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2004.05565
Cited By
FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions
Computer Vision and Pattern Recognition (CVPR), 2020
12 April 2020
Alvin Wan
Xiaoliang Dai
Peizhao Zhang
Zijian He
Yuandong Tian
Saining Xie
Bichen Wu
Matthew Yu
Tao Xu
Kan Chen
Peter Vajda
Joseph E. Gonzalez
Re-assign community
ArXiv (abs)
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Github (911★)
Papers citing
"FBNetV2: Differentiable Neural Architecture Search for Spatial and Channel Dimensions"
50 / 158 papers shown
PSViT: Better Vision Transformer via Token Pooling and Attention Sharing
Boyu Chen
Peixia Li
Baopu Li
Chuming Li
Mengwei He
Chen Lin
Ming Sun
Junjie Yan
Wanli Ouyang
ViT
223
37
0
07 Aug 2021
Scene-adaptive Knowledge Distillation for Sequential Recommendation via Differentiable Architecture Search
Lei-tai Chen
Fajie Yuan
Jiaxi Yang
Min Yang
Chengming Li
161
4
0
15 Jul 2021
Compact and Optimal Deep Learning with Recurrent Parameter Generators
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Jiayun Wang
Yubei Chen
Stella X. Yu
Brian Cheung
Yann LeCun
BDL
288
5
0
15 Jul 2021
ViTAS: Vision Transformer Architecture Search
European Conference on Computer Vision (ECCV), 2021
Xiu Su
Shan You
Jiyang Xie
Mingkai Zheng
Haiwei Yang
Chao Qian
Changshui Zhang
Xiaogang Wang
Chang Xu
ViT
459
56
0
25 Jun 2021
Layer Folding: Neural Network Depth Reduction using Activation Linearization
Amir Ben Dror
Niv Zehngut
Avraham Raviv
E. Artyomov
Ran Vitek
R. Jevnisek
192
23
0
17 Jun 2021
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning
Hayeon Lee
Sewoong Lee
Song Chong
Sung Ju Hwang
269
32
0
16 Jun 2021
Auto-NBA: Efficient and Effective Search Over the Joint Space of Networks, Bitwidths, and Accelerators
International Conference on Machine Learning (ICML), 2021
Yonggan Fu
Yongan Zhang
Yang Zhang
David D. Cox
Yingyan Lin
MQ
332
22
0
11 Jun 2021
K-shot NAS: Learnable Weight-Sharing for NAS with K-shot Supernets
International Conference on Machine Learning (ICML), 2021
Xiu Su
Shan You
Mingkai Zheng
Haiwei Yang
Chao Qian
Changshui Zhang
Chang Xu
179
38
0
11 Jun 2021
Fast and Accurate Camera Scene Detection on Smartphones
Angeline Pouget
Sidharth Ramesh
Maximilian Giang
Ramithan Chandrapalan
Toni Tanner
Moritz Prussing
Radu Timofte
Andrey D. Ignatov
3DH
138
8
0
17 May 2021
Fast and Accurate Quantized Camera Scene Detection on Smartphones, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
Radu Timofte
Sheng Chen
Xin Xia
...
K. Lyda
L. Khojoyan
Abhishek Thanki
Sayak Paul
Shahid Siddiqui
MQ
218
23
0
17 May 2021
Fast and Accurate Single-Image Depth Estimation on Mobile Devices, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Grigory Malivenko
D. Plowman
Samarth Shukla
Radu Timofte
...
Tianpeng Feng
Yang Liu
Chuannan Sheng
Jian Yin
Fausto T. Benavide
MDE
168
39
0
17 May 2021
Real-Time Video Super-Resolution on Smartphones with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Andrés Romero
Heewon Kim
Radu Timofte
C. Ho
...
Xiumei Wang
Jiaming Guo
Xueyi Zhou
Hao Jia
Youliang Yan
SupR
189
65
0
17 May 2021
Real-Time Quantized Image Super-Resolution on Mobile NPUs, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Radu Timofte
Maurizio Denna
Abdelrazak Younes
A. Lek
...
Kun Zeng
Peirong Li
Zhi-Hao Liu
Shiqi Xue
Shengpeng Wang
SupR
MQ
165
69
0
17 May 2021
Fast Camera Image Denoising on Mobile GPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Kim Byeoung-su
Radu Timofte
Angeline Pouget
Fenglong Song
...
