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2005.06821
Cited By
A Semi-Supervised Assessor of Neural Architectures
14 May 2020
Yehui Tang
Yunhe Wang
Yixing Xu
Hanting Chen
Chunjing Xu
Boxin Shi
Chao Xu
Qi Tian
Chang Xu
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Papers citing
"A Semi-Supervised Assessor of Neural Architectures"
39 / 39 papers shown
ONNX-Net: Towards Universal Representations and Instant Performance Prediction for Neural Architectures
Shiwen Qin
Alexander Auras
Shay B. Cohen
Elliot J. Crowley
Michael Moeller
Linus Ericsson
Jovita Lukasik
152
0
0
06 Oct 2025
RBFleX-NAS: Training-Free Neural Architecture Search Using Radial Basis Function Kernel and Hyperparameter Detection
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025
Tomomasa Yamasaki
Zhehui Wang
Yaoyu Zhang
Niangjun Chen
Bo Wang
555
7
0
26 Mar 2025
How Much Is Hidden in the NAS Benchmarks? Few-Shot Adaptation of a NAS Predictor
H. Loya
Łukasz Dudziak
Abhinav Mehrotra
Royson Lee
Javier Fernandez-Marques
Nicholas D. Lane
Hongkai Wen
OOD
274
2
0
30 Nov 2023
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning
AAAI Conference on Artificial Intelligence (AAAI), 2023
Shenghe Zheng
Hongzhi Wang
Tianyu Mu
394
6
0
25 Feb 2023
A General-Purpose Transferable Predictor for Neural Architecture Search
SDM (SDM), 2023
Fred X. Han
Keith G. Mills
Fabián A. Chudak
Parsa Riahi
Mohammad Salameh
Jialin Zhang
Wei Lu
Shangling Jui
Di Niu
AI4CE
OOD
216
3
0
21 Feb 2023
Calibrating a Deep Neural Network with Its Predecessors
International Joint Conference on Artificial Intelligence (IJCAI), 2023
Linwei Tao
Minjing Dong
Daochang Liu
Changming Sun
Chang Xu
BDL
UQCV
271
8
0
13 Feb 2023
Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"
AAAI Conference on Artificial Intelligence (AAAI), 2023
Junbo Zhao
Xuefei Ning
En-hao Liu
Binxin Ru
Zixuan Zhou
Tianchen Zhao
Chen Chen
Jiajin Zhang
Q. Liao
Yu Wang
AI4CE
297
5
0
02 Feb 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
262
32
0
14 Jan 2023
Differentiable Search of Accurate and Robust Architectures
Yuwei Ou
Xiangning Xie
Shan Gao
Yanan Sun
Kay Chen Tan
Jiancheng Lv
OOD
AAML
269
2
0
28 Dec 2022
GENNAPE: Towards Generalized Neural Architecture Performance Estimators
AAAI Conference on Artificial Intelligence (AAAI), 2022
Keith G. Mills
Fred X. Han
Jialin Zhang
Fabián A. Chudak
A. Mamaghani
Mohammad Salameh
Wei Lu
Shangling Jui
Di Niu
276
9
0
30 Nov 2022
CR-LSO: Convex Neural Architecture Optimization in the Latent Space of Graph Variational Autoencoder with Input Convex Neural Networks
Xuan Rao
Bo Zhao
Xiaosong Yi
265
5
0
11 Nov 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism
Xiangning Xie
Yuqiao Liu
Yanan Sun
Mengjie Zhang
Kay Chen Tan
GNN
AI4CE
236
2
0
03 Jul 2022
A Survey on Computationally Efficient Neural Architecture Search
Shiqing Liu
Haoyu Zhang
Yaochu Jin
383
57
0
03 Jun 2022
Automating Neural Architecture Design without Search
Zixuan Liang
Yanan Sun
3DV
258
0
0
21 Apr 2022
Demystifying the Neural Tangent Kernel from a Practical Perspective: Can it be trusted for Neural Architecture Search without training?
