@article{bb142000,
        AUTHOR = "Jiang, Y.G. and Cheng, C.M. and Lin, H.Y. and Fu, Y.W.",
        TITLE = "Learning Layer-Skippable Inference Network",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "8747-8759",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137988"}

@article{bb142001,
        AUTHOR = "Fang, Z.Y. and Ren, J.C. and Marshall, S. and Zhao, H.M. and Wang, S. and Li, X.L.",
        TITLE = "Topological optimization of the DenseNet with pretrained-weights
inheritance and genetic channel selection",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107608",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137989"}

@article{bb142002,
        AUTHOR = "Li, G.Q. and Zhang, M. and Li, J. and Lv, F. and Tong, G.D.",
        TITLE = "Efficient densely connected convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137990"}

@article{bb142003,
        AUTHOR = "Yang, Y.Q. and Lv, H.J. and Chen, N. and Wu, Y. and Zheng, J.Y. and Zheng, Z.X.",
        TITLE = "Local minima found in the subparameter space can be effective for
ensembles of deep convolutional neural networks",
        JOURNAL = PR,
        VOLUME = "109",
        YEAR = "2021",
        PAGES = "107582",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137991"}

@article{bb142004,
        AUTHOR = "Gurhanli, A.",
        TITLE = "Accelerating convolutional neural network training using ProMoD
backpropagation algorithm",
        JOURNAL = IET-IPR,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "13",
        MONTH = "November",
        PAGES = "2957-2964",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137992"}

@article{bb142005,
        AUTHOR = "Xi, J.B. and Ersoy, O.K. and Fang, J.W. and Cong, M. and Wu, T.J. and Zhao, C.Y. and Li, Z.H.",
        TITLE = "Wide Sliding Window and Subsampling Network for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "7",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137993"}

@article{bb142006,
        AUTHOR = "Xi, J.B. and Cong, M. and Ersoy, O.K. and Zou, W.B. and Zhao, C.Y. and Li, Z.H. and Gu, J.K. and Wu, T.J.",
        TITLE = "Dynamic Wide and Deep Neural Network for Hyperspectral Image
Classification",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "13",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137994"}

@article{bb142007,
        AUTHOR = "Xi, J.B. and Ersoy, O.K. and Cong, M. and Zhao, C.Y. and Qu, W. and Wu, T.J.",
        TITLE = "Wide and Deep Fourier Neural Network for Hyperspectral Remote Sensing
Image Classification",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "12",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137995"}

@article{bb142008,
        AUTHOR = "Avola, D. and Cinque, L. and Diko, A. and Fagioli, A. and Foresti, G.L. and Mecca, A. and Pannone, D. and Piciarelli, C.",
        TITLE = "MS-Faster R-CNN: Multi-Stream Backbone for Improved Faster R-CNN
Object Detection and Aerial Tracking from UAV Images",
        JOURNAL = RS,
        VOLUME = "13",
        YEAR = "2021",
        NUMBER = "9",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137996"}

@article{bb142009,
        AUTHOR = "Cancela, B. and Bolon Canedo, V. and Alonso Betanzos, A.",
        TITLE = "E2E-FS: An End-to-End Feature Selection Method for Neural Networks",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "8311-8323",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137997"}

@inproceedings{bb142010,
        AUTHOR = "Cancela, B. and Bolon Canedo, V. and Alonso Betanzos, A.",
        TITLE = "Can data placement be effective for Neural Networks classification
tasks? Introducing the Orthogonal Loss",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "392-399",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137998"}

@article{bb142011,
        AUTHOR = "Jie, Z. and Sun, P. and Li, X. and Feng, J.S. and Liu, W.",
        TITLE = "Anytime Recognition with Routing Convolutional Networks",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1875-1886",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT137999"}

@article{bb142012,
        AUTHOR = "Kocanaogullari, A. and Smedemark Margulies, N. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Geometric Analysis of Uncertainty Sampling for Dense Neural Network
Layer",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "867-871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138000"}

@article{bb142013,
        AUTHOR = "Paoletti, M.E. and Haut, J.M. and Tao, X. and Plaza, J. and Plaza, A.",
        TITLE = "FLOP-Reduction Through Memory Allocations Within CNN for
Hyperspectral Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "59",
        YEAR = "2021",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "5938-5952",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138001"}