Lei Lei
Chaoyu Feng
Daigang Xu
Z. Lei
Feifei Chen
174
35
0
17 May 2021
Learned Smartphone ISP on Mobile NPUs with Deep Learning, Mobile AI 2021 Challenge: Report
Andrey D. Ignatov
Cheng-Ming Chiang
Hsien-Kai Kuo
Anastasia Sycheva
Radu Timofte
...
K. Upla
Kiran Raja
Raghavendra Ramachandra
Christoph Busch
Etienne de Stoutz
182
59
0
17 May 2021
BasisNet: Two-stage Model Synthesis for Efficient Inference
Ruotong Wang
Chun-Te Chu
A. Zhmoginov
Andrew G. Howard
Brendan Jou
Yukun Zhu
Li Zhang
R. Hwa
Adriana Kovashka
3DH
165
8
0
07 May 2021
Reconsidering CO2 emissions from Computer Vision
André Fu
Mahdi S. Hosseini
Konstantinos N. Plataniotis
170
15
0
18 Apr 2021
One-Shot Neural Ensemble Architecture Search by Diversity-Guided Search Space Shrinking
Computer Vision and Pattern Recognition (CVPR), 2021
Minghao Chen
Houwen Peng
Jianlong Fu
Haibin Ling
199
22
0
01 Apr 2021
RetrievalFuse: Neural 3D Scene Reconstruction with a Database
IEEE International Conference on Computer Vision (ICCV), 2021
Yawar Siddiqui
Justus Thies
Fangchang Ma
Qi Shan
Matthias Nießner
Pawan Goyal
3DV
175
32
0
31 Mar 2021
Fisher Task Distance and Its Application in Neural Architecture Search
IEEE Access (IEEE Access), 2021
Cat P. Le
Mohammadreza Soltani
Juncheng Dong
Vahid Tarokh
FedML
401
10
0
23 Mar 2021
Revisiting Self-Supervised Monocular Depth Estimation
International Conference on Robot Intelligence Technology and Applications (RITA), 2021
Ue-Hwan Kim
Jong-Hwan Kim
SSL
MDE
162
7
0
23 Mar 2021
BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2021
Changlin Li
Tao Tang
Guangrun Wang
Jiefeng Peng
Bing Wang
Xiaodan Liang
Xiaojun Chang
ViT
409
120
0
23 Mar 2021
AutoSpace: Neural Architecture Search with Less Human Interference
IEEE International Conference on Computer Vision (ICCV), 2021
Daquan Zhou
Xiaojie Jin
Xiaochen Lian
Linjie Yang
Yujing Xue
Qibin Hou
Jiashi Feng
146
10
0
22 Mar 2021
HW-NAS-Bench:Hardware-Aware Neural Architecture Search Benchmark
International Conference on Learning Representations (ICLR), 2021
Chaojian Li
Zhongzhi Yu
Yonggan Fu
Yongan Zhang
Yang Zhao
Haoran You
Qixuan Yu
Yue Wang
Yingyan Lin
321
126
0
19 Mar 2021
Searching by Generating: Flexible and Efficient One-Shot NAS with Architecture Generator
Computer Vision and Pattern Recognition (CVPR), 2021
Sian-Yao Huang
W. Chu
148
30
0
12 Mar 2021
Differentiable Neural Architecture Learning for Efficient Neural Network Design
Qingbei Guo
Xiaojun Wu
J. Kittler
Zhiquan Feng
108
2
0
03 Mar 2021
Pareto-Frontier-aware Neural Architecture Generation for Diverse Budgets
Yong Guo
Yaofo Chen
Yin Zheng
Qi Chen
P. Zhao
Jian Chen
Junzhou Huang
Zhuliang Yu
173
7
0
27 Feb 2021
Zen-NAS: A Zero-Shot NAS for High-Performance Deep Image Recognition
IEEE International Conference on Computer Vision (ICCV), 2021
Ming Lin
Pichao Wang
Zhenhong Sun
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
278
147
0
01 Feb 2021
Neural Architecture Search via Combinatorial Multi-Armed Bandit
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Hanxun Huang
Jiabo He
S. Erfani
James Bailey
193
5
0
01 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration
International Journal of Computer Vision (IJCV), 2020
Haokui Zhang
Ying Li
Hao Chen
Chengrong Gong
Zongwen Bai
Chunhua Shen
315
16
0
24 Dec 2020
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
