2020 - 随笔分类 - ChenBong

【MnasNet】2019-CVPR-MnasNet: Platform-Aware Neural Architecture Search for Mobile-论文阅读

摘要：MnasNet 2019-CVPR-MnasNet: Platform-Aware Neural Architecture Search for Mobile 来源：ChenBong 博客园 Institute：Google Brain、Google Author：Mingxing Tan、Quoc 阅读全文

posted @ 2020-12-14 14:40 ChenBong 阅读(249) 评论(0) 推荐(0)

【DLT】2019-NIPS-Deconstructing Lottery Tickets Zeros, Signs, and the Supermask-论文阅读

摘要：DLT 2019-NIPS-Deconstructing Lottery Tickets Zeros, Signs, and the Supermask 来源：ChenBong 博客园 Institute：Uber AI Author：Hattie Zhou、Janice Lan、Rosanne L 阅读全文

posted @ 2020-12-11 10:17 ChenBong 阅读(549) 评论(0) 推荐(0)

【FSC】2020-CVPR-Fast Sparse ConvNets-论文阅读

摘要：FSC 2020-CVPR-Fast Sparse ConvNets 来源：ChenBong 博客园 Institute：DeepMind，Google Author：Erich Elsen，Marat Dukhan，Trevor Gale GitHub：https://github.com/goo 阅读全文

posted @ 2020-12-06 14:18 ChenBong 阅读(1109) 评论(0) 推荐(0)

【APQ】2020-CVPR-APQ Joint Search for Network Architecture Pruning and Quantization Policy-论文阅读

摘要：APQ 2020-CVPR-APQ Joint Search for Network Architecture Pruning and Quantization Policy 来源：ChenBong 博客园 Institute：SJTU，MIT Author：Tianzhe Wang，Han Son 阅读全文

posted @ 2020-12-01 21:10 ChenBong 阅读(830) 评论(0) 推荐(0)

【Randomly Wired NN】2019-ICCV-Exploring Randomly Wired Neural Networks for Image Recognition-论文阅读

摘要：Randomly Wired NN 2019-ICCV-Exploring Randomly Wired Neural Networks for Image Recognition 来源：ChenBong 博客园 Institute：FAIR Author：Saining Xie，Alexander 阅读全文

posted @ 2020-12-01 21:09 ChenBong 阅读(463) 评论(0) 推荐(0)

【DAIS】2020-arxiv-DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search-论文阅读

摘要：DAIS: Automatic Channel Pruning via Differentiable Annealing Indicator Search 2020-arxiv-DAIS: Automatic Channel Pruning via Differentiable Annealing 阅读全文

posted @ 2020-11-27 14:41 ChenBong 阅读(364) 评论(0) 推荐(0)

【Neuron Merging】2020-NIPS-Neuron Merging: Compensating for Pruned Neurons-论文阅读

摘要：Neuron Merging: Compensating for Pruned Neurons 2020-NIPS-Neuron Merging: Compensating for Pruned Neurons 来源：ChenBong 博客园 Institute：Korea Institute of 阅读全文

posted @ 2020-11-06 16:02 ChenBong 阅读(496) 评论(0) 推荐(0)

【Generalization-Stability Tradeoff】2020-NIPS-The Generalization-Stability Tradeoff In Neural Network Pruning-论文阅读

摘要：GST 2020-NIPS-The Generalization-Stability Tradeoff In Neural Network Pruning 来源：ChenBong 博客园 Institute：Florida State University、Facebook AI Research 阅读全文

posted @ 2020-10-30 14:31 ChenBong 阅读(399) 评论(0) 推荐(0)

【PENNI】2020-ICML-PENNI: Pruned Kernel Sharing for Efficient CNN Inference-论文阅读

摘要：PENNI 2020-ICML-PENNI: Pruned Kernel Sharing for Efficient CNN Inference 来源：ChenBong 博客园 Institute：Duke University Author：Shiyu Li、Yiran Chen GitHub：h 阅读全文

posted @ 2020-10-22 21:48 ChenBong 阅读(342) 评论(0) 推荐(0)

【BlockSwap】2020-ICLR-BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget-论文阅读

摘要：BlockSwap 2020-ICLR-BlockSwap: Fisher-guided Block Substitution for Network Compression on a Budget 来源: ChenBong 博客园 Institute：University of Edinburgh 阅读全文

posted @ 2020-10-13 20:17 ChenBong 阅读(324) 评论(0) 推荐(0)

