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1912.00848
Cited By
Neural Predictor for Neural Architecture Search
European Conference on Computer Vision (ECCV), 2019
2 December 2019
W. Wen
Hanxiao Liu
Xue Yang
Yiran Chen
Gabriel Bender
Pieter-Jan Kindermans
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Papers citing
"Neural Predictor for Neural Architecture Search"
50 / 122 papers shown
PIDS: Joint Point Interaction-Dimension Search for 3D Point Cloud
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Tunhou Zhang
Mingyuan Ma
Feng Yan
Xue Yang
Yiran Chen
3DPC
315
3
0
28 Nov 2022
Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation
Tal Hakim
218
1
0
22 Nov 2022
NAR-Former: Neural Architecture Representation Learning towards Holistic Attributes Prediction
Computer Vision and Pattern Recognition (CVPR), 2022
Yun Yi
Haokui Zhang
Wenze Hu
Nannan Wang
Xiaoyu Wang
AI4TS
AI4CE
308
14
0
15 Nov 2022
PredNAS: A Universal and Sample Efficient Neural Architecture Search Framework
Liuchun Yuan
Zehao Huang
Naiyan Wang
162
0
0
26 Oct 2022
Deep Model Reassembly
Neural Information Processing Systems (NeurIPS), 2022
Xingyi Yang
Zhou Daquan
Songhua Liu
Jingwen Ye
Xinchao Wang
MoMe
259
146
0
24 Oct 2022
EC-NAS: Energy Consumption Aware Tabular Benchmarks for Neural Architecture Search
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Pedram Bakhtiarifard
Christian Igel
Raghavendra Selvan
467
15
0
12 Oct 2022
Siamese-NAS: Using Trained Samples Efficiently to Find Lightweight Neural Architecture by Prior Knowledge
Yumeng Zhang
J. Hsieh
Chun-Chieh Lee
Kuo-Chin Fan
151
0
0
02 Oct 2022
NAAP-440 Dataset and Baseline for Neural Architecture Accuracy Prediction
Tal Hakim
199
1
0
14 Sep 2022
ObfuNAS: A Neural Architecture Search-based DNN Obfuscation Approach
Tong Zhou
Shaolei Ren
Xiaolin Xu
AAML
266
16
0
17 Aug 2022
What can we Learn by Predicting Accuracy?
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Olivier Risser-Maroix
Benjamin Chamand
214
4
0
02 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution
European Conference on Computer Vision (ECCV), 2022
Yushu Wu
Yifan Gong
Pu Zhao
Yanyu Li
Zheng Zhan
Wei Niu
Hao Tang
Minghai Qin
Bin Ren
Yanzhi Wang
SupR
MQ
195
33
0
25 Jul 2022
NASRec: Weight Sharing Neural Architecture Search for Recommender Systems
The Web Conference (WWW), 2022
Tunhou Zhang
Dehua Cheng
Yuchen He
Zhengxing Chen
Xiaoliang Dai
Liang Xiong
Feng Yan
Xue Yang
Yiran Chen
W. Wen
171
19
0
14 Jul 2022
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures
Neurocomputing (Neurocomputing), 2022
Jia-Wei Liu
Ran Cheng
Yaochu Jin
AAML
258
13
0
12 Jul 2022
Architecture Augmentation for Performance Predictor Based on Graph Isomorphism
Xiangning Xie
Yuqiao Liu
Yanan Sun
Mengjie Zhang
Kay Chen Tan
GNN
AI4CE
193
2
0
03 Jul 2022
EmProx: Neural Network Performance Estimation For Neural Architecture Search
G. Franken
Prabhant Singh
Joaquin Vanschoren
136
0
0
13 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search
Shiqing Liu
Haoyu Zhang
Yaochu Jin
370
55
0
03 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review
IEEE Sensors Journal (IEEE Sens. J.), 2022
Swapnil Sayan Saha
S. Sandha
Mani B. Srivastava
549
171
0
29 May 2022
PRE-NAS: Predictor-assisted Evolutionary Neural Architecture Search
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2022
Yameng Peng
A. Song
V. Ciesielski
Haytham M. Fayek
Xiaojun Chang
175
19
0
27 Apr 2022
Automating Neural Architecture Design without Search
Zixuan Liang
Yanan Sun
3DV
158
0
0
21 Apr 2022
TabNAS: Rejection Sampling for Neural Architecture Search on Tabular Datasets
Neural Information Processing Systems (NeurIPS), 2022
Chengrun Yang
Gabriel Bender
Hanxiao Liu
Pieter-Jan Kindermans
Madeleine Udell
Yifeng Lu
Quoc V. Le
Da Huang
LMTD
237
8
0
15 Apr 2022
Arch-Graph: Acyclic Architecture Relation Predictor for Task-Transferable Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2022
Minbin Huang
Zhijian Huang
Changlin Li
Xin Chen
Hangyang Xu
Zhenguo Li
Xiaodan Liang
242
25
0
12 Apr 2022
A Semi-Decoupled Approach to Fast and Optimal Hardware-Software Co-Design of Neural Accelerators
Bingqian Lu
Zheyu Yan
Yiyu Shi
Shaolei Ren
184
2
0
25 Mar 2022
PACE: A Parallelizable Computation Encoder for Directed Acyclic Graphs
International Conference on Machine Learning (ICML), 2022
Zehao Dong
Muhan Zhang
Fuhai Li
Yixin Chen
CML
GNN
230
20
0
19 Mar 2022
Learning Where To Look -- Generative NAS is Surprisingly Efficient
