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1907.05737
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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
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Papers citing
"PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search"
50 / 339 papers shown
Analyzing and Mitigating Interference in Neural Architecture Search
International Conference on Machine Learning (ICML), 2021
Jin Xu
Xu Tan
Kaitao Song
Renqian Luo
Yichong Leng
Tao Qin
Tie-Yan Liu
Jian Li
MoMe
255
30
0
29 Aug 2021
Understanding and Accelerating Neural Architecture Search with Training-Free and Theory-Grounded Metrics
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Wuyang Chen
Xinyu Gong
Junru Wu
Yunchao Wei
Humphrey Shi
Zhicheng Yan
Yi Yang
Zinan Lin
221
19
0
26 Aug 2021
PocketNet: Extreme Lightweight Face Recognition Network using Neural Architecture Search and Multi-Step Knowledge Distillation
IEEE Access (IEEE Access), 2021
Fadi Boutros
Patrick Siebke
Marcel Klemt
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CVBM
210
71
0
24 Aug 2021
MS-DARTS: Mean-Shift Based Differentiable Architecture Search
J. Hsieh
Ming-Ching Chang
Ping-Yang Chen
Santanu Santra
Cheng-Han Chou
Chih-Sheng Huang
OOD
173
2
0
23 Aug 2021
D-DARTS: Distributed Differentiable Architecture Search
Alexandre Heuillet
Hedi Tabia
Hichem Arioui
K. Youcef-Toumi
244
1
0
20 Aug 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving
Ruochen Wang
Xiangning Chen
Minhao Cheng
Xiaocheng Tang
Cho-Jui Hsieh
279
14
0
18 Aug 2021
CONet: Channel Optimization for Convolutional Neural Networks
Mahdi S. Hosseini
Jing Zhang
Zhe Liu
André Fu
Jingxuan Su
Mathieu Tuli
Sepehr Hosseini
Arsh Kadakia
Haoran Wang
Konstantinos N. Plataniotis
114
5
0
15 Aug 2021
EEEA-Net: An Early Exit Evolutionary Neural Architecture Search
Engineering applications of artificial intelligence (EAAI), 2021
C. Termritthikun
Yeshi Jamtsho
Jirarat Ieamsaard
P. Muneesawang
Ivan Lee
97
60
0
13 Aug 2021
Is Differentiable Architecture Search truly a One-Shot Method?
Jonas Geiping
Jovita Lukasik
Margret Keuper
Michael Moeller
254
0
0
12 Aug 2021
Rethinking Architecture Selection in Differentiable NAS
International Conference on Learning Representations (ICLR), 2021
Ruochen Wang
Minhao Cheng
Xiangning Chen
Xiaocheng Tang
Cho-Jui Hsieh
221
199
0
10 Aug 2021
NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models
IEEE International Conference on Computer Vision (ICCV), 2021
Hang Xu
Ning Kang
Gengwei Zhang
Chuanlong Xie
Xiaodan Liang
Zhenguo Li
OnRL
206
10
0
07 Aug 2021
Generic Neural Architecture Search via Regression
Neural Information Processing Systems (NeurIPS), 2021
Yuhong Li
Cong Hao
Pan Li
Jinjun Xiong
Deming Chen
203
33
0
04 Aug 2021
AdvRush: Searching for Adversarially Robust Neural Architectures
J. Mok
Byunggook Na
Hyeokjun Choe
Sungroh Yoon
OOD
AAML
215
52
0
03 Aug 2021
WAS-VTON: Warping Architecture Search for Virtual Try-on Network
Zhenyu Xie
Xujie Zhang
Fuwei Zhao
Haoye Dong
Michael C. Kampffmeyer
Haonan Yan
Xiaodan Liang
209
32
0
01 Aug 2021
Multi-headed Neural Ensemble Search
Ashwin Raaghav Narayanan
Arber Zela
Tonmoy Saikia
Thomas Brox
Katharina Eggensperger
UQCV
128
4
0
09 Jul 2021
Core-set Sampling for Efficient Neural Architecture Search
Jaewoong Shim
Kyeongbo Kong
Suk-Ju Kang
288
28
0
08 Jul 2021
Integrating Large Circular Kernels into CNNs through Neural Architecture Search
Kun He
Chao Li
Yixiao Yang
Gao Huang
John E. Hopcroft
309
12
0
06 Jul 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
Hayeon Lee
Eunyoung Hyung
Sung Ju Hwang
255
53
0
02 Jul 2021
AdaXpert: Adapting Neural Architecture for Growing Data
International Conference on Machine Learning (ICML), 2021
Shuaicheng Niu
Jiaxiang Wu
Guanghui Xu
Yifan Zhang
Yong Guo
P. Zhao
Peng Wang
Zhuliang Yu
228
14
0
01 Jul 2021
AutoAdapt: Automated Segmentation Network Search for Unsupervised Domain Adaptation
XueQing Deng
Yi Zhu
Yuxin Tian
Shawn D. Newsam
OOD
145
3
0
24 Jun 2021
Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis
Miao Zhang
Wei Huang
Li Wang
201
1
0
22 Jun 2021
iDARTS: Differentiable Architecture Search with Stochastic Implicit Gradients
International Conference on Machine Learning (ICML), 2021
Miao Zhang
Steven W. Su
Shirui Pan
Xiaojun Chang
Ehsan Abbasnejad
Reza Haffari