【FSNet】2020-ICLR-FSNet Compression of Deep Convolutional Neural Networks by Filter Summary-论文阅读

摘要：2020-ICLR-FSNet Compression of Deep Convolutional Neural Networks by Filter Summary 来源：ChenBong 博客园 Institute：Arizona State University，Microsoft Resea 阅读全文

posted @ 2020-09-30 22:42 ChenBong 阅读(650) 评论(0) 推荐(0)

【FairNAS】2019-arxiv-FairNAS Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search-论文阅读

摘要：FairNAS 2019-arxiv-FairNAS Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search 来源：ChenBong 博客园 Institute：Xiaomi AI Lab Author：阅读全文

posted @ 2020-09-20 20:29 ChenBong 阅读(693) 评论(0) 推荐(0)

【EagleEye】2020-ECCV-EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning-论文阅读

摘要：EagleEye 2020-ECCV-EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning 来源：ChenBong 博客园 Institute：Dark Matter AI Inc.、Sun Yat-sen Un 阅读全文

posted @ 2020-09-16 16:25 ChenBong 阅读(1079) 评论(0) 推荐(0)

【DMC】2020-CVPR-Discrete Model Compression with Resource Constraint for Deep Neural Networks-论文阅读

摘要：DMC 2020-CVPR-Discrete Model Compression with Resource Constraint for Deep Neural Networks 来源：ChenBong 博客园 Institute：University of Pittsburgh、Simon Fr 阅读全文

posted @ 2020-09-08 00:32 ChenBong 阅读(544) 评论(0) 推荐(0)

【RegNet】2020-CVPR-Designing Network Design Spaces-论文阅读

摘要：Designing Network Design Spaces 2020-CVPR-Designing Network Design Spaces 来源：ChenBong 博客园 Institute：FAIR Author：Ilija Radosavovic、Kaiming He GitHub： h 阅读全文

posted @ 2020-09-05 20:23 ChenBong 阅读(1272) 评论(0) 推荐(1)

【DropNet】2020-ICML-DropNet Reducing Neural Network Complexity via Iterative Pruning-论文阅读

摘要：DropNet 2020-ICML-DropNet Reducing Neural Network Complexity via Iterative Pruning 来源：ChenBong 博客园 Institute：NUS Author：John Tan Chong Min，Mehul Motan 阅读全文

posted @ 2020-08-31 18:12 ChenBong 阅读(552) 评论(0) 推荐(0)

【Joint Search-and-Training】2020-IJCAI-Beyond Network Pruning a Joint Search-and-Training Approach-论文阅读

摘要：Joint Search-and-Training 2020-IJCAI-Beyond Network Pruning a Joint Search-and-Training Approach 来源：ChenBong 博客园 Institute：Xidian University Author：Xi 阅读全文

posted @ 2020-08-05 17:45 ChenBong 阅读(330) 评论(0) 推荐(0)

【MSDNet】2018-ICLR-Multi-Scale Dense Networks for Resource Efficient Image Classification-论文阅读

摘要：MSDNet 2018-ICLR-Multi-Scale Dense Networks for Resource Efficient Image Classification 来源：ChenBong 博客园 Institute：Cornell University，Fudan University，阅读全文

posted @ 2020-07-30 16:57 ChenBong 阅读(575) 评论(0) 推荐(0)

【SPOS】2019-arxiv-Single Path One-Shot Neural Architecture Search with Uniform Sampling-论文阅读

摘要：SPOS 2019-arxiv-Single Path One-Shot Neural Architecture Search with Uniform Sampling 来源：ChenBong 博客园 Institute：MEGVII、THU、HKUST Author：Zichao Guo、Xia 阅读全文

posted @ 2020-07-26 20:31 ChenBong 阅读(1455) 评论(0) 推荐(0)

NAS Paper and Survey

摘要：NAS Paper 来源：ChenBong 博客园按时间线 RL-base的NAS （使用强化学习来生成网络每一层结构，并逐一训练评估。缺点：计算量超大，模型缺乏可迁移性，不好扩展）【NAS with RL】2017-ICLR-Neural Architecture Search with Re 阅读全文

posted @ 2020-07-26 16:02 ChenBong 阅读(658) 评论(0) 推荐(0)

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随笔分类 - 2020

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