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MCUNetV2 2021-NIPS-MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning 来源：ChenBong博客园 Institute：MIT Author：Ji Lin, Han Cai, Song H
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posted @ 2022-07-09 11:38
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AdaDSR 2020-ECCV-Deep Adaptive Inference Networks for Single Image Super-Resolution 来源：ChenBong博客园 Institute：HIT, POLYU HK Author：Ming Liu, Wangmeng Z
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posted @ 2022-07-09 11:36
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CDRP 2018-CVPR spotlight-Interpret Neural Networks by Identifying Critical Data Routing Paths 来源: ChenBong博客园 2020-TIP-Interpret Neural Networks by Ex
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posted @ 2022-07-09 11:33
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ClassSR 2021-CVPR-ClassSR: A General Framework to Accelerate Super-Resolution Networks by Data Characteristic 来源：ChenBong 博客园 Institute：Shenzhen Insti
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posted @ 2021-09-26 16:57
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BN-NAS 2021-ICCV-BN-NAS: Neural Architecture Search with Batch Normalization 来源：ChenBong 博客园 Institute：The University of Sydney, BAIDU USA LLC, Univer
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posted @ 2021-09-18 16:56
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What Do Compressed Deep Neural Networks Forget? 2021-arxiv-What Do Compressed Deep Neural Networks Forget? 来源：ChenBong 博客园 Institute：Google && MILA Au
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posted @ 2021-09-14 19:02
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Joslim 2021-ECML-Joslim: Joint Widths and Weights Optimization for Slimmable Neural Networks 来源：ChenBong 博客园 Institute：CMU, FAIR, University of Texas
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posted @ 2021-08-01 18:50
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Dynamic-OFA 2021-CVPRw-Dynamic-OFA: Runtime DNN Architecture Switching for Performance Scaling on Heterogeneous Embedded Platforms 来源：ChenBong 博客园 Ins
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posted @ 2021-07-25 16:48
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AutoAugment: Learning Augmentation Strategies from Data 2019-CVPR-AutoAugment: Learning Augmentation Strategies from Data 来源：ChenBong 博客园 Institute：Go
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posted @ 2021-07-18 17:11
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Few-shot Neural Architecture Search 2021-ICMLo-Few-shot Neural Architecture Search 来源：ChenBong 博客园 Institute：Worcester Polytechnic Institute(伍斯特理工学院),
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posted @ 2021-07-11 22:49
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CompConv 2021-CVPRw-CompConv: A Compact Convolution Module for Efficient Feature Learning 来源：ChenBong 博客园 Institute：Zhejiang University, The Chinese U
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posted @ 2021-07-06 12:48
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InstaNAS 2020-AAAI-InstaNAS: Instance-aware Neural Architecture Search 来源：ChenBong 博客园 Institute：National Tsing-Hua University, Google Research Author
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posted @ 2021-07-03 12:47
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Three-Freedom NAS 2020-ECCV-TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search 来源：ChenBong 博客园
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posted @ 2021-06-20 22:45
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DRNet 2021-Arxiv-Dynamic Resolution Network (06.05) 来源: ChenBong 博客园 Institute：Zhejiang University, Huawei Noah’s Ark Lab Author：Mingjian Zhu, Yunhe W
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posted @ 2021-06-16 11:13
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ChamNet 2019-CVPR-ChamNet: Towards Efficient Network Design through Platform-Aware Model Adaptation 来源: ChenBong 博客园 Institute：Princeton, Facebook, UC
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posted @ 2021-06-16 11:11
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How Does Supernet Help in Neural Architecture Search? 2021-ICLRw-How Does Supernet Help in Neural Architecture Search? 来源: ChenBong 博客园 Institute：MSRA
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posted @ 2021-06-16 11:10
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Non-uniform DNN Structured Subnets Sampling for Dynamic Inference 2020-DAC-Non-uniform DNN Structured Subnets Sampling for Dynamic Inference 2020 57th
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posted @ 2021-06-04 10:37
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Deeper Insights into Weight Sharing in NAS 2020-ArXiv-Deeper Insights into Weight Sharing in Neural Architecture Search 来源: Chenbong 博客园 Institute：MSR
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posted @ 2021-06-04 10:35
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NAS evaluation is frustratingly hard 2020-ICLR-NAS evaluation is frustratingly hard 来源：ChenBong 博客园 Institute：Ecole´ Polytechnique, Huawei Noah’s Ark
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posted @ 2021-05-23 14:41
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NeuralScale 2020-CVPR-NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks 来源: ChenBong 博客园 Institute：National Chia
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posted @ 2021-05-23 14:40
