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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#TT155164"}
@article{bb159301,
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#TT155165"}
@article{bb159302,
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#TT155166"}
@article{bb159303,
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#TT155167"}
@article{bb159304,
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#TT155168"}
@article{bb159305,
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#TT155169"}
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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#TT155170"}
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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#TT155171"}
@inproceedings{bb159308,
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#TT155172"}
@article{bb159309,
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
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JOURNAL = PR,
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YEAR = "2026",
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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#TT155174"}
@inproceedings{bb159311,
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#TT155175"}
@inproceedings{bb159312,
AUTHOR = "Koyun, O.C. and Eroglu, K.I. and Toreyin, B.U.",
TITLE = "Splitter: Faster Inference through Channel Partitioning and Feature
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BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "2229-2234",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155176"}
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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#TT155177"}
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BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1849-1857",
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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#TT155179"}
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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
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BOOKTITLE = MobileAI25,
YEAR = "2025",
PAGES = "1879-1888",
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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#TT155181"}
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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#TT155182"}
@inproceedings{bb159319,
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",
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@inproceedings{bb159320,
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#TT155184"}
@inproceedings{bb159321,
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",
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@inproceedings{bb159322,
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",
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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
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BOOKTITLE = ECCV24,
YEAR = "2024",
PAGES = "LXVI: 19-35",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155187"}
@inproceedings{bb159324,
AUTHOR = "Oh, S. and Ryu, J.B.",
TITLE = "Neural Substitution for Branch-level Network Re-parameterization",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VIII: 104-120",
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@inproceedings{bb159325,
AUTHOR = "Cakaj, R. and Mehnert, J. and Yang, B.",
TITLE = "CNN Mixture-of-depths",
BOOKTITLE = ACCV24,
YEAR = "2024",
PAGES = "VII: 148-166",
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@inproceedings{bb159326,
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",
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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
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BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "849-855",
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TITLE = "CATS: Combined Activation and Temporal Suppression for Efficient
Network Inference",
BOOKTITLE = WACV24,
YEAR = "2024",
PAGES = "8151-8160",
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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",
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YEAR = "2024",
PAGES = "635-643",
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@inproceedings{bb159330,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155194"}
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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#TT155195"}
@inproceedings{bb159332,
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#TT155196"}
@inproceedings{bb159333,
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#TT155197"}
@inproceedings{bb159334,
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",
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@inproceedings{bb159335,
AUTHOR = "Ancilotto, A. and Paissan, F. and Farella, E.",
TITLE = "XiNet: Efficient Neural Networks for tinyML",
BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "16922-16931",
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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.",
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BOOKTITLE = ICCV23,
YEAR = "2023",
PAGES = "1389-1400",
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@inproceedings{bb159337,
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#TT155201"}
@inproceedings{bb159338,
AUTHOR = "Polina, K. and Ekaterina, R. and Anastasia, Y. and Andrei, S. and Leonid, K. and Riccardo, F. and Aleksei, I.",
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Early Exits",
BOOKTITLE = CVPR23,
YEAR = "2023",
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@inproceedings{bb159339,
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",
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@inproceedings{bb159340,
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",
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@inproceedings{bb159341,
AUTHOR = "Bertrand, T. and Makaroff, N. and Cohen, L.D.",
TITLE = "Fast Marching Energy CNN",
BOOKTITLE = SSVM23,
YEAR = "2023",
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@inproceedings{bb159342,
AUTHOR = "Cannella, C. and Tarokh, V.",
TITLE = "Semi-Empirical Objective Functions for MCMC Proposal Optimization",
BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "4758-4764",
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@inproceedings{bb159343,
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",
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@inproceedings{bb159344,
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#TT155208"}
@inproceedings{bb159345,
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",
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@inproceedings{bb159346,
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:
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BOOKTITLE = "ICPR22",
YEAR = "2022",
PAGES = "677-684",
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@inproceedings{bb159347,
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TITLE = "Dispense Mode for Inference to Accelerate Branchynet",
BOOKTITLE = ICIP22,
YEAR = "2022",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155211"}
@inproceedings{bb159348,
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",
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@inproceedings{bb159349,
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",
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@inproceedings{bb159350,
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#TT155214"}
@inproceedings{bb159351,
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",
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@inproceedings{bb159352,
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",
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@inproceedings{bb159353,
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,
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PAGES = "XII:137-156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155217"}
@inproceedings{bb159354,
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#TT155218"}
@inproceedings{bb159355,
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",
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@inproceedings{bb159356,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT155220"}
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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#TT155221"}
@inproceedings{bb159358,
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#TT155222"}
@inproceedings{bb159359,
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#TT155223"}
@inproceedings{bb159360,
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#TT155224"}
@inproceedings{bb159361,
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#TT155225"}
@inproceedings{bb159362,
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#TT155226"}
@inproceedings{bb159363,
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#TT155227"}
@inproceedings{bb159364,
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#TT155228"}
@inproceedings{bb159365,
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#TT155229"}
@inproceedings{bb159366,
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#TT155230"}
@inproceedings{bb159367,
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#TT155231"}
@inproceedings{bb159368,
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#TT155232"}
@inproceedings{bb159369,
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#TT155233"}
@inproceedings{bb159370,
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#TT155234"}
@inproceedings{bb159371,
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#TT155235"}
@inproceedings{bb159372,
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#TT155236"}
@inproceedings{bb159373,
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#TT155237"}
@inproceedings{bb159374,
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#TT155238"}
@inproceedings{bb159375,
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#TT155239"}
@inproceedings{bb159376,
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#TT155240"}
@inproceedings{bb159377,
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#TT155241"}
@inproceedings{bb159378,
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#TT155242"}
@inproceedings{bb159379,
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#TT155243"}
@inproceedings{bb159380,
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#TT155244"}
@inproceedings{bb159381,
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#TT155245"}
@inproceedings{bb159382,
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#TT155246"}
@inproceedings{bb159383,
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#TT155247"}
@inproceedings{bb159384,
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#TT155248"}
@inproceedings{bb159385,
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#TT155249"}
@inproceedings{bb159386,
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#TT155250"}
@inproceedings{bb159387,
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#TT155251"}
@inproceedings{bb159388,
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#TT155252"}
@inproceedings{bb159389,
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#TT155253"}
@inproceedings{bb159390,
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#TT155254"}
@inproceedings{bb159391,
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#TT155255"}
@inproceedings{bb159392,
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#TT155256"}
@inproceedings{bb159393,
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#TT155257"}
@inproceedings{bb159394,
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#TT155258"}
@inproceedings{bb159395,
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#TT155259"}
@inproceedings{bb159396,
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#TT155260"}
@inproceedings{bb159397,
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#TT155261"}
@inproceedings{bb159398,
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#TT155262"}
@inproceedings{bb159399,
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#TT155263"}
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