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1910.05733
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One-Shot Neural Architecture Search via Self-Evaluated Template Network
IEEE International Conference on Computer Vision (ICCV), 2019
13 October 2019
Xuanyi Dong
Yezhou Yang
ViT
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Papers citing
"One-Shot Neural Architecture Search via Self-Evaluated Template Network"
50 / 105 papers shown
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
Approximate Neural Architecture Search via Operation Distribution Learning
Xingchen Wan
Binxin Ru
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Fabio Maria Carlucci
206
11
0
08 Nov 2021
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing
Xinyi Ding
Tao Han
Yili Fang
Eric C. Larson
145
9
0
08 Nov 2021
Guided Evolution for Neural Architecture Search
Vasco Lopes
Miguel Santos
Bruno Degardin
Luís A. Alexandre
144
9
0
28 Oct 2021
NAS-Bench-360: Benchmarking Neural Architecture Search on Diverse Tasks
Neural Information Processing Systems (NeurIPS), 2021
Renbo Tu
Nicholas Roberts
M. Khodak
Jun Shen
Frederic Sala
Ameet Talwalkar
321
39
0
12 Oct 2021
Delve into the Performance Degradation of Differentiable Architecture Search
Jiuling Zhang
Zhiming Ding
150
1
0
28 Sep 2021
RADARS: Memory Efficient Reinforcement Learning Aided Differentiable Neural Architecture Search
Zheyu Yan
Weiwen Jiang
X. S. Hu
Yiyu Shi
237
11
0
13 Sep 2021
OSSR-PID: One-Shot Symbol Recognition in P&ID Sheets using Path Sampling and GCN
IEEE International Joint Conference on Neural Network (IJCNN), 2021
Shubham Paliwal
Monika Sharma
Lovekesh Vig
138
17
0
08 Sep 2021
Neural Ensemble Search via Bayesian Sampling
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
Yao Shu
Yizhou Chen
Zhongxiang Dai
Bryan Kian Hsiang Low
BDL
169
8
0
06 Sep 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
Single-DARTS: Towards Stable Architecture Search
Pengfei Hou
Ying Jin
Yukang Chen
159
8
0
18 Aug 2021
Accelerating Evolutionary Neural Architecture Search via Multi-Fidelity Evaluation
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2021
Shangshang Yang
Ye Tian
Xiaoshu Xiang
Shichen Peng
Xing-yi Zhang
154
30
0
10 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
Neural Architecture Search using Covariance Matrix Adaptation Evolution Strategy
Evolutionary Computation (Evol. Comput.), 2021
Nilotpal Sinha
Kuan-Wen Chen
233
13
0
15 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
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
Automated Deepfake Detection
Ping Liu
Yuewei Lin
Yang He
Yunchao Wei
Liangli Zhen
Joey Tianyi Zhou
Rick Siow Mong Goh
Jingen Liu
312
6
0
20 Jun 2021
Reconsidering CO2 emissions from Computer Vision
André Fu
Mahdi S. Hosseini
Konstantinos N. Plataniotis
161
15
0
18 Apr 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
Tiny Adversarial Mulit-Objective Oneshot Neural Architecture Search
Complex & Intelligent Systems (CIS), 2021
Guoyang Xie
Jinbao Wang
Guo-Ding Yu
Feng Zheng
Yaochu Jin
AAML
142
6
0
28 Feb 2021
Mixed Variable Bayesian Optimization with Frequency Modulated Kernels
Conference on Uncertainty in Artificial Intelligence (UAI), 2021
Changyong Oh
E. Gavves
Max Welling
239
8
0
25 Feb 2021
EPE-NAS: Efficient Performance Estimation Without Training for Neural Architecture Search
International Conference on Artificial Neural Networks (ICANN), 2021
Vasco Lopes
S. Alirezazadeh
L. A. Alexandre
140
49
0
16 Feb 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
312
16
0
24 Dec 2020
Evolving Neural Architecture Using One Shot Model
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2020
Nilotpal Sinha
Kuan-Wen Chen
154
26
0
23 Dec 2020
