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TITLE = "Ensemble Learning Approaches Based on Covariance Pooling of CNN
Features for High Resolution Remote Sensing Scene Classification",
JOURNAL = RS,
VOLUME = "12",
YEAR = "2020",
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PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153965"}
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TITLE = "Graph-based reasoning attention pooling with curriculum design for
content-based image retrieval",
JOURNAL = IVC,
VOLUME = "115",
YEAR = "2021",
PAGES = "104289",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153966"}
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AUTHOR = "Gao, H.Y. and Liu, Y. and Ji, S.W.",
TITLE = "Topology-Aware Graph Pooling Networks",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "12",
MONTH = "December",
PAGES = "4512-4518",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153967"}
@article{bb158103,
AUTHOR = "Gao, Z.T. and Wang, L.M. and Wu, G.S.",
TITLE = "LIP: Local Importance-Based Pooling",
JOURNAL = IJCV,
VOLUME = "131",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153968"}
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AUTHOR = "Wu, G.S. and Wang, L.M. and Gao, Z.T.",
TITLE = "LIP: Local Importance-Based Pooling",
BOOKTITLE = ICCV19,
YEAR = "2019",
PAGES = "3354-3363",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153968"}
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AUTHOR = "Xu, S. and Muselet, D. and Tremeau, A. and Jiao, L.C.",
TITLE = "Improved Bilinear Pooling With Pseudo Square-Rooted Matrix",
JOURNAL = SPLetters,
VOLUME = "30",
YEAR = "2023",
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AUTHOR = "Bayraktar, E. and Yigit, C.B.",
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JOURNAL = PR,
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AUTHOR = "Shibata, T. and Tanaka, M. and Okutomi, M.",
TITLE = "Robustizing Object Detection Networks Using Augmented Feature Pooling",
BOOKTITLE = ACCV22,
YEAR = "2022",
PAGES = "V:89-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153971"}
@inproceedings{bb158108,
AUTHOR = "Chen, F. and Datta, G. and Kundu, S. and Beerel, P.A.",
TITLE = "Self-Attentive Pooling for Efficient Deep Learning",
BOOKTITLE = WACV23,
YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652poo2.html#TT153972"}
@inproceedings{bb158109,
AUTHOR = "Liu, Y. and Cui, L.X. and Wang, Y. and Bai, L.",
TITLE = "ABDPool: Attention-based Differentiable Pooling",
BOOKTITLE = "ICPR22",
YEAR = "2022",
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AUTHOR = "Akodad, S. and Bombrun, L. and Puscasu, M. and Xia, J.S. and Germain, C. and Berthoumieu, Y.",
TITLE = "Deep Ensemble Learning Model Based on Covariance Pooling of
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BOOKTITLE = ICIP22,
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AUTHOR = "Chen, J.J. and Kakillioglu, B. and Ren, H.T. and Velipasalar, S.",
TITLE = "Why Discard if You can Recycle?: A Recycling Max Pooling Module for
3D Point Cloud Analysis",
BOOKTITLE = CVPR22,
YEAR = "2022",
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BOOKTITLE = CVPR22,
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AUTHOR = "Stergiou, A. and Poppe, R. and Kalliatakis, G.",
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BOOKTITLE = ICCV21,
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AUTHOR = "Chen, J.C. and Hu, H.X. and Wu, H. and Jiang, Y.N. and Wang, C.H.",
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BOOKTITLE = CVPR21,
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@inproceedings{bb158115,
AUTHOR = "Hssayni, E.H. and Ettaouil, M.",
TITLE = "A Novel Pooling Method for Regularization of Deep Neural networks",
BOOKTITLE = ISCV20,
YEAR = "2020",
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AUTHOR = "Douillard, A. and Cord, M. and Ollion, C. and Robert, T. and Valle, E.",
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BOOKTITLE = ECCV20,
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AUTHOR = "Chen, Z. and Zhang, J. and Ding, R. and Marculescu, D.",
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AUTHOR = "Huang, J. and Li, Z. and Li, N. and Liu, S. and Li, G.",
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AUTHOR = "Gao, Z.L. and Xie, J.T. and Wang, Q.L. and Li, P.H.",
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AUTHOR = "Xu, Y. and Nakayama, H.",
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AUTHOR = "Hu, G. and Dixit, C. and Luong, D. and Gao, Q. and Cheng, L.",
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AUTHOR = "Saeedan, F. and Weber, N. and Goesele, M. and Roth, S.",
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AUTHOR = "Ryu, J.B. and Yang, M.H. and Lim, J.W.",
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@article{bb158150,
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A Deep Learning Approach",
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AUTHOR = "Xu, T.B. and Yang, P.P. and Zhang, X.Y. and Liu, C.L.",
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JOURNAL = PR,
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AUTHOR = "Brillet, L.F. and Mancini, S. and Cleyet Merle, S. and Nicolas, M.",
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AUTHOR = "Zhang, L. and Bu, X.K. and Li, B.",
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YEAR = "2020",
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@article{bb158157,
AUTHOR = "Lobel, H. and Vidal, R. and Soto, A.",
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JOURNAL = CVIU,
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@article{bb158159,
AUTHOR = "Browne, D. and Giering, M. and Prestwich, S.",
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JOURNAL = IJGI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154026"}
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AUTHOR = "Kalayeh, M.M. and Shah, M.",
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JOURNAL = PAMI,
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AUTHOR = "Ma, W.C. and Wu, Y.W. and Cen, F. and Wang, G.H.",
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JOURNAL = PR,
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JOURNAL = PRL,
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AUTHOR = "Ma, W.C. and Wu, Y.W. and Wang, Z. and Wang, G.H.",
