Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1907.05737
Cited By
v1
v2
v3
v4 (latest)
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search
International Conference on Learning Representations (ICLR), 2019
12 July 2019
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Guo-Jun Qi
Qi Tian
H. Xiong
Re-assign community
ArXiv (abs)
PDF
HTML
Github (440★)
Papers citing
"PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search"
39 / 339 papers shown
DrNAS: Dirichlet Neural Architecture Search
Xiangning Chen
Ruochen Wang
Minhao Cheng
Xiaocheng Tang
Cho-Jui Hsieh
OOD
542
117
0
18 Jun 2020
Fine-Tuning DARTS for Image Classification
M. Tanveer
Muhammad Umar Karim Khan
C. Kyung
204
51
0
16 Jun 2020
Neural Ensemble Search for Uncertainty Estimation and Dataset Shift
Sheheryar Zaidi
Arber Zela
T. Elsken
Chris Holmes
Katharina Eggensperger
Yee Whye Teh
OOD
UQCV
278
85
0
15 Jun 2020
Multi-fidelity Neural Architecture Search with Knowledge Distillation
I. Trofimov
Nikita Klyuchnikov
Mikhail Salnikov
Alexander N. Filippov
Evgeny Burnaev
345
20
0
15 Jun 2020
Bonsai-Net: One-Shot Neural Architecture Search via Differentiable Pruners
Rob Geada
D. Prangle
A. Mcgough
3DPC
140
5
0
12 Jun 2020
Few-shot Neural Architecture Search
International Conference on Machine Learning (ICML), 2020
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
516
98
0
11 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
ACM Computing Surveys (ACM CSUR), 2020
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Xiaojiang Chen
Xin Wang
AI4CE
405
788
0
01 Jun 2020
Optimizing Neural Architecture Search using Limited GPU Time in a Dynamic Search Space: A Gene Expression Programming Approach
J. H. Alves
L. F. Oliveira
80
5
0
15 May 2020
Noisy Differentiable Architecture Search
Xiangxiang Chu
Bo Zhang
202
44
0
07 May 2020
AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching
IEEE Signal Processing Letters (IEEE SPL), 2020
Zitong Yu
Amritpal Singh
Xuesong Niu
Jingang Shi
Guoying Zhao
97
154
0
26 Apr 2020
Deep Multimodal Neural Architecture Search
ACM Multimedia (ACM MM), 2020
Zhou Yu
Yuhao Cui
Jun-chen Yu
Meng Wang
Dacheng Tao
Qi Tian
165
108
0
25 Apr 2020
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks
AAAI Conference on Artificial Intelligence (AAAI), 2020
Xin Chen
Lingxi Xie
Jun Wu
Longhui Wei
Yuhui Xu
Qi Tian
121
15
0
17 Apr 2020
Geometry-Aware Gradient Algorithms for Neural Architecture Search
International Conference on Learning Representations (ICLR), 2020
Liam Li
M. Khodak
Maria-Florina Balcan
Ameet Talwalkar
446
71
0
16 Apr 2020
ModuleNet: Knowledge-inherited Neural Architecture Search
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2020
Yaran Chen
Ruiyuan Gao
Fenggang Liu
Dongbin Zhao
KELM
171
35
0
10 Apr 2020
Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
Computer Vision and Pattern Recognition (CVPR), 2020
Zhengsu Chen
J. Niu
Lingxi Xie
Xuefeng Liu
Longhui Wei
Qi Tian
150
14
0
06 Apr 2020
NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search
Chen Wei
Chuang Niu
Yiping Tang
Yue Wang
Haihong Hu
Jimin Liang
254
7
0
28 Mar 2020
ASFD: Automatic and Scalable Face Detector
Bin Zhang
Jian Li
Yabiao Wang
Ying Tai
Chengjie Wang
Jilin Li
Feiyue Huang
Yili Xia
Wenjiang Pei
Rongrong Ji
CVBM
221
1
0
25 Mar 2020
Hierarchical Neural Architecture Search for Single Image Super-Resolution
IEEE Signal Processing Letters (IEEE SPL), 2020
Yong Guo
Yongsheng Luo
Zhenhao He
Jin Huang
Jian Chen
SupR
254
52
0
10 Mar 2020
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS
Kaicheng Yu
