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1905.04919
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BayesNAS: A Bayesian Approach for Neural Architecture Search
13 May 2019
Hongpeng Zhou
Minghao Yang
Jun Wang
Wei Pan
BDL
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Papers citing
"BayesNAS: A Bayesian Approach for Neural Architecture Search"
45 / 45 papers shown
Title
AgentSquare: Automatic LLM Agent Search in Modular Design Space
Yu Shang
Yu Li
Keyu Zhao
Likai Ma
Jiaheng Liu
Fengli Xu
Yong Li
LLMAG
50
9
0
08 Oct 2024
TG-NAS: Leveraging Zero-Cost Proxies with Transformer and Graph Convolution Networks for Efficient Neural Architecture Search
Ye Qiao
Haocheng Xu
Sitao Huang
26
0
0
30 Mar 2024
FTSO: Effective NAS via First Topology Second Operator
Likang Wang
Lei Chen
25
9
0
28 Feb 2023
ZiCo: Zero-shot NAS via Inverse Coefficient of Variation on Gradients
Guihong Li
Yuedong Yang
Kartikeya Bhardwaj
R. Marculescu
36
60
0
26 Jan 2023
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
74
4
0
11 Nov 2022
CLOSE: Curriculum Learning On the Sharing Extent Towards Better One-shot NAS
Zixuan Zhou
Xuefei Ning
Y. Cai
Jiashu Han
Yiping Deng
Yuhan Dong
Huazhong Yang
Yu Wang
3DPC
28
12
0
16 Jul 2022
Towards Self-supervised and Weight-preserving Neural Architecture Search
Zhuowei Li
Yibo Gao
Zhenzhou Zha
Hu Zhiqiang
Qing Xia
Shaoting Zhang
Dimitris N. Metaxas
27
4
0
08 Jun 2022
A Survey on Computationally Efficient Neural Architecture Search
Shiqing Liu
Haoyu Zhang
Yaochu Jin
30
41
0
03 Jun 2022
Machine Learning for Microcontroller-Class Hardware: A Review
Swapnil Sayan Saha
S. Sandha
Mani B. Srivastava
24
118
0
29 May 2022
Automating Neural Architecture Design without Search
Zixuan Liang
Yanan Sun
3DV
23
0
0
21 Apr 2022
AutoCoMet: Smart Neural Architecture Search via Co-Regulated Shaping Reinforcement
M. Das
Brijraj Singh
Harsh Chheda
Pawan Sharma
NS Pradeep
33
0
0
29 Mar 2022
Generalizing Few-Shot NAS with Gradient Matching
Shou-Yong Hu
Ruochen Wang
Lanqing Hong
Zhenguo Li
Cho-Jui Hsieh
Jiashi Feng
25
23
0
29 Mar 2022
Automated Learning for Deformable Medical Image Registration by Jointly Optimizing Network Architectures and Objective Functions
Xin-Yue Fan
Zi Li
Ziyang Li
Xiaolin Wang
Risheng Liu
Zhongxuan Luo
Hao Huang
21
11
0
14 Mar 2022
Model Architecture Adaption for Bayesian Neural Networks
Duo Wang
Yiren Zhao
Ilia Shumailov
Robert D. Mullins
UQCV
OOD
BDL
18
0
0
09 Feb 2022
Transformers Can Do Bayesian Inference
Samuel G. Müller
Noah Hollmann
Sebastian Pineda Arango
Josif Grabocka
Frank Hutter
BDL
UQCV
22
140
0
20 Dec 2021
Automated Deep Learning: Neural Architecture Search Is Not the End
Xuanyi Dong
D. Kedziora
Katarzyna Musial
Bogdan Gabrys
25
26
0
16 Dec 2021
Learning from Mistakes based on Class Weighting with Application to Neural Architecture Search
Jay P. Gala
P. Xie
29
1
0
01 Dec 2021
NAS-FCOS: Efficient Search for Object Detection Architectures
Ning Wang
Yang Gao
Hao Chen
Peng Wang
Zhi Tian
Chunhua Shen
Yanning Zhang
ObjD
59
19
0
24 Oct 2021
Observations on K-image Expansion of Image-Mixing Augmentation for Classification
Joonhyun Jeong
Sungmin Cha
Jongwon Choi
Sangdoo Yun
Taesup Moon
Y. Yoo
VLM
16
6
0
08 Oct 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
56
10
0
13 Sep 2021
iDARTS: Improving DARTS by Node Normalization and Decorrelation Discretization
Huiqun Wang
Ruijie Yang
Di Huang