Single-level Optimization For Differential Architecture Search
Pengfei Hou
Ying Jin
193
2
0
15 Dec 2020
Continuous Ant-Based Neural Topology Search
A. ElSaid
Joshua Karns
Zimeng Lyu
Alexander Ororbia
Travis J. Desell
197
5
0
21 Nov 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
NAS-Navigator: Visual Steering for Explainable One-Shot Deep Neural Network Synthesis
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2020
Anjul Tyagi
C. Xie
Klaus Mueller
200
6
0
28 Sep 2020
Evolutionary Architecture Search for Graph Neural Networks
Min Shi
David A. Wilson
Xingquan Zhu
Yu Huang
Zhuang Yuan
Jianxun Liu
Yufei Tang
AI4CE
156
24
0
21 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
DARTS-: Robustly Stepping out of Performance Collapse Without Indicators
International Conference on Learning Representations (ICLR), 2020
Xiangxiang Chu
Xiaoxing Wang
Bo Zhang
Shun Lu
Xiaolin K. Wei
Junchi Yan
275
180
0
02 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
468
196
0
28 Aug 2020
TF-NAS: Rethinking Three Search Freedoms of Latency-Constrained Differentiable Neural Architecture Search
European Conference on Computer Vision (ECCV), 2020
Yibo Hu
Xiang Wu
Ran He
177
47
0
12 Aug 2020
Evaluating Efficient Performance Estimators of Neural Architectures
Neural Information Processing Systems (NeurIPS), 2020
Xuefei Ning
Changcheng Tang
Wenshuo Li
Zixuan Zhou
Shuang Liang
Huazhong Yang
Yu Wang
601
89
0
07 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
392
118
0
04 Aug 2020
Differentiable Feature Aggregation Search for Knowledge Distillation
European Conference on Computer Vision (ECCV), 2020
Yushuo Guan
Pengyu Zhao
Bingxuan Wang
Yuanxing Zhang
Cong Yao
Kaigui Bian
Jian Tang
FedML
287
51
0
02 Aug 2020
CATCH: Context-based Meta Reinforcement Learning for Transferrable Architecture Search
European Conference on Computer Vision (ECCV), 2020
Xin Chen
Yawen Duan
Zewei Chen
Hang Xu
Zihao Chen
Xiaodan Liang
Tong Zhang
Zhenguo Li
OffRL
216
24
0
18 Jul 2020
FNA++: Fast Network Adaptation via Parameter Remapping and Architecture Search
Jiemin Fang
Yuzhu Sun
Qian Zhang
Kangjian Peng
Yuan Li
Wenyu Liu
Xinggang Wang
SSeg
260
36
0
21 Jun 2020
Cyclic Differentiable Architecture Search
Hongyuan Yu
Houwen Peng
Yan Huang
Jianlong Fu
Hao Du
Liang Wang
Haibin Ling
3DPC
263
57
0
18 Jun 2020
Neural Parameter Allocation Search
Bryan A. Plummer
Nikoli Dryden
Julius Frost
Torsten Hoefler
Kate Saenko
509
18
0
18 Jun 2020
Fine-Tuning DARTS for Image Classification
M. Tanveer
Muhammad Umar Karim Khan
C. Kyung
211
51
0
16 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
Neural Architecture Search without Training
J. Mellor
Jack Turner
Amos Storkey
Elliot J. Crowley
271
445
0
08 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
412
791
0
01 Jun 2020
HourNAS: Extremely Fast Neural Architecture Search Through an Hourglass Lens
Computer Vision and Pattern Recognition (CVPR), 2020
Zhaohui Yang
Yunhe Wang
Xinghao Chen
Jianyuan Guo
Wei Zhang
Chao Xu
Chunjing Xu
Dacheng Tao
Chang Xu
324
17
0
29 May 2020
Noisy Differentiable Architecture Search
Xiangxiang Chu
Bo Zhang
207
44
0
07 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
MTL-NAS: Task-Agnostic Neural Architecture Search towards General-Purpose Multi-Task Learning
Computer Vision and Pattern Recognition (CVPR), 2020
Yuan Gao
Haoping Bai
Zequn Jie
Jiayi Ma
Kui Jia
Wei Liu
243
107
0
31 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2020
Shuxin Wang
Shilei Cao
Dong Wei
Renzhen Wang
Kai Ma
Liansheng Wang
Deyu Meng
Yefeng Zheng
412
62
0
16 Mar 2020
NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search
International Conference on Learning Representations (ICLR), 2020
Xuanyi Dong
Yi Yang
561
793
0
02 Jan 2020
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