@article{bb159500,
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#TT155364"}
@article{bb159501,
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#TT155365"}
@article{bb159502,
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#TT155366"}
@article{bb159503,
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#TT155367"}
@article{bb159504,
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#TT155368"}
@article{bb159505,
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#TT155369"}
@article{bb159506,
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#TT155370"}
@article{bb159507,
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#TT155371"}
@inproceedings{bb159508,
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#TT155372"}
@article{bb159509,
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#TT155373"}
@article{bb159510,
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#TT155374"}
@article{bb159511,
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#TT155375"}
@article{bb159512,
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#TT155376"}
@article{bb159513,
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#TT155377"}
@inproceedings{bb159514,
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#TT155378"}
@article{bb159515,
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#TT155379"}
@article{bb159516,
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#TT155380"}
@article{bb159517,
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#TT155381"}
@article{bb159518,
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#TT155382"}
@article{bb159519,
AUTHOR = "Wang, L.G. and Guo, Y.L. and Dong, X.Y. and Wang, Y.Q. and Ying, X.Y. 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#TT155383"}
@article{bb159520,
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#TT155384"}
@article{bb159521,
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#TT155385"}
@article{bb159522,
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#TT155386"}
@article{bb159523,
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#TT155387"}
@inproceedings{bb159524,
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#TT155388"}
@article{bb159525,
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#TT155389"}
@article{bb159526,
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#TT155390"}
@article{bb159527,
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#TT155391"}
@inproceedings{bb159528,
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#TT155392"}
@article{bb159529,
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#TT155393"}
@article{bb159530,
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#TT155394"}
@inproceedings{bb159531,
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#TT155395"}
@article{bb159532,
AUTHOR = "Pu, Y.F. and Han, Y.Z. and Wang, Y.L. and Feng, J.L. and Deng, C. and Huang, G.",
TITLE = "Fine-Grained Recognition With Learnable Semantic Data Augmentation",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "3130-3144",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155396"}
@inproceedings{bb159533,
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#TT155397"}
@article{bb159534,
AUTHOR = "Liu, Y. and Xue, J.H. and Li, D.X. and Zhang, W.D. and Chiew, T.K. and Xu, Z.J.",
TITLE = "Image recognition based on lightweight convolutional neural network:
Recent advances",
JOURNAL = IVC,
VOLUME = "146",
YEAR = "2024",
PAGES = "105037",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155398"}
@article{bb159535,
AUTHOR = "Zhang, H. and Dun, Y.J. and Pei, Y.X. and Lai, S. and Liu, C.X. and Zhang, K. and Qian, X.M.",
TITLE = "HF-HRNet: A Simple Hardware Friendly High-Resolution Network",
JOURNAL = CirSysVideo,
VOLUME = "34",
YEAR = "2024",
NUMBER = "8",
MONTH = "August",
PAGES = "7699-7711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155399"}
@article{bb159536,
AUTHOR = "Wang, S. and Feng, K. and Li, C.S. and Yuan, Y. and Wang, G.R.",
TITLE = "Learning to Generate Parameters of ConvNets for Unseen Image Data",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5577-5592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155400"}
@article{bb159537,
AUTHOR = "Wang, S. and Li, C.S. and Yan, Z. and Liang, W.J. and Yuan, Y. and Wang, G.R.",
TITLE = "HAda: Hyper-Adaptive Parameter-Efficient Learning for Multi-View
ConvNets",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "85-99",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155401"}
@article{bb159538,
AUTHOR = "Xie, X.Y. and Lin, Z.J. and Toh, K.C. and Zhou, P.",
TITLE = "LoCo: Low-Bit Communication Adaptor for Large-Scale Model Training",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "4285-4298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155402"}
@article{bb159539,
AUTHOR = "Wan, Q. and Huang, Z.L. and Lu, J.C. and Yu, G. and Zhang, L.",
TITLE = "SeaFormer++: Squeeze-Enhanced Axial Transformer for Mobile Visual
Recognition",
JOURNAL = IJCV,
VOLUME = "133",
YEAR = "2025",
NUMBER = "6",
MONTH = "June",
PAGES = "3645-3666",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155403"}
@article{bb159540,
AUTHOR = "Xu, W. and Wan, Y. and Zhao, W.",
TITLE = "Efficient global-local feature extraction via the Superior Efficient
Transformer",
JOURNAL = JVCIR,
VOLUME = "111",
YEAR = "2025",
PAGES = "104532",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155404"}
@article{bb159541,
AUTHOR = "Feng, X. and Zhong, S. and Wang, Y.L. and Ming, D.",
TITLE = "STFormer: An efficient visual Transformer model with sparse attention
and adaptive token aggregation",
JOURNAL = PRL,
VOLUME = "196",
YEAR = "2025",
PAGES = "24-30",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155405"}
@article{bb159542,