Computer Vision and Pattern Recognition (CVPR), 2022
J. Mok
Byunggook Na
Ji-Hoon Kim
Dongyoon Han
Sungroh Yoon
AAML
275
29
0
28 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor
Ke Lin
A. Yong
Zhuoxin Gan
Yingying Jiang
165
0
0
04 Mar 2022
Homogeneous Architecture Augmentation for Neural Predictor
IEEE International Conference on Computer Vision (ICCV), 2021
Yuqiao Liu
Yehui Tang
Yizhou Sun
163
33
0
28 Jul 2021
Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets
Hayeon Lee
Eunyoung Hyung
Sung Ju Hwang
292
55
0
02 Jul 2021
Augmented Shortcuts for Vision Transformers
Neural Information Processing Systems (NeurIPS), 2021
Yehui Tang
Kai Han
Chang Xu
An Xiao
Yiping Deng
Chao Xu
Yunhe Wang
ViT
308
48
0
30 Jun 2021
HAO: Hardware-aware neural Architecture Optimization for Efficient Inference
IEEE Symposium on Field-Programmable Custom Computing Machines (FCCM), 2021
Zhen Dong
Yizhao Gao
Qijing Huang
J. Wawrzynek
Hayden Kwok-Hay So
Kurt Keutzer
194
41
0
26 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
172
20
0
12 Apr 2021
Prioritized Architecture Sampling with Monto-Carlo Tree Search
Computer Vision and Pattern Recognition (CVPR), 2021
Xiu Su
Tao Huang
Yanxi Li
Shan You
Haiwei Yang
Chao Qian
Changshui Zhang
Chang Xu
197
56
0
22 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning
Kwanghee Choi
Minyoung Choe
Hyelee Lee
SSL
AI4CE
302
1
0
15 Mar 2021
Manifold Regularized Dynamic Network Pruning
Computer Vision and Pattern Recognition (CVPR), 2021
Yehui Tang
Yunhe Wang
Yixing Xu
Yiping Deng
Chao Xu
Dacheng Tao
Chang Xu
283
104
0
10 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
309
13
0
02 Mar 2021
Stronger NAS with Weaker Predictors
Neural Information Processing Systems (NeurIPS), 2021
Junru Wu
Xiyang Dai
Dongdong Chen
Yinpeng Chen
Xiyang Dai
Ye Yu
Zinan Lin
Zicheng Liu
Mei Chen
Lu Yuan
OOD
311
56
0
21 Feb 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
International Conference on Machine Learning (ICML), 2021
Shen Yan
Kaiqiang Song
Z. Feng
Mi Zhang
289
35
0
14 Feb 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
234
132
0
22 Jan 2021
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets
Neural Information Processing Systems (NeurIPS), 2020
Kai Han
Yunhe Wang
Qiulin Zhang
Wei Zhang
Chunjing Xu
Tong Zhang
307
101
0
28 Oct 2020
Neural Architecture Performance Prediction Using Graph Neural Networks
German Conference on Pattern Recognition (DAGM), 2020
Jovita Lukasik
David Friede
Heiner Stuckenschmidt
Margret Keuper
GNN
AI4CE
305
12
0
19 Oct 2020
Kernel Based Progressive Distillation for Adder Neural Networks
Neural Information Processing Systems (NeurIPS), 2020
Yixing Xu
Chang Xu
Xinghao Chen
Wei Zhang
Chunjing Xu
Yunhe Wang
338
48
0
28 Sep 2020
Searching for Low-Bit Weights in Quantized Neural Networks
Neural Information Processing Systems (NeurIPS), 2020
Zhaohui Yang
Yunhe Wang
Kai Han
Chunjing Xu
Chao Xu
Dacheng Tao
Chang Xu
MQ
267
100
0
18 Sep 2020
Adversarially Robust Neural Architectures
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Minjing Dong
Yanxi Li
Yunhe Wang
Chang Xu
AAML
OOD
311
50
0
02 Sep 2020
Surrogate NAS Benchmarks: Going Beyond the Limited Search Spaces of Tabular NAS Benchmarks
Arber Zela
Julien N. Siems
Lucas Zimmer
Jovita Lukasik
Margret Keuper
Katharina Eggensperger
423
97
0
22 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
421
120
0
04 Aug 2020
DC-NAS: Divide-and-Conquer Neural Architecture Search
Yunhe Wang
Yixing Xu
Dacheng Tao
201
7
0
29 May 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
385
17
0
29 May 2020
Neural Predictor for Neural Architecture Search
European Conference on Computer Vision (ECCV), 2019
W. Wen
Hanxiao Liu
Xue Yang
Yiran Chen
Gabriel Bender
Pieter-Jan Kindermans
269
228
0
02 Dec 2019
ReNAS:Relativistic Evaluation of Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2019
Yixing Xu
Yunhe Wang
Avishkar Bhoopchand
Christopher Mattern
A. Grabska-Barwinska
Chunjing Xu
Chang Xu
757
100
0
30 Sep 2019
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