.N. and Chang, E.Y.",
        TITLE = "MBS: Macroblock Scaling for CNN Model Reduction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9109-9117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138879"}

@inproceedings{bb142893,
        AUTHOR = "Gao, Y. and Ma, J.Y. and Zhao, M.B. and Liu, W. and Yuille, A.L.",
        TITLE = "NDDR-CNN: Layerwise Feature Fusing in Multi-Task CNNs by Neural
Discriminative Dimensionality Reduction",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3200-3209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138880"}

@inproceedings{bb142894,
        AUTHOR = "Wang, H.Y. and Kembhavi, A. and Farhadi, A. and Yuille, A.L. and Rastegari, M.",
        TITLE = "ELASTIC: Improving CNNs With Dynamic Scaling Policies",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "2253-2262",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138881"}

@inproceedings{bb142895,
        AUTHOR = "Yang, H.C. and Zhu, Y.H. and Liu, J.",
        TITLE = "ECC: Platform-Independent Energy-Constrained Deep Neural Network
Compression via a Bilinear Regression Model",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "11198-11207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138882"}

@inproceedings{bb142896,
        AUTHOR = "Gong, L.Y. and Cheng, Q.A.",
        TITLE = "Exploiting Edge Features for Graph Neural Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9203-9211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138883"}

@inproceedings{bb142897,
        AUTHOR = "Kossaifi, J. and Bulat, A. and Tzimiropoulos, G. and Pantic, M.",
        TITLE = "T-Net: Parametrizing Fully Convolutional Nets With a Single High-Order
Tensor",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7814-7823",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138884"}

@inproceedings{bb142898,
        AUTHOR = "Chen, W.J. and Xie, D. and Zhang, Y. and Pu, S.L.",
        TITLE = "All You Need Is a Few Shifts: Designing Efficient Convolutional Neural
Networks for Image Classification",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7234-7243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138885"}

@inproceedings{bb142899,
        AUTHOR = "Georgiadis, G.",
        TITLE = "Accelerating Convolutional Neural Networks via Activation Map
Compression",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7078-7088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138886"}

Last update:Jun 17, 2024 at 21:38:11