@article{bb142014,
        AUTHOR = "Liu, X.Y. and Di, X.G.",
        TITLE = "TanhExp: A smooth activation function with high convergence speed for
lightweight neural networks",
        JOURNAL = IET-CV,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "136-150",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138002"}

@article{bb142015,
        AUTHOR = "Gao, H.Y. and Wang, Z.Y. and Cai, L. and Ji, S.W.",
        TITLE = "ChannelNets: Compact and Efficient Convolutional Neural Networks via
Channel-Wise Convolutions",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2570-2581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138003"}

@article{bb142016,
        AUTHOR = "Hou, Y. and Fan, H. and Li, L. and Li, B.L.",
        TITLE = "Adaptive learning cost-sensitive convolutional neural network",
        JOURNAL = IET-CV,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "5",
        PAGES = "346-355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138004"}

@article{bb142017,
        AUTHOR = "Qiu, J.X. and Chen, C. and Liu, S.C. and Zhang, H.Y. and Zeng, B.",
        TITLE = "SlimConv: Reducing Channel Redundancy in Convolutional Neural
Networks by Features Recombining",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "6434-6445",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138005"}

@article{bb142018,
        AUTHOR = "Li, Z.Z. and Yang, X.Y. and Shen, K.Q. and Jiang, F. and Jiang, J. and Ren, H. and Li, Y.X.",
        TITLE = "PSGU: Parametric self-circulation gating unit for deep neural
networks",
        JOURNAL = JVCIR,
        VOLUME = "80",
        YEAR = "2021",
        PAGES = "103294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138006"}

@article{bb142019,
        AUTHOR = "Han, Y.Z. and Huang, G. and Song, S.J. and Yang, L. and Zhang, Y.T. and Jiang, H.J.",
        TITLE = "Spatially Adaptive Feature Refinement for Efficient Inference",
        JOURNAL = IP,
        VOLUME = "30",
        YEAR = "2021",
        PAGES = "9345-9358",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138007"}

@article{bb142020,
        AUTHOR = "Gong, S.J. and Zhang, S.S. and Yang, J. and Yuen, P.C.",
        TITLE = "Self-Fusion Convolutional Neural Networks",
        JOURNAL = PRL,
        VOLUME = "152",
        YEAR = "2021",
        PAGES = "50-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138008"}

@article{bb142021,
        AUTHOR = "Mehta, S. and Hajishirzi, H. and Rastegari, M.",
        TITLE = "DiCENet: Dimension-Wise Convolutions for Efficient Networks",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2416-2425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138009"}

@inproceedings{bb142022,
        AUTHOR = "Mehta, S. and Rastegari, M. and Shapiro, L. and Hajishirzi, H.",
        TITLE = "ESPNetv2: A Light-Weight, Power Efficient, and General Purpose
Convolutional Neural Network",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "9182-9192",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138010"}

@article{bb142023,
        AUTHOR = "Han, K. and Wang, Y.H. and Xu, C. and Guo, J.Y. and Xu, C.J. and Wu, E. and Tian, Q.",
        TITLE = "GhostNets on Heterogeneous Devices via Cheap Operations",
        JOURNAL = IJCV,
        VOLUME = "130",
        YEAR = "2022",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1050-1069",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138011"}

@article{bb142024,
        AUTHOR = "Schonsheck, S.C. and Dong, B. and Lai, R.J.",
        TITLE = "Parallel Transport Convolution:
Deformable Convolutional Networks on Manifold-Structured Data",
        JOURNAL = SIIMS,
        VOLUME = "15",
        YEAR = "2022",
        NUMBER = "1",
        PAGES = "367-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138012"}

@article{bb142025,
        AUTHOR = "Han, K. and Wang, Y.H. and Xu, C. and Xu, C.J. and Wu, E. and Tao, D.C.",
        TITLE = "Learning Versatile Convolution Filters for Efficient Visual
Recognition",
        JOURNAL = PAMI,
        VOLUME = "44",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "7731-7746",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138013"}

@article{bb142026,
        AUTHOR = "Liu, C. and Zhang, X.S. and Zhang, R. and Li, L. and Zhou, S.Y. and Huang, D. and Li, Z. and Du, Z.D. and Liu, S.L. and Chen, T.S.",
        TITLE = "Rethinking the Importance of Quantization Bias, Toward Full Low-Bit
Training",
        JOURNAL = IP,
        VOLUME = "31",
        YEAR = "2022",
        PAGES = "7006-7019",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138014"}

