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1910.02543
Cited By
Improving One-shot NAS by Suppressing the Posterior Fading
Computer Vision and Pattern Recognition (CVPR), 2019
6 October 2019
Xiang Li
Chen Lin
Chuming Li
Ming Sun
Wei Wu
Junjie Yan
Wanli Ouyang
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Papers citing
"Improving One-shot NAS by Suppressing the Posterior Fading"
48 / 48 papers shown
CARL: Causality-guided Architecture Representation Learning for an Interpretable Performance Predictor
Han Ji
Yuqi Feng
Jiahao Fan
Yanan Sun
OOD
CML
235
0
0
04 Jun 2025
G-EvoNAS: Evolutionary Neural Architecture Search Based on Network Growth
Juan Zou
Weiwei Jiang
Yizhang Xia
Yuan Liu
Zhanglu Hou
250
0
0
05 Mar 2024
DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
Guangrun Wang
Changlin Li
Liuchun Yuan
Jiefeng Peng
Xiaoyu Xian
Xiaodan Liang
Xiaojun Chang
Liang Lin
324
6
0
02 Mar 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends
Abolfazl Younesi
Mohsen Ansari
Mohammadamin Fazli
A. Ejlali
Muhammad Shafique
Joerg Henkel
3DV
406
124
0
23 Feb 2024
AdaNAS: Adaptively Post-processing with Self-supervised Neural Architecture Search for Ensemble Rainfall Forecasts
Yingpeng Wen
Weijiang Yu
Fudan Zheng
Dan Huang
Nong Xiao
266
3
0
26 Dec 2023
Masked Autoencoders Are Robust Neural Architecture Search Learners
Yiming Hu
Xiangxiang Chu
Bo Zhang
OOD
335
1
0
20 Nov 2023
Lightweight Diffusion Models with Distillation-Based Block Neural Architecture Search
Siao Tang
Xin Wang
Hong Chen
Chaoyu Guan
Yansong Tang
Wenwu Zhu
218
7
0
08 Nov 2023
Stimulative Training++: Go Beyond The Performance Limits of Residual Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
XinYu Piao
Tong He
DoangJoo Synn
Baopu Li
Tao Chen
Mengwei He
Jong-Kook Kim
186
7
0
04 May 2023
SpaceEvo: Hardware-Friendly Search Space Design for Efficient INT8 Inference
IEEE International Conference on Computer Vision (ICCV), 2023
Li Zhang
Xudong Wang
Jiahang Xu
Quanlu Zhang
Yujing Wang
Yuqing Yang
Ningxin Zheng
Ting Cao
Mao Yang
MQ
119
3
0
15 Mar 2023
Auto-HeG: Automated Graph Neural Network on Heterophilic Graphs
The Web Conference (WWW), 2023
Xin Zheng
Miao Zhang
C. Chen
Qin Zhang
Chuan Zhou
Shirui Pan
GNN
216
45
0
23 Feb 2023
β
β
β
-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Ye
Tong He
Baopu Li
Tao Chen
Mengwei He
Wanli Ouyang
OOD
208
8
0
16 Jan 2023
Efficient Evaluation Methods for Neural Architecture Search: A Survey
IEEE Transactions on Artificial Intelligence (IEEE TAI), 2023
Xiangning Xie
Xiaotian Song
Zeqiong Lv
Gary G. Yen
Weiping Ding
Yizhou Sun
260
28
0
14 Jan 2023
Vertical Layering of Quantized Neural Networks for Heterogeneous Inference
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Hai Wu
Ruifei He
Hao Hao Tan
Xiaojuan Qi
Kaibin Huang
MQ
212
7
0
10 Dec 2022
Stimulative Training of Residual Networks: A Social Psychology Perspective of Loafing
Neural Information Processing Systems (NeurIPS), 2022
Peng Ye
Shengji Tang
Baopu Li
Tao Chen
Wanli Ouyang
148
15
0
09 Oct 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search
Slawomir Kierat
Mateusz Sieniawski
Denys Fridman
Chendi Yu
Szymon Migacz
Pawel M. Morkisz
A. Fit-Florea
3DPC
198
0
0
23 Sep 2022
ZoomNAS: Searching for Whole-body Human Pose Estimation in the Wild
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Lumin Xu
Sheng Jin
Wentao Liu
Chao Qian
Wanli Ouyang
Ping Luo
Xiaogang Wang
3DH
179
46
0
23 Aug 2022
Auto Machine Learning for Medical Image Analysis by Unifying the Search on Data Augmentation and Neural Architecture
Jianwei Zhang
Dong Li
Lituan Wang
Lei Zhang
170
2
0
21 Jul 2022
ShiftAddNAS: Hardware-Inspired Search for More Accurate and Efficient Neural Networks
International Conference on Machine Learning (ICML), 2022
Haoran You
Baopu Li
Huihong Shi
Y. Fu
Yingyan Lin
354
19
0
17 May 2022
Neural Architecture Searching for Facial Attributes-based Depression Recognition
International Conference on Pattern Recognition (ICPR), 2022
Mingzhe Chen
Xi Xiao
Bin Zhang
Xinyu Liu
Runiu Lu
CVBM
170
8
0
24 Jan 2022
Searching the Search Space of Vision Transformer
Minghao Chen
Kan Wu
Bolin Ni
Houwen Peng
Bei Liu
Jianlong Fu
Hongyang Chao
Haibin Ling
ViT
180
66
0
29 Nov 2021