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AWN 2020-CVPRw-Any-Width Networks 来源：ChenBong 博客园 Institute：University of North Carolina at Chapel Hill Author：Thanh Vu, Marc Eder, True Price, Jan-Mi
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posted @ 2021-05-17 10:50
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PareCO 2020-ICMLw-PareCO: Pareto-aware Channel Optimization for Slimmable Neural Networks This paper has been accepted at various non-archival worksho
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posted @ 2021-05-17 10:48
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Fast Scaling 2021-CVPR-Fast and Accurate Model Scaling 来源: ChenBong 博客园 Institute：Facebook AI Research (FAIR) Author：Piotr Dollar Mannat Singh Ross Gi
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posted @ 2021-04-25 21:17
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DyNet 2020-arxiv-DyNet Dynamic Convolution for Accelerating Convolutional Neural Networks 来源: ChenBong 博客园 Institute：huawei Author：Yikang Zhang, Qiang
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posted @ 2021-04-20 19:50
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CompOFA 2021-ICLR-CompOFA Compound Once-For-All Networks For Faster Multi-Platform Deployment 来源: ChenBong 博客园 Institute：Georgia Institute of Technolo
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posted @ 2021-04-19 13:16
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NAT 2021-TPAMI-Neural Architecture Transfer 来源: Chenbong 博客园 Institute：Southern University of Science and Technology，Michigan State University Author：
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posted @ 2021-04-09 12:59
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CBAM 2018-ECCV-CBAM: Convolutional block attention module 来源: ChenBong 博客园 Institute：KAIST，Lunit，Adobe Author：Sanghyun Woo， Jongchan Park， Joon-Young
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posted @ 2021-04-02 10:07
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CafeNet 2021-ICLR-Locally Free Weight Sharing for Network Width Search 来源：ChenBong 博客园 Institute：University of Sydney，SenseTime，THU Author：Xiu Su，Shan
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posted @ 2021-03-28 20:34
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ManiDP 2021-CVPR-Manifold Regularized Dynamic Network Pruning 来源：ChenBong 博客园 Institute：PKU，Huawei Noah Author：Yehui Tang，Yunhe Wang GitHub：/ Citation
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posted @ 2021-03-22 20:47
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AttentiveNAS 2021-CVPR-AttentiveNAS Improving Neural Architecture Search via Attentive Sampling 来源：ChenBong 博客园 Institute：Facebook，University of Texas
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posted @ 2021-03-21 20:48
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SCAN 2019-NIPS-SCAN: A Scalable Neural Networks Framework Towards Compact and Efficient Models 来源：ChenBong 博客园 Institute：Tsinghua Author：Linfeng Zhang
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posted @ 2021-03-16 20:56
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AKD 2020-CVPR-Search to Distill Pearls are Everywhere but not the Eyes 来源：ChenBong 博客园 Institute：Google AI，Google Brain，CUHK Author：Yu Liu，Xuhui Jia，M
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posted @ 2021-03-16 20:55
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Dynamic Convolution 2020-CVPR-Dynamic Convolution Attention over Convolution Kernels 来源：ChenBong 博客园 Institute：Microsoft Author：Yinpeng Chen，Xiyang Da
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posted @ 2021-03-03 20:32
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DNA 2020-CVPR-Blockwisely Supervised Neural Architecture Search with Knowledge Distillation 来源：ChenBong 博客园 Institute：DarkMatter AI Research，Monash Un
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posted @ 2021-03-03 20:30
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Stochastic Downsampling 2018-CVPR-Stochastic Downsampling for Cost-Adjustable Inference and Improved Regularization in Convolutional Networks 来源：ChenB
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posted @ 2021-02-23 20:38
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GreedyNAS 2020-CVPR-GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet 来源：ChenBong 博客园 Institute：Sensetime，Tsinghua，Huazhong University Author：
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posted @ 2021-02-23 20:35
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WeightNet 2020-ECCV-WeightNet: Revisiting the Design Space of Weight Networks 来源：ChenBong 博客园 Institute：HKUST，MEGVII Author：Ningning Ma，Xiangyu Zhang，
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posted @ 2021-02-21 17:46
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Cream of the Crop 2020-NIPS-Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search 来源：ChenBong 博客园 Institute：MSRA，CUH
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posted @ 2021-02-09 12:11
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CondConv 2019-NIPS-CondConv: Conditionally Parameterized Convolutions for Efficient Inference 来源：ChenBong 博客园 Institute：Google Brain Author：Brandon Ya
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posted @ 2021-02-09 12:10
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BigNAS 2020-ECCV-BigNAS Scaling Up Neural Architecture Search with Big Single-Stage Models 来源：ChenBong 博客园 Institute：Google Brain Author：Jiahui Yu Git
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posted @ 2021-01-31 20:42
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