René Ranftl
Mathieu Salzmann
175
36
0
09 Mar 2020
Searching Central Difference Convolutional Networks for Face Anti-Spoofing
Computer Vision and Pattern Recognition (CVPR), 2020
Zitong Yu
Chenxu Zhao
Zezheng Wang
Yunxiao Qin
Z. Su
Amritpal Singh
Feng Zhou
Guoying Zhao
CVBM
319
508
0
09 Mar 2020
NAS-Count: Counting-by-Density with Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yutao Hu
Xiaolong Jiang
Xuhui Liu
Baochang Zhang
Jungong Han
Xianbin Cao
David Doermann
210
100
0
29 Feb 2020
Stabilizing Differentiable Architecture Search via Perturbation-based Regularization
International Conference on Machine Learning (ICML), 2020
Xiangning Chen
Cho-Jui Hsieh
251
226
0
12 Feb 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
International Conference on Learning Representations (ICLR), 2020
Arber Zela
Julien N. Siems
Katharina Eggensperger
284
150
0
28 Jan 2020
Latency-Aware Differentiable Neural Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Bowen Shi
Qi Tian
H. Xiong
OOD
135
33
0
17 Jan 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Xiangxiang Chu
Shun Lu
Xudong Li
Bo Zhang
418
24
0
16 Jan 2020
Scalable NAS with Factorizable Architectural Parameters
Lanfei Wang
Lingxi Xie
Tianyi Zhang
Jun Guo
Qi Tian
167
3
0
31 Dec 2019
Progressive DARTS: Bridging the Optimization Gap for NAS in the Wild
International Journal of Computer Vision (IJCV), 2019
Xin Chen
Lingxi Xie
Jun Wu
Qi Tian
279
100
0
23 Dec 2019
AtomNAS: Fine-Grained End-to-End Neural Architecture Search
International Conference on Learning Representations (ICLR), 2019
Jieru Mei
Yingwei Li
Xiaochen Lian
Xiaojie Jin
Linjie Yang
Alan Yuille
Jianchao Yang
186
109
0
20 Dec 2019
SGAS: Sequential Greedy Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2019
Ge Li
Guocheng Qian
Itzel C. Delgadillo
Matthias Muller
Ali K. Thabet
Guohao Li
3DPC
257
204
0
30 Nov 2019
Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search
European Conference on Computer Vision (ECCV), 2019
Xiangxiang Chu
Tianbao Zhou
Bo Zhang
Jixiang Li
351
338
0
27 Nov 2019
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2019
Colin White
Willie Neiswanger
Yash Savani
BDL
406
387
0
25 Oct 2019
Stabilizing DARTS with Amended Gradient Estimation on Architectural Parameters
Kaifeng Bi
Changping Hu
Lingxi Xie
Xin Chen
Longhui Wei
Qi Tian
274
54
0
25 Oct 2019
DARTS+: Improved Differentiable Architecture Search with Early Stopping
Hanwen Liang
Shifeng Zhang
Jiacheng Sun
Xingqiu He
Weiran Huang
Kechen Zhuang
Zhenguo Li
283
300
0
13 Sep 2019
AutoML: A Survey of the State-of-the-Art
Knowledge-Based Systems (KBS), 2019
Xin He
Kaiyong Zhao
Xiaowen Chu
784
1,666
0
02 Aug 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2019
Xiangxiang Chu
Bo Zhang
Ruijun Xu
367
352
0
03 Jul 2019
Sample-Efficient Neural Architecture Search by Learning Action Space
Linnan Wang
Saining Xie
Teng Li
Rodrigo Fonseca
Yuandong Tian
217
48
0
17 Jun 2019
DDPNAS: Efficient Neural Architecture Search via Dynamic Distribution Pruning
International Journal of Computer Vision (IJCV), 2019
Xiawu Zheng
Chenyi Yang
Shaokun Zhang
Yan Wang
Baochang Zhang
Yongjian Wu
Yunsheng Wu
Ling Shao
Rongrong Ji
215
27
0
28 May 2019
EAT-NAS: Elastic Architecture Transfer for Accelerating Large-scale Neural Architecture Search
Jiemin Fang
Yukang Chen
Xinbang Zhang
Qian Zhang
Chang Huang
Gaofeng Meng
Wenyu Liu
Xinggang Wang
205
24
0
17 Jan 2019
Automated Machine Learning: From Principles to Practices
Quanming Yao
Mengshuo Wang
Hugo Jair Escalante
Huan Zhao
Qiang Yang
365
260
0
31 Oct 2018
Previous
1
2
3
4
5
6
7