Y. Fu
Zhongzhi Yu
Yongan Zhang
Yingyan Lin
292
5
0
24 Dec 2020
Distilling Optimal Neural Networks: Rapid Search in Diverse Spaces
IEEE International Conference on Computer Vision (ICCV), 2020
Bert Moons
Parham Noorzad
Andrii Skliar
G. Mariani
Dushyant Mehta
Chris Lott
Tijmen Blankevoort
426
46
0
16 Dec 2020
Retinex-inspired Unrolling with Cooperative Prior Architecture Search for Low-light Image Enhancement
Computer Vision and Pattern Recognition (CVPR), 2020
Risheng Liu
Long Ma
Jiaao Zhang
Xin-Yue Fan
Zhongxuan Luo
403
854
0
10 Dec 2020
An Once-for-All Budgeted Pruning Framework for ConvNets Considering Input Resolution
Wenyu Sun
Jian Cao
Pengtao Xu
Xiangcheng Liu
Pu Li
129
0
0
02 Dec 2020
FP-NAS: Fast Probabilistic Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
Zhicheng Yan
Xiaoliang Dai
Peizhao Zhang
Yuandong Tian
Bichen Wu
Matt Feiszli
268
26
0
22 Nov 2020
Evolving Search Space for Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Yuanzheng Ci
Chen Lin
Ming Sun
Boyu Chen
Hongwen Zhang
Wanli Ouyang
273
48
0
22 Nov 2020
AttentiveNAS: Improving Neural Architecture Search via Attentive Sampling
Computer Vision and Pattern Recognition (CVPR), 2020
Dilin Wang
Meng Li
Chengyue Gong
Vikas Chandra
294
114
0
18 Nov 2020
FDNAS: Improving Data Privacy and Model Diversity in AutoML
Chunhui Zhang
Yongyuan Liang
Xiaoming Yuan
Lei Cheng
FedML
86
1
0
06 Nov 2020
DNA: Differentiable Network-Accelerator Co-Search
Yongan Zhang
Y. Fu
Weiwen Jiang
Chaojian Li
Haoran You
Meng Li
Vikas Chandra
Yingyan Lin
325
18
0
28 Oct 2020
From Federated Learning to Federated Neural Architecture Search: A Survey
Complex & Intelligent Systems (CIS), 2020
Hangyu Zhu
Haoyu Zhang
Yaochu Jin
FedML
OOD
AI4CE
209
177
0
12 Sep 2020
Pay Attention when Required
Swetha Mandava
Szymon Migacz
A. Fit-Florea
204
11
0
09 Sep 2020
NATS-Bench: Benchmarking NAS Algorithms for Architecture Topology and Size
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Xuanyi Dong
Lu Liu
Katarzyna Musial
Bogdan Gabrys
471
198
0
28 Aug 2020
LC-NAS: Latency Constrained Neural Architecture Search for Point Cloud Networks
Guohao Li
Mengmeng Xu
Silvio Giancola
Ali K. Thabet
Guohao Li
3DPC
169
9
0
24 Aug 2020
RARTS: An Efficient First-Order Relaxed Architecture Search Method
IEEE Access (IEEE Access), 2020
Fanghui Xue
Y. Qi
Jack Xin
157
5
0
10 Aug 2020
Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
...
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
394
118
0
04 Aug 2020
CovidDeep: SARS-CoV-2/COVID-19 Test Based on Wearable Medical Sensors and Efficient Neural Networks
Shayan Hassantabar
Novati Stefano
Vishweshwar Ghanakota
A. Ferrari
G. Nicola
R. Bruno
I. Marino
Kenza Hamidouche
N. Jha
321
81
0
20 Jul 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search
Renqian Luo
Xu Tan
Rui Wang
Tao Qin
Enhong Chen
Tie-Yan Liu
189
14
0
09 Jul 2020
Rethinking Channel Dimensions for Efficient Model Design
Dongyoon Han
Sangdoo Yun
Byeongho Heo
Y. Yoo
3DV
235
106
0
02 Jul 2020
Neural Architecture Design for GPU-Efficient Networks
Ming Lin
Hesen Chen
Xiuyu Sun
Qi Qian
Hao Li
Rong Jin
GNN
190
22
0
24 Jun 2020
Few-shot Neural Architecture Search
International Conference on Machine Learning (ICML), 2020
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
522
98
0
11 Jun 2020
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