268
77
0
21 Jun 2021
Sphynx: ReLU-Efficient Network Design for Private Inference
IEEE Security and Privacy (IEEE S&P), 2021
Minsu Cho
Zahra Ghodsi
Brandon Reagen
S. Garg
Chinmay Hegde
154
29
0
17 Jun 2021
HELP: Hardware-Adaptive Efficient Latency Prediction for NAS via Meta-Learning
Hayeon Lee
Sewoong Lee
Song Chong
Sung Ju Hwang
264
31
0
16 Jun 2021
Learning Deep Morphological Networks with Neural Architecture Search
Pattern Recognition (Pattern Recogn.), 2021
Yufei Hu
Nacim Belkhir
Jesús Angulo
Angela Yao
Gianni Franchi
AI4CE
137
26
0
14 Jun 2021
Zero-Cost Operation Scoring in Differentiable Architecture Search
AAAI Conference on Artificial Intelligence (AAAI), 2021
Li Xiang
Łukasz Dudziak
Mohamed S. Abdelfattah
Thomas C. P. Chau
Nicholas D. Lane
Hongkai Wen
197
10
0
12 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
Accelerating Neural Architecture Search via Proxy Data
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Byunggook Na
J. Mok
Hyeokjun Choe
Sungroh Yoon
206
23
0
09 Jun 2021
Query Attack by Multi-Identity Surrogates
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2021
Sizhe Chen
Zhehao Huang
Qinghua Tao
Xiaolin Huang
AAML
383
6
0
31 May 2021
Memory-Efficient Differentiable Transformer Architecture Search
Findings (Findings), 2021
Yuekai Zhao
Li Dong
Yelong Shen
Zhihua Zhang
Furu Wei
Weizhu Chen
ViT
217
20
0
31 May 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search
Jihao Liu
Ming Zhang
Yangting Sun
B. Liu
Guanglu Song
Yu Liu
Jiaming Song
267
7
0
25 May 2021
Neighborhood-Aware Neural Architecture Search
British Machine Vision Conference (BMVC), 2021
Xiaofang Wang
Shengcao Cao
Mengtian Li
Kris Kitani
274
6
0
13 May 2021
Generalization Guarantees for Neural Architecture Search with Train-Validation Split
International Conference on Machine Learning (ICML), 2021
Samet Oymak
Mingchen Li
Mahdi Soltanolkotabi
AI4CE
OOD
255
19
0
29 Apr 2021
Landmark Regularization: Ranking Guided Super-Net Training in Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2021
Kaicheng Yu
René Ranftl
Mathieu Salzmann
OOD
154
20
0
12 Apr 2021
Partially-Connected Differentiable Architecture Search for Deepfake and Spoofing Detection
Interspeech (Interspeech), 2021
W. Ge
Michele Panariello
J. Patino
Massimiliano Todisco
Nicholas W. D. Evans
3DPC
278
33
0
07 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
190
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
174
41
0
31 Mar 2021
Rethinking Neural Operations for Diverse Tasks
Neural Information Processing Systems (NeurIPS), 2021
Nicholas Roberts
M. Khodak
Tri Dao
Liam Li
Christopher Ré
Ameet Talwalkar
AI4CE
197
25
0
29 Mar 2021
Rethinking Graph Neural Architecture Search from Message-passing
Computer Vision and Pattern Recognition (CVPR), 2021
Shaofei Cai
Liang Li
Jincan Deng
Beichen Zhang
Zhengjun Zha
Li Su
Qingming Huang
GNN
AI4CE
277
60
0
26 Mar 2021
MANAS: Multi-Scale and Multi-Level Neural Architecture Search for Low-Dose CT Denoising
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Zexin Lu
Wenjun Xia
Yongqiang Huang
Hongming Shan
Hu Chen
Jiliu Zhou
Yan Zhang
MedIm
175
30
0
24 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
390
10
0
23 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition
Pengzhen Ren
Gang Xiao
Xiaojun Chang
Yun Xiao
Zhihui Li
Xiaojiang Chen
ViT
165
6
0
17 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
Interleaving Learning, with Application to Neural Architecture Search
Hao Ban
P. Xie
141
2
0
12 Mar 2021
Learning by Teaching, with Application to Neural Architecture Search
Parth Sheth
Yueyu Jiang
P. Xie
157
4
0
11 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2021
Wonyong Jeong
Hayeon Lee
G. Park
Eunyoung Hyung
Jinheon Baek
Sung Ju Hwang
258
13
0
02 Mar 2021
Improved Automated Machine Learning from Transfer Learning
Cat P. Le
Mohammadreza Soltani
Robert J. Ravier
Vahid Tarokh
201
5
0
27 Feb 2021
Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective
International Conference on Learning Representations (ICLR), 2021
Wuyang Chen
Xinyu Gong
Zinan Lin
OOD
495
275
0
23 Feb 2021
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2021
Benjia Zhou
Yunan Li
Jun Wan
3DH
223
31
0
10 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
274
147
0
01 Feb 2021
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