@article{bb142027,
        AUTHOR = "Yang, T.J.N. and Zhu, S.J. and Mendieta, M. and Wang, P. and Balakrishnan, R. and Lee, M.W. and Han, T. and Shah, M. and Chen, C.",
        TITLE = "MutualNet: Adaptive ConvNet via Mutual Learning From Different Model
Configurations",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "811-827",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138015"}

@inproceedings{bb142028,
        AUTHOR = "Yang, T.J.N. and Zhu, S.J. and Chen, C. and Yan, S. and Zhang, M. and Willis, A.",
        TITLE = "MutualNet: Adaptive Convnet via Mutual Learning from Network Width and
Resolution",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "I:299-315",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138016"}

@article{bb142029,
        AUTHOR = "Jahani Nezhad, T. and Maddah Ali, M.A.",
        TITLE = "Berrut Approximated Coded Computing:
Straggler Resistance Beyond Polynomial Computing",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "111-122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138017"}

@article{bb142030,
        AUTHOR = "Wu, Y.M. and Li, R.X. and Yu, Y.L. and Li, X.",
        TITLE = "Reparameterized attention for convolutional neural networks",
        JOURNAL = PRL,
        VOLUME = "164",
        YEAR = "2022",
        PAGES = "89-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138018"}

@article{bb142031,
        AUTHOR = "Xi, Y. and Jia, W.J. and Miao, Q.G. and Liu, X.Z. and Fan, X.C. and Lou, J.",
        TITLE = "DyCC-NEt: Dynamic Context Collection Network for Input-Aware
Drone-View Object Detection",
        JOURNAL = RS,
        VOLUME = "14",
        YEAR = "2022",
        NUMBER = "24",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138019"}

@article{bb142032,
        AUTHOR = "Li, C.L. and Wang, G.R. and Wang, B. and Liang, X.D. and Li, Z.H. and Chang, X.J.",
        TITLE = "DS-Net++: Dynamic Weight Slicing for Efficient Inference in CNNs and
Vision Transformers",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4430-4446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138020"}

@article{bb142033,
        AUTHOR = "Wang, L.G. and Guo, Y.L. and Dong, X.Y. and Wang, Y.Q. and Ying, X. and Lin, Z.P. and An, W.",
        TITLE = "Exploring Fine-Grained Sparsity in Convolutional Neural Networks for
Efficient Inference",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "4474-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138021"}

@article{bb142034,
        AUTHOR = "Wang, S. and Li, W. and Lu, R. and Yang, X.G. and Xi, J.X. and Gao, J.",
        TITLE = "Neural network acceleration methods via selective activation",
        JOURNAL = IET-CV,
        VOLUME = "17",
        YEAR = "2023",
        NUMBER = "3",
        PAGES = "295-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138022"}

@article{bb142035,
        AUTHOR = "Xiao, P.H. and Xu, T. and Xiao, X.Y. and Li, W.S. and Wang, H.P.",
        TITLE = "Distillation Sparsity Training Algorithm for Accelerating
Convolutional Neural Networks in Embedded Systems",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "10",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138023"}

@article{bb142036,
        AUTHOR = "Haider, U. and Hanif, M. and Rashid, A. and Hussain, S.F.",
        TITLE = "Dictionary-enabled efficient training of ConvNets for image
classification",
        JOURNAL = IVC,
        VOLUME = "135",
        YEAR = "2023",
        PAGES = "104718",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138024"}

@article{bb142037,
        AUTHOR = "Huang, L. and Qin, J. and Zhou, Y. and Zhu, F. and Liu, L. and Shao, L.",
        TITLE = "Normalization Techniques in Training DNNs: Methodology, Analysis and
Application",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "10173-10196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138025"}

@inproceedings{bb142038,
        AUTHOR = "Zhang, H. and Zu, K. and Lu, J. and Zou, Y. and Meng, D.Y.",
        TITLE = "Epsanet: An Efficient Pyramid Squeeze Attention Block on Convolutional
Neural Network",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "III:541-557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138026"}

@article{bb142039,
        AUTHOR = "Dong, M.J. and Chen, X.H. and Wang, Y.H. and Xu, C.",
        TITLE = "Improving Lightweight AdderNet via Distillation from L2 to L1-norm",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5524-5536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138027"}