Yunhong Wang
16
27
0
25 Aug 2021
Rethinking Architecture Selection in Differentiable NAS
Ruochen Wang
Minhao Cheng
Xiangning Chen
Xiaocheng Tang
Cho-Jui Hsieh
24
172
0
10 Aug 2021
Sparse Bayesian Deep Learning for Dynamic System Identification
Hongpeng Zhou
Chahine Ibrahim
W. Zheng
Wei Pan
BDL
23
25
0
27 Jul 2021
CATE: Computation-aware Neural Architecture Encoding with Transformers
Shen Yan
Kaiqiang Song
Z. Feng
Mi Zhang
22
24
0
14 Feb 2021
Learning by Passing Tests, with Application to Neural Architecture Search
Xuefeng Du
Haochen Zhang
P. Xie
18
4
0
30 Nov 2020
Inter-layer Transition in Neural Architecture Search
Benteng Ma
Jing Zhang
Yong-quan Xia
Dacheng Tao
34
4
0
30 Nov 2020
G-DARTS-A: Groups of Channel Parallel Sampling with Attention
Zhaowen Wang
Wei Zhang
Zhiming Wang
19
3
0
16 Oct 2020
FIVES: Feature Interaction Via Edge Search for Large-Scale Tabular Data
Yuexiang Xie
Zhen Wang
Yaliang Li
Bolin Ding
Nezihe Merve Gürel
Ce Zhang
Minlie Huang
Wei Lin
Jingren Zhou
49
28
0
29 Jul 2020
Few-shot Neural Architecture Search
Yiyang Zhao
Linnan Wang
Yuandong Tian
Rodrigo Fonseca
Tian Guo
23
90
0
11 Jun 2020
A Comprehensive Survey of Neural Architecture Search: Challenges and Solutions
Pengzhen Ren
Yun Xiao
Xiaojun Chang
Po-Yao (Bernie) Huang
Zhihui Li
Xiaojiang Chen
Xin Wang
AI4CE
48
653
0
01 Jun 2020
Disturbance-immune Weight Sharing for Neural Architecture Search
Shuaicheng Niu
Jiaxiang Wu
Yifan Zhang
Yong Guo
P. Zhao
Junzhou Huang
Mingkui Tan
15
27
0
29 Mar 2020
How to Train Your Super-Net: An Analysis of Training Heuristics in Weight-Sharing NAS
Kaicheng Yu
René Ranftl
Mathieu Salzmann
27
34
0
09 Mar 2020
Semi-Supervised Neural Architecture Search
Renqian Luo
Xu Tan
Rui Wang
Tao Qin
Enhong Chen
Tie-Yan Liu
13
88
0
24 Feb 2020
Latency-Aware Differentiable Neural Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Bowen Shi
Qi Tian
H. Xiong
OOD
35
33
0
17 Jan 2020
Neural Predictor for Neural Architecture Search
W. Wen
Hanxiao Liu
H. Li
Yiran Chen
Gabriel Bender
Pieter-Jan Kindermans
37
194
0
02 Dec 2019
Exploiting Operation Importance for Differentiable Neural Architecture Search
Xukai Xie
Yuan Zhou
S. Kung
17
34
0
24 Nov 2019
BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search
Colin White
W. Neiswanger
Yash Savani
BDL
42
313
0
25 Oct 2019
Balanced One-shot Neural Architecture Optimization
Renqian Luo
Tao Qin
Enhong Chen
BDL
22
14
0
24 Sep 2019
AutoML: A Survey of the State-of-the-Art
Xin He
Kaiyong Zhao
X. Chu
20
1,419
0
02 Aug 2019
Efficient Novelty-Driven Neural Architecture Search
Miao Zhang
Huiqi Li
Shirui Pan
Taoping Liu
Steven W. Su
23
1
0
22 Jul 2019
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search
Yuhui Xu
Lingxi Xie
Xiaopeng Zhang
Xin Chen
Guo-Jun Qi
Qi Tian
H. Xiong
27
603
0
12 Jul 2019
NAS-FCOS: Fast Neural Architecture Search for Object Detection
Ning Wang
Yang Gao
Hao Chen
Peng Wang
Zhi Tian
Chunhua Shen
Yanning Zhang
ObjD
23
192
0
11 Jun 2019
Which Tasks Should Be Learned Together in Multi-task Learning?
Trevor Scott Standley
Amir Zamir
Dawn Chen
Leonidas J. Guibas
Jitendra Malik
Silvio Savarese
15
502
0
18 May 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution
T. Elsken
J. H. Metzen
Frank Hutter
131
498
0
24 Apr 2018
Neural Architecture Search with Reinforcement Learning
Barret Zoph
Quoc V. Le
271
5,329
0
05 Nov 2016
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