TITLE = "MDCN: Multi-Scale, Deep Inception Convolutional Neural Networks for
Efficient Object Detection",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "2510-2515",
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@inproceedings{bb158167,
AUTHOR = "Lelekas, I. and Tomen, N. and Pintea, S.L. and van Gemert, J.C.",
TITLE = "Top-Down Networks: A coarse-to-fine reimagination of CNNs",
BOOKTITLE = DeepVision20,
YEAR = "2020",
PAGES = "3244-3253",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154031"}
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AUTHOR = "Ma, L.H. and Fan, H.Y. and Lu, Z.M. and Tian, D.",
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JOURNAL = IET-IPR,
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AUTHOR = "Jiang, Y.G. and Cheng, C.M. and Lin, H.Y. and Fu, Y.W.",
TITLE = "Learning Layer-Skippable Inference Network",
JOURNAL = IP,
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YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154033"}
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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,
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YEAR = "2021",
PAGES = "107608",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154034"}
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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,
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154036"}
@article{bb158173,
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#TT154037"}
@article{bb158174,
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,
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YEAR = "2021",
NUMBER = "7",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154038"}
@article{bb158175,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154039"}
@article{bb158176,
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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154040"}
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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",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154041"}
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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,
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YEAR = "2023",
NUMBER = "7",
MONTH = "July",
PAGES = "8311-8323",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154042"}
@inproceedings{bb158179,
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#TT154043"}
@article{bb158180,
AUTHOR = "Jie, Z.Q. and Sun, P. and Li, X. and Feng, J.S. and Liu, W.",
TITLE = "Anytime Recognition with Routing Convolutional Networks",
JOURNAL = PAMI,
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MONTH = "June",
PAGES = "1875-1886",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154044"}
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AUTHOR = "Kocanaogullari, A. and Smedemark Margulies, N. and Akcakaya, M. and Erdogmus, D.",
TITLE = "Geometric Analysis of Uncertainty Sampling for Dense Neural Network
Layer",
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AUTHOR = "Paoletti, M.E. and Haut, J.M. and Tao, X. and Plaza, J. and Plaza, A.",
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Hyperspectral Image Classification",
JOURNAL = GeoRS,
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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#TT154047"}
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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,
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YEAR = "2021",
NUMBER = "8",
MONTH = "August",
PAGES = "2570-2581",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154048"}
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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",
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NUMBER = "5",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154049"}
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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",
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YEAR = "2021",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154050"}
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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,
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YEAR = "2021",
PAGES = "103294",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154051"}
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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",
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YEAR = "2021",
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AUTHOR = "Mehta, S. and Hajishirzi, H. and Rastegari, M.",
TITLE = "DiCENet: Dimension-Wise Convolutions for Efficient Networks",
JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154054"}
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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",
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YEAR = "2019",
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AUTHOR = "Han, K. and Wang, Y.H. and Xu, C. and Guo, J.Y. and Xu, C.J. and Wu, E. and Tian, Q.",
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AUTHOR = "Schonsheck, S.C. and Dong, B. and Lai, R.J.",
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Deformable Convolutional Networks on Manifold-Structured Data",
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AUTHOR = "Han, K. and Wang, Y.H. and Xu, C. and Xu, C.J. and Wu, E. and Tao, D.C.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154058"}
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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.",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154059"}
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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.",
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YEAR = "2023",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern652eff1.html#TT154060"}
@inproceedings{bb158197,
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#TT154061"}
@article{bb158198,
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#TT154062"}
@article{bb158199,
AUTHOR = "Wu, Y.M. and Li, R.X. and Yu, Y.L. and Li, X.",
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JOURNAL = PRL,
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