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2008.01475
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Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap
4 August 2020
Lingxi Xie
Xin Chen
Kaifeng Bi
Longhui Wei
Yuhui Xu
Zhengsu Chen
Lanfei Wang
Anxiang Xiao
Jianlong Chang
Xiaopeng Zhang
Qi Tian
ViT
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Papers citing
"Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap"
27 / 27 papers shown
Title
Modular Machine Learning: An Indispensable Path towards New-Generation Large Language Models
X. Wang
Haoyang Li
Zeyang Zhang
H. Chen
Wenwu Zhu
LRM
77
0
0
28 Apr 2025
Combining Neural Architecture Search and Automatic Code Optimization: A Survey
Inas Bachiri
Hadjer Benmeziane
Smail Niar
Riyadh Baghdadi
Hamza Ouarnoughi
Abdelkrime Aries
38
0
0
07 Aug 2024
A priori compression of convolutional neural networks for wave simulators
Hamza Boukraichi
N. Akkari
F. Casenave
David Ryckelynck
18
2
0
11 Apr 2023
Neural Architecture Search for Dense Prediction Tasks in Computer Vision
T. Elsken
Arber Zela
J. H. Metzen
B. Staffler
Thomas Brox
Abhinav Valada
Frank Hutter
OOD
28
17
0
15 Feb 2022
AutoHEnsGNN: Winning Solution to AutoGraph Challenge for KDD Cup 2020
Jin Xu
Mingjian Chen
Jianqiang Huang
Xingyuan Tang
Ke Hu
Jian Li
Jia Cheng
Jun Lei
15
2
0
25 Nov 2021
TND-NAS: Towards Non-differentiable Objectives in Progressive Differentiable NAS Framework
Bo Lyu
S. Wen
15
2
0
06 Nov 2021
L
2
^{2}
2
NAS: Learning to Optimize Neural Architectures via Continuous-Action Reinforcement Learning
Keith G. Mills
Fred X. Han
Mohammad Salameh
Seyed Saeed Changiz Rezaei
Linglong Kong
Wei Lu
Shuo Lian
Shangling Jui
Di Niu
10
10
0
25 Sep 2021
DHA: End-to-End Joint Optimization of Data Augmentation Policy, Hyper-parameter and Architecture
Kaichen Zhou
Lanqing Hong
Shuailiang Hu
Fengwei Zhou
Binxin Ru
Jiashi Feng
Zhenguo Li
43
10
0
13 Sep 2021
FEAR: A Simple Lightweight Method to Rank Architectures
Debadeepta Dey
Shital C. Shah
Sébastien Bubeck
OOD
14
4
0
07 Jun 2021
What Is Considered Complete for Visual Recognition?
Lingxi Xie
Xiaopeng Zhang
Longhui Wei
Jianlong Chang
Qi Tian
VLM
16
4
0
28 May 2021
Searching Efficient Model-guided Deep Network for Image Denoising
Qiang Ning
W. Dong
Xin Li
Jinjian Wu
Leida Li
Guangming Shi
25
7
0
06 Apr 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
Shen Yan
Kaiqiang Song
Z. Feng
Mi Zhang
20
24
0
14 Feb 2021
Accurate and Lightweight Image Super-Resolution with Model-Guided Deep Unfolding Network
Qiang Ning
W. Dong
Guangming Shi
Leida Li
Xin Li
17
44
0
14 Sep 2020
Cyclic Differentiable Architecture Search
Hongyuan Yu
Houwen Peng
Yan Huang
Jianlong Fu
Hao Du
Liang Wang
Haibin Ling
3DPC
19
48
0
18 Jun 2020
Learning Dynamic Routing for Semantic Segmentation
Yanwei Li
Lin Song
Yukang Chen
Zeming Li
X. Zhang
Xingang Wang
Jian-jun Sun
SSeg
80
161
0
23 Mar 2020
Probabilistic Dual Network Architecture Search on Graphs
Yiren Zhao
Duo Wang
Xitong Gao
Robert D. Mullins
Pietro Lió
M. Jamnik
GNN
AI4CE
43
27
0
21 Mar 2020
AutoGluon-Tabular: Robust and Accurate AutoML for Structured Data
Nick Erickson
Jonas W. Mueller
Alexander Shirkov
Hang Zhang
Pedro Larroy
Mu Li
Alex Smola
LMTD
84
598
0
13 Mar 2020
Hierarchical Neural Architecture Search for Single Image Super-Resolution
Yong Guo
Yongsheng Luo
Zhenhao He
Jin Huang
Jian Chen
SupR
54
49
0
10 Mar 2020
ADWPNAS: Architecture-Driven Weight Prediction for Neural Architecture Search
Xu Zhang
Chenjun Zhou
Bo Gu
20
1
0
03 Mar 2020
NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search
Arber Zela
Julien N. Siems
Frank Hutter
72
147
0
28 Jan 2020
Auto-GNN: Neural Architecture Search of Graph Neural Networks
Kaixiong Zhou
Qingquan Song
Xiao Huang
Xia Hu
GNN
56
178
0
07 Sep 2019
IRLAS: Inverse Reinforcement Learning for Architecture Search
Minghao Guo
Zhaobai Zhong
Wei Yu Wu
Dahua Lin
Junjie Yan
3DV
37
37
0
13 Dec 2018
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T. Elsken
J. H. Metzen
Frank Hutter
117
498
0
24 Apr 2018
Building machines that adapt and compute like brains
Brenden Lake
J. Tenenbaum
AI4CE
FedML
NAI
AILaw
243
891
0
11 Nov 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
243
11,659
0
09 Mar 2017
Aggregated Residual Transformations for Deep Neural Networks
Saining Xie
Ross B. Girshick
Piotr Dollár
Z. Tu
Kaiming He
263
10,196
0
16 Nov 2016
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
264
5,319
0
05 Nov 2016
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