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1806.02639
Cited By
Path-Level Network Transformation for Efficient Architecture Search
7 June 2018
Han Cai
Jiacheng Yang
Weinan Zhang
Song Han
Yong Yu
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Papers citing
"Path-Level Network Transformation for Efficient Architecture Search"
50 / 103 papers shown
A Survey on Neural Architecture Search Based on Reinforcement Learning
Wenzhu Shao
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26 Sep 2024
LLM Guided Evolution -- The Automation of Models Advancing Models
Annual Conference on Genetic and Evolutionary Computation (GECCO), 2024
Clint Morris
Michael Jurado
Jason Zutty
231
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18 Mar 2024
CiMNet: Towards Joint Optimization for DNN Architecture and Configuration for Compute-In-Memory Hardware
Souvik Kundu
Anthony Sarah
Vinay Joshi
O. J. Omer
S. Subramoney
320
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19 Feb 2024
Efficacy of Neural Prediction-Based Zero-Shot NAS
Minh Le
Nhan Nguyen
N. H. Luong
395
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31 Aug 2023
Computation-efficient Deep Learning for Computer Vision: A Survey
Yulin Wang
Yizeng Han
Chaofei Wang
Shiji Song
Qi Tian
Gao Huang
VLM
360
38
0
27 Aug 2023
DCP-NAS: Discrepant Child-Parent Neural Architecture Search for 1-bit CNNs
International Journal of Computer Vision (IJCV), 2023
Yanjing Li
Sheng Xu
Xianbin Cao
Lian Zhuo
Baochang Zhang
Tian Wang
Guodong Guo
247
3
0
27 Jun 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining
Zhiying Jiang
Risheng Liu
Shuzhou Yang
Zengxi Zhang
Xin-Yue Fan
249
5
0
29 May 2023
Visual Tuning
ACM Computing Surveys (ACM Comput. Surv.), 2023
Bruce X. B. Yu
Jianlong Chang
Haixin Wang
Lin Liu
Shijie Wang
...
Lingxi Xie
Haojie Li
Zhouchen Lin
Qi Tian
Chang Wen Chen
VLM
531
64
0
10 May 2023
Neural Architecture Search: Insights from 1000 Papers
Colin White
Mahmoud Safari
R. Sukthanker
Binxin Ru
T. Elsken
Arber Zela
Debadeepta Dey
Katharina Eggensperger
3DV
AI4CE
513
208
0
20 Jan 2023
DQNAS: Neural Architecture Search using Reinforcement Learning
Anshumaan Chauhan
S. Bhattacharyya
S. Vadivel
OOD
140
7
0
17 Jan 2023
β
β
β
-DARTS++: Bi-level Regularization for Proxy-robust Differentiable Architecture Search
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Peng Ye
Tong He
Baopu Li
Tao Chen
Mengwei He
Wanli Ouyang
OOD
262
9
0
16 Jan 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
317
32
0
14 Jan 2023
Breaking the Architecture Barrier: A Method for Efficient Knowledge Transfer Across Networks
Maciej A. Czyzewski
Daniel Nowak
Kamila Piechowiak
207
4
0
28 Dec 2022
GraphPNAS: Learning Distribution of Good Neural Architectures via Deep Graph Generative Models
Muchen Li
Jeffrey Liu
Leonid Sigal
Renjie Liao
GNN
155
7
0
28 Nov 2022
HiveNAS: Neural Architecture Search using Artificial Bee Colony Optimization
M. Shahawy
E. Benkhelifa
251
1
0
18 Nov 2022
Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars
Neural Information Processing Systems (NeurIPS), 2022
Simon Schrodi
Daniel Stoll
Binxin Ru
R. Sukthanker
Thomas Brox
Katharina Eggensperger
348
10
0
03 Nov 2022
Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search
Slawomir Kierat
Mateusz Sieniawski
Denys Fridman
Chendi Yu
Szymon Migacz
Pawel M. Morkisz
A. Fit-Florea
3DPC
257
0
0
23 Sep 2022
On the Privacy Risks of Cell-Based NAS Architectures
Conference on Computer and Communications Security (CCS), 2022
Haiping Huang
Zhikun Zhang
Yun Shen
Michael Backes