European Conference on Computer Vision (ECCV), 2022
Jovita Lukasik
Steffen Jung
Margret Keuper
314
19
0
16 Mar 2022
Privacy-preserving Online AutoML for Domain-Specific Face Detection
Computer Vision and Pattern Recognition (CVPR), 2022
Chenqian Yan
Yuge Zhang
Quanlu Zhang
Yaming Yang
Xinyang Jiang
Yuqing Yang
Baoyuan Wang
CVBM
160
6
0
16 Mar 2022
WPNAS: Neural Architecture Search by jointly using Weight Sharing and Predictor
Ke Lin
A. Yong
Zhuoxin Gan
Yingying Jiang
153
0
0
04 Mar 2022
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
International Journal of Computer Vision (IJCV), 2022
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Katharina Eggensperger
OOD
167
23
0
15 Feb 2022
Heed the Noise in Performance Evaluations in Neural Architecture Search
A. Dushatskiy
Tanja Alderliesten
Peter A. N. Bosman
208
2
0
04 Feb 2022
Generalized Global Ranking-Aware Neural Architecture Ranker for Efficient Image Classifier Search
ACM Multimedia (ACM MM), 2022
Bicheng Guo
Tao Chen
Shibo He
Haoyu Liu
Lili Xu
Peng Ye
Jiming Chen
246
21
0
30 Jan 2022
Automated Deep Learning: Neural Architecture Search Is Not the End
Xuanyi Dong
D. Kedziora
Katarzyna Musial
Bogdan Gabrys
417
30
0
16 Dec 2021
Training BatchNorm Only in Neural Architecture Search and Beyond
Yichen Zhu
Jie Du
Yuqin Zhu
Yi Wang
Zhicai Ou
Feifei Feng
Jian Tang
258
1
0
01 Dec 2021
NAS-Bench-x11 and the Power of Learning Curves
Shen Yan
Colin White
Yash Savani
Katharina Eggensperger
199
33
0
05 Nov 2021
Parameter Prediction for Unseen Deep Architectures
Neural Information Processing Systems (NeurIPS), 2021
Boris Knyazev
M. Drozdzal
Graham W. Taylor
Adriana Romero Soriano
OOD
269
97
0
25 Oct 2021
GradSign: Model Performance Inference with Theoretical Insights
Zhihao Zhang
Zhihao Jia
263
35
0
16 Oct 2021
Accelerating Multi-Objective Neural Architecture Search by Random-Weight Evaluation
Complex & Intelligent Systems (CIS), 2021
Shengran Hu
Ran Cheng
Cheng He
Zhichao Lu
Jing Wang
Miao Zhang
186
10
0
08 Oct 2021
RankNAS: Efficient Neural Architecture Search by Pairwise Ranking
Chi Hu
Chenglong Wang
Xiangnan Ma
Xia Meng
Yinqiao Li
Tong Xiao
Jingbo Zhu
Changliang Li
220
13
0
15 Sep 2021
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving
Ruochen Wang
Xiangning Chen
Minhao Cheng
Xiaocheng Tang
Cho-Jui Hsieh
278
14
0
18 Aug 2021
Learning to Rank Ace Neural Architectures via Normalized Discounted Cumulative Gain
Yuge Zhang
Quan Zhang
Li Zhang
Yaming Yang
Chenqian Yan
Xiaotian Gao
Yuqing Yang
318
1
0
06 Aug 2021
FLASH: Fast Neural Architecture Search with Hardware Optimization
Guihong Li
Sumit K. Mandal
Ümit Y. Ogras
R. Marculescu
208
23
0
01 Aug 2021
Homogeneous Architecture Augmentation for Neural Predictor
IEEE International Conference on Computer Vision (ICCV), 2021
Yuqiao Liu
Yehui Tang
Yizhou Sun
145
32
0
28 Jul 2021
Boosting the Convergence of Reinforcement Learning-based Auto-pruning Using Historical Data
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (IEEE TCAD), 2021
Jiandong Mu
Mengdi Wang
Feiwen Zhu
Jun Yang
Weiran Lin
Wei Zhang
OnRL
102
2
0
16 Jul 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
191
10
0
12 Jun 2021
FNAS: Uncertainty-Aware Fast Neural Architecture Search
Jihao Liu
Ming Zhang
Yangting Sun
B. Liu
Guanglu Song
Yu Liu
Jiaming Song
262
7
0
25 May 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
163
40
0
26 Apr 2021
How Powerful are Performance Predictors in Neural Architecture Search?
Neural Information Processing Systems (NeurIPS), 2021
Colin White
Arber Zela
Binxin Ru
Yang Liu
Katharina Eggensperger
219
150
0
02 Apr 2021
Learning Versatile Neural Architectures by Propagating Network Codes
International Conference on Learning Representations (ICLR), 2021
Mingyu Ding
Yuqi Huo
Haoyu Lu
Linjie Yang
Zhe Wang
Zhiwu Lu
Jingdong Wang
Ping Luo
AAML
170
14
0
24 Mar 2021
Pretraining Neural Architecture Search Controllers with Locality-based Self-Supervised Learning
Kwanghee Choi
Minyoung Choe
Hyelee Lee
SSL
AI4CE
192
1
0
15 Mar 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
480
272
0
23 Feb 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
266
53
0
21 Feb 2021
An Evaluation of Edge TPU Accelerators for Convolutional Neural Networks
IEEE International Symposium on Workload Characterization (IISWC), 2021
K. Seshadri
Berkin Akin
James Laudon
Ravi Narayanaswami
Amir Yazdanbakhsh
311
138
0
20 Feb 2021
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