AUTHOR = "Joo, W. and Kim, D.J. and Shin, S. and Moon, I.C.",
TITLE = "Generalized Gumbel-Softmax gradient estimator for generic discrete
random variables",
JOURNAL = PRL,
VOLUME = "196",
YEAR = "2025",
PAGES = "148-155",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155406"}
@article{bb159543,
AUTHOR = "Fan, F.L. and Dong, H.C. and Wu, Z.M. and Ruan, L. and Zeng, T.Y. and Cui, Y.M. and Liao, J.X.",
TITLE = "One Neuron Saved is One Neuron Earned: On Parametric Efficiency of
Quadratic Networks",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "9702-9717",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155407"}
@article{bb159544,
AUTHOR = "Zhang, J.N. and Hu, T. and He, H.Y. and Xue, Z.C. and Wang, Y.B. and Wang, C.J. and Liu, Y. and Li, X.T. and Tao, D.C.",
TITLE = "EMOv2: Pushing 5M Vision Model Frontier",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "11",
MONTH = "November",
PAGES = "10560-10576",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155408"}
@inproceedings{bb159545,
AUTHOR = "Zhang, Y. and Duan, Z.H. and Huang, Y.N. and Zhu, F.Q.",
TITLE = "Low-Rank Adaptation of Pre-Trained Vision Backbones for
Energy-Efficient Image Coding For Machines",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "1163-1168",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155409"}
@article{bb159546,
AUTHOR = "Akhtar, M. and Kumari, A. and Sajid, M. and Quadir, A. and Arshad, M. and Suganthan, P.N. and Tanveer, M.",
TITLE = "Towards robust and inversion-free randomized neural networks: The
XG-RVFL framework",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112711",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155410"}
@article{bb159547,
AUTHOR = "Park, Y. and Lee, J.W. and Lee, S.",
TITLE = "Designing Extremely Memory-Efficient CNNs for On-device Vision and
Audio Tasks",
JOURNAL = IJCV,
VOLUME = "134",
YEAR = "2026",
NUMBER = "1",
MONTH = "January",
PAGES = "91",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155411"}
@inproceedings{bb159548,
AUTHOR = "Lee, J.W. and Park, Y. and Lee, S.",
TITLE = "Designing Extremely Memory-efficient CNNs for On-device Vision Tasks",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 419-435",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155412"}
@inproceedings{bb159549,
AUTHOR = "Koyun, O.C. and Eroglu, K.I. and Toreyin, B.U.",
TITLE = "Splitter: Faster Inference through Channel Partitioning and Feature
Fusion",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2229-2234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155413"}
@inproceedings{bb159550,
AUTHOR = "Kaushik, P. and Vaidya, A. and Chaudhari, S. and Yuille, A.L.",
TITLE = "EigenLoRAx: Recycling Adapters to Find Principal Subspaces for
Resource-Efficient Adaptation and Inference",
BOOKTITLE = "FaDE-TCV25",
YEAR = "2025",
PAGES = "649-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155414"}
@inproceedings{bb159551,
AUTHOR = "Sampath, S.B. and Fernando, J.A. and Thoma, M. and Fasfous, N. and Frickenstein, L. and Mori, P. and Vemparala, M.R. and Frickenstein, A. and Schlichtmann, U. and Stechele, W.",
TITLE = "RepFC: Universal Structural Reparametrization Block for High
Performance, Lightweight Deep Neural Networks",
BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1849-1857",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155415"}
@inproceedings{bb159552,
AUTHOR = "Li, J. and Wang, C. and Sheikh, H.R. and Lee, S.J.",
TITLE = "CDVS: Compressed Domain On Device Memory Efficient 8K Video SlowMo",
BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1938-1944",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155416"}
@inproceedings{bb159553,
AUTHOR = "Phan Nguyen, H.P. and Dao, A. and Nguyen, T.H. and Quang, T. and Tran, H.L. and Nguyen Nhu, T.A. and Pham, H.T. and Nguyen, Q. and Le, H.M. and Dinh, Q.V.",
TITLE = "Cycle Training with Semi-Supervised Domain Adaptation: Bridging
Accuracy and Efficiency for Real-Time Mobile Scene Detection",
BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1879-1888",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155417"}
@inproceedings{bb159554,
AUTHOR = "Ignatov, A. and Perevozchikov, G. and Timofte, R. and Li, C. and Liu, L. and Cao, J. and Sun, H. and Pan, W. and Wang, S. and Yu, K.Q. and Liu, S. and He, H.Q. and Dong, Z.H. and Chen, J.K. and Hao, D.J. and Yu, K.Q. and Wang, T.N. and Zhou, X.Q. and Zhang, D. and Lei, C.X. and Chen, J. and Hao, D.J. and He, J.G. and Yan, H.L. and Li, A. and Zhang, X.T. and Liu, Z. and Zhu, C. and Zhang, L. and Arhire, A. and Liu, S. and Seo, J. and Dong, Z.H. and Chen, J. and Xie, F. and Fang, X.Z. and Wu, C. and Wang, Z.S. and Zhang, P.B. and Huang, J.",
TITLE = "Learned Smartphone ISP on Mobile GPUs, Mobile AI 2025 Challenge:
Report",
BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1925-1937",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155418"}
@inproceedings{bb159555,
AUTHOR = "Zhu, Z. and Akkaya, I.B. and Waeijen, L. and Bondarev, E. and Pourtaherian, A. and Moreira, O.",
TITLE = "MEET: Towards Memory-Efficient Temporal Sparse Deep Neural Networks",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "29309-29320",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155419"}
@inproceedings{bb159556,
AUTHOR = "Biswas, K. and Reza, A. and Karri, M. and Jha, D. and Pan, H.Y. and Tomar, N. and Subedi, A. and Regmi, S. and Bagci, U.",
TITLE = "Optimizing Neural Network Effectiveness via Non-monotonicity
Refinement",
BOOKTITLE = WACV25,
YEAR = "2025",
PAGES = "4300-4309",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155420"}
@inproceedings{bb159557,
AUTHOR = "Annavajjala, A. and Khare, A. and Agrawal, A. and Fedorov, I. and Latapie, H. and Lee, M.J. and Tumanov, A.",