@article{bb142040,
        AUTHOR = "Zhang, H. and Lai, S.Q. and Wang, Y.X. and Da, Z.Y. and Dun, Y.J. and Qian, X.M.",
        TITLE = "SCGNet: Shifting and Cascaded Group Network",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "4997-5008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138028"}

@article{bb142041,
        AUTHOR = "Sepehri, Y.M. and Pad, P. and Kundig, C. and Frossard, P. and Dunbar, L.A.",
        TITLE = "Privacy-Preserving Image Acquisition for Neural Vision Systems",
        JOURNAL = MultMed,
        VOLUME = "25",
        YEAR = "2023",
        PAGES = "6232-6244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138029"}

@inproceedings{bb142042,
        AUTHOR = "Pad, P. and Narduzzi, S. and Kundig, C. and Turetken, E. and Bigdeli, S.A. and Dunbar, L.A.",
        TITLE = "Efficient Neural Vision Systems Based on Convolutional Image
Acquisition",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12282-12291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138030"}

@article{bb142043,
        AUTHOR = "Liu, M. and Zhou, C.C. and Qiu, S.Y. and He, Y.F. and Jiao, H.L.",
        TITLE = "CNN Accelerator at the Edge With Adaptive Zero Skipping and
Sparsity-Driven Data Flow",
        JOURNAL = CirSysVideo,
        VOLUME = "33",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "7084-7095",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138031"}

@article{bb142044,
        AUTHOR = "Lin, S.H. and Ji, B. and Ji, R.R. and Yao, A.",
        TITLE = "A closer look at branch classifiers of multi-exit architectures",
        JOURNAL = CVIU,
        VOLUME = "239",
        YEAR = "2024",
        PAGES = "103900",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138032"}

@inproceedings{bb142045,
        AUTHOR = "Metta, C. and Fantozzi, M. and Papini, A. and Amato, G. and Bergamaschi, M. and Galfre, S.G. and Marchetti, A. and Veglio, M. and Parton, M. and Morandin, F.",
        TITLE = "Increasing biases can be more efficient than increasing weights",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "2798-2807",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138033"}

@inproceedings{bb142046,
        AUTHOR = "Zhu, Z. and Pourtaherian, A. and Waeijen, L. and Akkaya, I.B. and Bondarev, E. and Moreira, O.",
        TITLE = "CATS: Combined Activation and Temporal Suppression for Efficient
Network Inference",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "8151-8160",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138034"}

@inproceedings{bb142047,
        AUTHOR = "Jeon, J.Y. and Nguyen, X.T. and Ryu, S. and Lee, H.J.",
        TITLE = "USDN: A Unified Sample-wise Dynamic Network with Mixed-Precision and
Early-Exit",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "635-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138035"}

@inproceedings{bb142048,
        AUTHOR = "Quelennec, A. and Tartaglione, E. and Mozharovskyi, P. and Nguyen, V.T.",
        TITLE = "Towards On-Device Learning on the Edge: Ways to Select Neurons to
Update Under a Budget Constraint",
        BOOKTITLE = IoTDesign24,
        YEAR = "2024",
        PAGES = "685-694",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138036"}

@inproceedings{bb142049,
        AUTHOR = "Mori, P. and Frickenstein, L. and Sampath, S.B. and Thoma, M. and Fasfous, N. and Vemparala, M.R. and Frickenstein, A. and Unger, C. and Stechele, W. and Mueller Gritschneder, D. and Passerone, C.",
        TITLE = "Wino Vidi Vici: Conquering Numerical Instability of 8-bit Winograd
Convolution for Accurate Inference Acceleration on Edge",
        BOOKTITLE = WACV24,
        YEAR = "2024",
        PAGES = "53-62",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138037"}

@inproceedings{bb142050,
        AUTHOR = "Haque, M. and Chen, S. and Haque, W. and Liu, C. and Yang, W.",
        TITLE = "AntiNODE: Evaluating Efficiency Robustness of Neural ODEs",
        BOOKTITLE = REDLCV23,
        YEAR = "2023",
        PAGES = "1499-1509",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138038"}

@inproceedings{bb142051,
        AUTHOR = "Han, Y.Z. and Han, D.C. and Liu, Z. and Wang, Y.L. and Pan, X. and Pu, Y.F. and Deng, C. and Feng, J. and Song, S. and Huang, G.",
        TITLE = "Dynamic Perceiver for Efficient Visual Recognition",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "5969-5979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138039"}