BaLeNAS: Differentiable Architecture Search via the Bayesian Learning Rule
Computer Vision and Pattern Recognition (CVPR), 2021
Miao Zhang
Jilin Hu
Steven W. Su
Shirui Pan
Xiaojun Chang
B. Yang
Gholamreza Haffari
OOD
293
19
0
25 Nov 2021
An Analysis of Super-Net Heuristics in Weight-Sharing NAS
Kaicheng Yu
René Ranftl
Mathieu Salzmann
163
7
0
04 Oct 2021
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
253
30
0
29 Aug 2021
Pi-NAS: Improving Neural Architecture Search by Reducing Supernet Training Consistency Shift
IEEE International Conference on Computer Vision (ICCV), 2021
Jiefeng Peng
Jiqi Zhang
Changlin Li
Guangrun Wang
Xiaodan Liang
Liang Lin
AAML
OOD
134
20
0
22 Aug 2021
BN-NAS: Neural Architecture Search with Batch Normalization
Boyu Chen
Peixia Li
Baopu Li
Chen Lin
Chuming Li
Ming Sun
Junjie Yan
Wanli Ouyang
193
35
0
16 Aug 2021
GLiT: Neural Architecture Search for Global and Local Image Transformer
Boyu Chen
Peixia Li
Chuming Li
Baopu Li
Mengwei He
Chen Lin
Ming Sun
Junjie Yan
Wanli Ouyang
ViT
345
97
0
07 Jul 2021
NAS-BERT: Task-Agnostic and Adaptive-Size BERT Compression with Neural Architecture Search
Knowledge Discovery and Data Mining (KDD), 2021
Jin Xu
Xu Tan
Renqian Luo
Kaitao Song
Jian Li
Tao Qin
Tie-Yan Liu
MQ
140
89
0
30 May 2021
ViPNAS: Efficient Video Pose Estimation via Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2021
Lumin Xu
Yingda Guan
Sheng Jin
Wentao Liu
Chao Qian
Ping Luo
Wanli Ouyang
Xiaogang Wang
181
59
0
21 May 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
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
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
407
120
0
23 Mar 2021
Inception Convolution with Efficient Dilation Search
Computer Vision and Pattern Recognition (CVPR), 2020
Jie Liu
Chuming Li
Feng Liang
Chen Lin
Ming Sun
Junjie Yan
Wanli Ouyang
Dong Xu
186
34
0
25 Dec 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
269
47
0
22 Nov 2020
How Does Supernet Help in Neural Architecture Search?
Yuge Zhang
Quanlu Zhang
Yaming Yang
244
10
0
16 Oct 2020
Once Quantization-Aware Training: High Performance Extremely Low-bit Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Mingzhu Shen
Feng Liang
Yazhe Niu
Yuhang Li
Chuming Li
Chen Lin
F. Yu
Junjie Yan
Wanli Ouyang
MQ
212
45
0
09 Oct 2020
DOTS: Decoupling Operation and Topology in Differentiable Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2020
Yuchao Gu
Li-Juan Wang
Yun-Hai Liu
Yi Yang
Yu-Huan Wu
Shao-Ping Lu
Ming-Ming Cheng
216
53
0
02 Oct 2020
Improving Auto-Augment via Augmentation-Wise Weight Sharing
Keyu Tian
Chen Lin
Ming Sun
Luping Zhou
Junjie Yan
Wanli Ouyang
288
49
0
30 Sep 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
174
0
12 Sep 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
392
118
0
04 Aug 2020
Accuracy Prediction with Non-neural Model for Neural Architecture Search
Renqian Luo
Xu Tan
Rui Wang
Tao Qin
Enhong Chen
Tie-Yan Liu
186
14
0
09 Jul 2020
Cyclic Differentiable Architecture Search
Hongyuan Yu
Houwen Peng
Yan Huang
Jianlong Fu
Hao Du
Liang Wang
Haibin Ling
3DPC
263
56
0
18 Jun 2020
AMEIR: Automatic Behavior Modeling, Interaction Exploration and MLP Investigation in the Recommender System
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Pengyu Zhao
Kecheng Xiao
Yuanxing Zhang
Kaigui Bian
Wei Yan
309
16
0
10 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
409
791
0
01 Jun 2020
Powering One-shot Topological NAS with Stabilized Share-parameter Proxy
Ronghao Guo
Chen Lin
Chuming Li
Keyu Tian
Ming Sun
Lu Sheng
Junjie Yan
BDL
181
18
0
21 May 2020
Angle-based Search Space Shrinking for Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yiming Hu
Yuding Liang
Zichao Guo
Ruosi Wan
Xinming Zhang
Yichen Wei
Qingyi Gu
Jian Sun
236
67
0
28 Apr 2020
BS-NAS: Broadening-and-Shrinking One-Shot NAS with Searchable Numbers of Channels
Zan Shen
Jiang Qian
Bojin Zhuang
Shaojun Wang
Jing Xiao
161
5
0
22 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
Blockwisely Supervised Neural Architecture Search with Knowledge Distillation
Computer Vision and Pattern Recognition (CVPR), 2019
Changlin Li
Jiefeng Peng
Liuchun Yuan
Guangrun Wang
Xiaodan Liang
Liang Lin
Xiaojun Chang
353
195
0
29 Nov 2019
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