TITLE = "DePS: Delayed-espilon-shrinking for Faster Once-for-all Training",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXIX: 315-331",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155421"}
@inproceedings{bb159558,
AUTHOR = "Grishina, E. and Gorbunov, M. and Rakhuba, M.",
TITLE = "Tight and Efficient Upper Bound on Spectral Norm of Convolutional
Layers",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXIX: 19-34",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155422"}
@inproceedings{bb159559,
AUTHOR = "Saratchandran, H. and Wang, T.X. and Lucey, S.",
TITLE = "Weight Conditioning for Smooth Optimization of Neural Networks",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXXV: 310-325",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155423"}
@inproceedings{bb159560,
AUTHOR = "Lee, D.H. and Lee, Y. and Lee, J.W. and Yoon, H.",
TITLE = "Frugal 3d Point Cloud Model Training via Progressive Near Point
Filtering and Fused Aggregation",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 19-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155424"}
@inproceedings{bb159561,
AUTHOR = "Oh, S. and Ryu, J.B.",
TITLE = "Neural Substitution for Branch-level Network Re-parameterization",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 104-120",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155425"}
@inproceedings{bb159562,
AUTHOR = "Cakaj, R. and Mehnert, J. and Yang, B.",
TITLE = "CNN Mixture-of-depths",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VII: 148-166",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155426"}
@inproceedings{bb159563,
AUTHOR = "Park, M. and Woo, S. and Kim, E.T.",
TITLE = "Decomposition of Neural Discrete Representations for Large-scale 3d
Mapping",
BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXXII: 360-376",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155427"}
@inproceedings{bb159564,
AUTHOR = "Fein Ashley, J. and Wickramasinghe, S. and Zhang, B. and Kannan, R. and Prasanna, V.",
TITLE = "A Single Graph Convolution is All You Need: Efficient Grayscale Image
Classification",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "849-855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155428"}
@inproceedings{bb159565,
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#TT155429"}
@inproceedings{bb159566,
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#TT155430"}
@inproceedings{bb159567,
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#TT155431"}
@inproceedings{bb159568,
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#TT155432"}
@inproceedings{bb159569,
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#TT155433"}
@inproceedings{bb159570,
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#TT155434"}
@inproceedings{bb159571,
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#TT155435"}
@inproceedings{bb159572,
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#TT155436"}
@inproceedings{bb159573,
AUTHOR = "Zhang, J.N. and Li, X.T. and Li, J. and Liu, L. and Xue, Z.C. and Zhang, B.S. and Jiang, Z.K. and Huang, T.X. and Wang, Y.B. 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#TT155437"}
@inproceedings{bb159574,
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#TT155438"}
@inproceedings{bb159575,
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#TT155439"}
@inproceedings{bb159576,
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#TT155440"}
@inproceedings{bb159577,
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#TT155441"}
@inproceedings{bb159578,
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#TT155442"}
@inproceedings{bb159579,
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#TT155443"}
@inproceedings{bb159580,
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#TT155444"}
@inproceedings{bb159581,
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#TT155445"}
@inproceedings{bb159582,
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#TT155446"}
@inproceedings{bb159583,
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#TT155447"}
@inproceedings{bb159584,
AUTHOR = "Liang, Z.W. and Zhou, Y.Z.",
TITLE = "Dispense Mode for Inference to Accelerate Branchynet",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "1246-1250",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155448"}
@inproceedings{bb159585,
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#TT155449"}
@inproceedings{bb159586,
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#TT155450"}
@inproceedings{bb159587,
AUTHOR = "Kwan, H.M. and Song, S.H.",
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#TT155451"}
@inproceedings{bb159588,
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#TT155452"}
@inproceedings{bb159589,
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#TT155453"}
@inproceedings{bb159590,
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#TT155454"}
@inproceedings{bb159591,
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#TT155455"}
@inproceedings{bb159592,
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#TT155456"}
@inproceedings{bb159593,
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#TT155457"}
@inproceedings{bb159594,
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#TT155458"}
@inproceedings{bb159595,
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#TT155459"}
@inproceedings{bb159596,
AUTHOR = "Chen, J.R. and He, T.L. and Zhuo, W.P. and Ma, L. and Ha, S.T. 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#TT155460"}
@inproceedings{bb159597,
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#TT155461"}
@inproceedings{bb159598,
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#TT155462"}
@inproceedings{bb159599,
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#TT155463"}
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