@inproceedings{bb142052,
        AUTHOR = "Huang, Z.P. and Zhang, Z.Z. and Lan, C.L. and Zha, Z.J. and Lu, Y. and Guo, B.",
        TITLE = "Adaptive Frequency Filters As Efficient Global Token Mixers",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "6026-6036",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138040"}

@inproceedings{bb142053,
        AUTHOR = "Park, S. and Chun, S. and Heo, B. and Kim, W. and Yun, S.",
        TITLE = "SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel
Storage",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17202-17213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138041"}

@inproceedings{bb142054,
        AUTHOR = "Ancilotto, A. and Paissan, F. and Farella, E.",
        TITLE = "XiNet: Efficient Neural Networks for tinyML",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "16922-16931",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138042"}

@inproceedings{bb142055,
        AUTHOR = "Zhang, J.N. and Li, X.T. and Li, J. and Liu, L. and Xue, Z. and Zhang, B. and Jiang, Z.K. and Huang, T.X. and Wang, Y. and Wang, C.J.",
        TITLE = "Rethinking Mobile Block for Efficient Attention-based Models",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "1389-1400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138043"}

@inproceedings{bb142056,
        AUTHOR = "Lazzaro, D. and Cina, A.E. and Pintor, M. and Demontis, A. and Biggio, B. and Roli, F. and Pelillo, M.",
        TITLE = "Minimizing Energy Consumption of Deep Learning Models by Energy-Aware
Training",
        BOOKTITLE = CIAP23,
        YEAR = "2023",
        PAGES = "II:515-526",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138044"}

@inproceedings{bb142057,
        AUTHOR = "Polina, K. and Ekaterina, R. and Anastasia, Y. and Andrei, S. and Leonid, K. and Riccardo, F. and Aleksei, I.",
        TITLE = "FIANCEE: Faster Inference of Adversarial Networks via Conditional
Early Exits",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "12032-12043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138045"}

@inproceedings{bb142058,
        AUTHOR = "Li, J.F. and Wen, Y. and He, L.H.",
        TITLE = "SCConv: Spatial and Channel Reconstruction Convolution for Feature
Redundancy",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "6153-6162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138046"}

@inproceedings{bb142059,
        AUTHOR = "Endo, T. and Kaji, S. and Matono, H. and Takemura, M. and Shima, T.",
        TITLE = "Re-Parameterization Making GC-Net-Style 3dconvnets More Efficient",
        BOOKTITLE = ACCV22,
        YEAR = "2022",
        PAGES = "I:311-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138047"}

@inproceedings{bb142060,
        AUTHOR = "Bertrand, T. and Makaroff, N. and Cohen, L.D.",
        TITLE = "Fast Marching Energy CNN",
        BOOKTITLE = SSVM23,
        YEAR = "2023",
        PAGES = "276-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138048"}

@inproceedings{bb142061,
        AUTHOR = "Cannella, C. and Tarokh, V.",
        TITLE = "Semi-Empirical Objective Functions for MCMC Proposal Optimization",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4758-4764",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138049"}

@inproceedings{bb142062,
        AUTHOR = "Dai, L.J. and Zhang, Q.T. and Wu, H.Q.",
        TITLE = "Improving the accuracy of neural networks in analog
computing-in-memory systems by analog weight",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2971-2978",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138050"}

@inproceedings{bb142063,
        AUTHOR = "Zhou, H. and Ashrafi, A. and Blaschko, M.B.",
        TITLE = "Combinatorial optimization for low bit-width neural networks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "2246-2252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138051"}

@inproceedings{bb142064,
        AUTHOR = "Trusov, A. and Limonova, E. and Nikolaev, D. and Arlazarov, V.V.",
        TITLE = "Fast matrix multiplication for binary and ternary CNNs on ARM CPU",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "3176-3182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138052"}

@inproceedings{bb142065,
        AUTHOR = "Ignatov, A. and Malivenko, G. and Timofte, R. and Tseng, Y. and Xu, Y.S. and Yu, P.H. and Chiang, C.M. and Kuo, H.K. and Chen, M.H. and Cheng, C.M. and Van Gool, L.J.",
        TITLE = "PyNet-V2 Mobile:
Efficient On-Device Photo Processing With Neural Networks",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "677-684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138053"}

