摘要:
RS-Net 2020-ECCV-Resolution Switchable Networks for Runtime Efficient Image Recognition 来源:ChenBong 博客园 Institute:Ttsinghua,Intel Author:Yikai Wang,Fu
阅读全文
posted @ 2021-01-27 16:41
ChenBong
阅读(472)
推荐(0)
摘要:
Once for All 2020-ICLR-Once for All Train One Network and Specialize it for Efficient Deployment 来源:ChenBong 博客园 Institute:MIT Author:Han Cai,Song Han
阅读全文
posted @ 2021-01-26 11:30
ChenBong
阅读(294)
推荐(0)
摘要:
MutualNet 2020-ECCV oral-MutualNet Adaptive ConvNet via Mutual Learning from Network Width and Resolution 来源:ChenBong 博客园 Institute:University of Nort
阅读全文
posted @ 2021-01-26 11:28
ChenBong
阅读(148)
推荐(0)
摘要:
US-Net 2019-ICCV-Universally Slimmable Networks and Improved Training Techniques 来源:ChenBong博客园 Institute:University of Illinois at Urbana-Champaign A
阅读全文
posted @ 2021-01-12 22:23
ChenBong
阅读(397)
推荐(0)
摘要:
Balanced Sparsity for Efficient DNN Inference on GPU 2019-AAAI-Balanced Sparsity for Efficient DNN Inference on GPU 来源:ChenBong 博客园 Institute:THU, HIT
阅读全文
posted @ 2021-01-05 21:17
ChenBong
阅读(307)
推荐(0)
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(206)
推荐(0)
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(518)
推荐(0)
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(1064)
推荐(0)
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(795)
推荐(0)
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(418)
推荐(0)
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(297)
推荐(0)
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(477)
推荐(0)
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(371)
推荐(0)
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(325)
推荐(0)
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(315)
推荐(0)
摘要:
MCUNet 2020-NIPS-MCUNet Tiny Deep Learning on IoT Devices 来源:ChenBong 博客园 Institute:MIT、NTU、MIT-IBM Watson AI Lab Author:Ji Lin、Song Han GitHub:/ Cita
阅读全文
posted @ 2020-10-06 17:40
ChenBong
阅读(1375)
推荐(0)
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(609)
推荐(0)
摘要:
Shape Adaptor 2020-ECCV-Shape Adaptor: A Learnable Resizing Module 来源:ChenBong 博客园 Institute:Imperial College London,Adobe Research Author:Shikun Liu,
阅读全文
posted @ 2020-09-22 19:08
ChenBong
阅读(304)
推荐(0)
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(648)
推荐(0)
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(1049)
推荐(0)
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(514)
推荐(0)
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(1219)
推荐(1)
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(514)
推荐(0)
摘要:
Layerwise Channel Selection 2020-AAAI-Dynamic Network Pruning with Interpretable Layerwise Channel Selection 来源:ChenBong 博客园 Institute:THU, Ant Financ
阅读全文
posted @ 2020-08-10 20:39
ChenBong
阅读(630)
推荐(0)
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(316)
推荐(0)
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(552)
推荐(0)
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(1414)
推荐(0)
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(585)
推荐(0)
摘要:
ProxylessNAS 2019-ICLR-ProxylessNAS Direct Neural Architecture Search on Target Task and Hardware 来源:ChenBong 博客园 Institute:MIT Author:Han Cai,Ligeng
阅读全文
posted @ 2020-07-18 21:29
ChenBong
阅读(615)
推荐(0)
摘要:
RANet 2020-CVPR-Resolution Adaptive Networks for Efficient Inference 来源:ChenBong 博客园 Le Yang、Yizeng Han、Xi Chen,Gao Huang* Tsinghua University、HIT、Sen
阅读全文
posted @ 2020-07-15 16:07
ChenBong
阅读(756)
推荐(0)
摘要:
Understanding One-Shot NAS 2018-ICML-Understanding and Simplifying One-Shot Architecture Search 来源:ChenBong 博客园 Google Brain Gabriel Bender、Quoc Le Ci
阅读全文
posted @ 2020-07-11 17:41
ChenBong
阅读(338)
推荐(0)
摘要:
DMCP 2020-CVPR-DMCP Differentiable Markov Channel Pruning for Neural Networks 来源:ChenBong 博客园 Shaopeng Guo(sensetime 商汤) GitHub: 64 stars https://gith
阅读全文
posted @ 2020-06-22 16:45
ChenBong
阅读(819)
推荐(0)
摘要:
ENAS 2018-ICML-Efficient Neural Architecture Search via Parameter Sharing 来源:ChenBong 博客园 Hieu Pham(Google Brain、CMU),Quoc V. Le(Google Brain),Jeff De
阅读全文
posted @ 2020-06-15 20:13
ChenBong
阅读(1361)
推荐(0)
摘要:
Transferable NAS with RL 2018-CVPR-Learning Transferable Architectures for Scalable Image Recognition 来源:ChenBong 博客园 Author:Barret Zoph(Google Brain)
阅读全文
posted @ 2020-06-12 11:36
ChenBong
阅读(719)
推荐(0)
摘要:
Partial Order Pruning 2019-CVPR-Partial Order Pruning for Best Speed Accuracy Trade-off in Neural Architecture Search 来源:ChenBong 博客园 Xin Li (UISEE Te
阅读全文
posted @ 2020-06-08 16:46
ChenBong
阅读(693)
推荐(0)
摘要:
MobileNet-V1 2017-CVPR-MobileNets Efficient Convolutional Neural Networks for Mobile Vision Applications Author:Andrew Howard、Hartwig Adam(Google) Git
阅读全文
posted @ 2020-06-01 12:09
ChenBong
阅读(1249)
推荐(1)
摘要:
MetaPruning 2019-ICCV-MetaPruning Meta Learning for Automatic Neural Network Channel Pruning 来源:ChenBong 博客园 Zechun Liu (HKUST)、Xiangyu Zhang (MEGVII)
阅读全文
posted @ 2020-05-26 21:33
ChenBong
阅读(750)
推荐(0)
摘要:
DARTS 2019-ICLR-DARTS Differentiable Architecture Search 来源:ChenBong 博客园 Institute:CMU、Google Author:Hanxiao Liu、Karen Simonyan、Yiming Yang GitHub:2.8
阅读全文
posted @ 2020-05-24 19:20
ChenBong
阅读(994)
推荐(2)
摘要:
PNAS 2018-ECCV-Progressive Neural Architecture Search 来源:ChenBong 博客园 Johns Hopkins University(霍普金斯大学) && Google AI && Stanford GitHub:300+ stars Cita
阅读全文
posted @ 2020-05-22 19:47
ChenBong
阅读(630)
推荐(0)
摘要:
P-DARTS 2019-ICCV-Progressive Differentiable Architecture Search Bridging the Depth Gap Between Search and Evaluation 来源:ChenBong 博客园 Tongji Universit
阅读全文
posted @ 2020-05-22 19:39
ChenBong
阅读(407)
推荐(0)