@inproceedings{bb142066,
        AUTHOR = "Liang, Z.W. and Zhou, Y.",
        TITLE = "Dispense Mode for Inference to Accelerate Branchynet",
        BOOKTITLE = ICIP22,
        YEAR = "2022",
        PAGES = "1246-1250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138054"}

@inproceedings{bb142067,
        AUTHOR = "Duggal, R. and Zhou, H. and Yang, S. and Fang, J. and Xiong, Y.J. and Xia, W.",
        TITLE = "Towards Regression-Free Neural Networks for Diverse Compute Platforms",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXXVII:598-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138055"}

@inproceedings{bb142068,
        AUTHOR = "Yong, H.W. and Zhang, L.",
        TITLE = "An Embedded Feature Whitening Approach to Deep Neural Network
Optimization",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXIII:334-351",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138056"}

@inproceedings{bb142069,
        AUTHOR = "Kwan, H.M. and Song, S.",
        TITLE = "SSBNet: Improving Visual Recognition Efficiency by Adaptive Sampling",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XXI:229-244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138057"}

@inproceedings{bb142070,
        AUTHOR = "Upadhyay, U. and Karthik, S. and Chen, Y.B. and Mancini, M. and Akata, Z.",
        TITLE = "BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen
Neural Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:299-317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138058"}

@inproceedings{bb142071,
        AUTHOR = "Lu, Y. and Yang, W. and Zhang, Y.Z. and Chen, Z.H. and Chen, J.Y. and Xuan, Q. and Wang, Z. and Yang, X.",
        TITLE = "Understanding the Dynamics of DNNs Using Graph Modularity",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:225-242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138059"}

@inproceedings{bb142072,
        AUTHOR = "Molchanov, P. and Hall, J. and Yin, H.X. and Kautz, J. and Fusi, N. and Vahdat, A.",
        TITLE = "LANA: Latency Aware Network Acceleration",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XII:137-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138060"}

@inproceedings{bb142073,
        AUTHOR = "Han, Y.Z. and Pu, Y.F. and Lai, Z.H. and Wang, C.F. and Song, S.J. and Cao, J.F. and Huang, W.H. and Deng, C. and Huang, G.",
        TITLE = "Learning to Weight Samples for Dynamic Early-Exiting Networks",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:362-378",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138061"}

@inproceedings{bb142074,
        AUTHOR = "Hu, Q.H. and Li, G. and Wu, Q. and Cheng, J.",
        TITLE = "PalQuant:
Accelerating High-Precision Networks on Low-Precision Accelerators",
        BOOKTITLE = ECCV22,
        YEAR = "2022",
        PAGES = "XI:312-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138062"}

@inproceedings{bb142075,
        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#TT138063"}

@inproceedings{bb142076,
        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#TT138064"}

@inproceedings{bb142077,
        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#TT138065"}

@inproceedings{bb142078,
        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#TT138066"}

@inproceedings{bb142079,
        AUTHOR = "Hu, M. and Feng, J. and Hua, J. and Lai, B. and Huang, J.Q. and Gong, X.J. and Hua, X.",
        TITLE = "Online Convolutional Reparameterization",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "558-567",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT138067"}

@inproceedings{bb142080,
        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#TT138068"}

@inproceedings{bb142081,
        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#TT138069"}

@inproceedings{bb142082,
        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#TT138070"}

@inproceedings{bb142083,
        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#TT138071"}

@inproceedings{bb142084,
        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#TT138072"}

@inproceedings{bb142085,
        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#TT138073"}

@inproceedings{bb142086,
        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#TT138074"}

@inproceedings{bb142087,
        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#TT138075"}

@inproceedings{bb142088,
        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#TT138076"}

@inproceedings{bb142089,
        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#TT138077"}

@inproceedings{bb142090,
        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#TT138078"}

@inproceedings{bb142091,
        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#TT138079"}

@inproceedings{bb142092,
        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#TT138080"}

@inproceedings{bb142093,
        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#TT138081"}

@inproceedings{bb142094,
        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#TT138082"}

@inproceedings{bb142095,
        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#TT138083"}

@inproceedings{bb142096,
        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#TT138084"}

@inproceedings{bb142097,
        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#TT138085"}

@inproceedings{bb142098,
        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#TT138086"}

@inproceedings{bb142099,
        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#TT138087"}

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