Qi Li
Yang Zhang
258
8
0
04 Sep 2022
Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey
Dalin Zhang
Kaixuan Chen
Yan Zhao
B. Yang
Li-Ping Yao
Christian S. Jensen
375
7
0
22 Aug 2022
Bi-fidelity Evolutionary Multiobjective Search for Adversarially Robust Deep Neural Architectures
Neurocomputing (Neurocomputing), 2022
Jia-Wei Liu
Ran Cheng
Yaochu Jin
AAML
332
13
0
12 Jul 2022
Slimmable Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2022
Rang Meng
Weijie Chen
Shicai Yang
Mingli Song
Luojun Lin
Di Xie
Shiliang Pu
Xinchao Wang
Weilong Dai
Yueting Zhuang
252
17
0
14 Jun 2022
AutoLossGen: Automatic Loss Function Generation for Recommender Systems
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2022
Zelong Li
Jianchao Ji
Yingqiang Ge
Zelong Li
OffRL
222
27
0
27 Apr 2022
Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
Han Cai
Ji Lin
Chengyue Wu
Zhijian Liu
Haotian Tang
Hanrui Wang
Ligeng Zhu
Song Han
289
138
0
25 Apr 2022
Enhancing the Robustness, Efficiency, and Diversity of Differentiable Architecture Search
Chao Li
Jia Ning
Han Hu
Kun He
152
1
0
10 Apr 2022
Meta-Learning of NAS for Few-shot Learning in Medical Image Applications
Viet-Khoa Vo-Ho
Kashu Yamazaki
Hieu T. Hoang
Minh-Triet Tran
Ngan Le
224
5
0
16 Mar 2022
β
β
β
-DARTS: Beta-Decay Regularization for Differentiable Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2022
Peng Ye
Baopu Li
Yikang Li
Tao Chen
Jiayuan Fan
Wanli Ouyang
227
140
0
03 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
224
26
0
15 Feb 2022
Automated Deep Learning: Neural Architecture Search Is Not the End
Xuanyi Dong
D. Kedziora
Katarzyna Musial
Bogdan Gabrys
551
30
0
16 Dec 2021
Quantum Architecture Search via Continual Reinforcement Learning
Esther Ye
Samuel Yen-Chi Chen
354
43
0
10 Dec 2021
Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2021
Jiangchao Yao
Shengyu Zhang
Yang Yao
Feng Wang
Jianxin Ma
...
Kun Kuang
Chao-Xiang Wu
Leilei Gan
Jingren Zhou
Hongxia Yang
451
157
0
11 Nov 2021
CONetV2: Efficient Auto-Channel Size Optimization for CNNs
Yi Ru Wang
Samir Khaki
Weihang Zheng
Mahdi S. Hosseini
Konstantinos N. Plataniotis
350
6
0
13 Oct 2021
On the Security Risks of AutoML
USENIX Security Symposium (USENIX Security), 2021
Ren Pang
Zhaohan Xi
S. Ji
Xiapu Luo
Ting Wang
AAML
283
16
0
12 Oct 2021
Max and Coincidence Neurons in Neural Networks
Albert Lee
Kang L. Wang
118
1
0
04 Oct 2021
Pareto-wise Ranking Classifier for Multi-objective Evolutionary Neural Architecture Search
Lianbo Ma
Nan Li
Guo-Ding Yu
Xiao Geng
Min Huang
Xingwei Wang
274
85
0
14 Sep 2021
Efficient Visual Recognition with Deep Neural Networks: A Survey on Recent Advances and New Directions
Machine Intelligence Research (MIR), 2021
Yang Wu
Dingheng Wang
Xiaotong Lu
Fan Yang
Guoqi Li
Weiming Dong
Jianbo Shi
422
19
0
30 Aug 2021
Differentiable Neural Architecture Search with Morphism-based Transformable Backbone Architectures
Renlong Jie
Junbin Gao
194
1
0
14 Jun 2021
Memory-Efficient Differentiable Transformer Architecture Search
Findings (Findings), 2021
Yuekai Zhao
Li Dong
Yelong Shen
Zhihua Zhang
Furu Wei
Weizhu Chen
ViT
236
20
0
31 May 2021
Reconsidering CO2 emissions from Computer Vision
André Fu
Mahdi S. Hosseini
Konstantinos N. Plataniotis
197
15
0
18 Apr 2021
Quantum Architecture Search via Deep Reinforcement Learning
En-Jui Kuo
Yao-Lung L. Fang
Samuel Yen-Chi Chen
AI4CE
290
120
0
15 Apr 2021
On Evolving Attention Towards Domain Adaptation
Kekai Sheng
Ke Li
Xiawu Zheng
Jian Liang
Weiming Dong
Feiyue Huang
Rongrong Ji
Xing Sun
214
8
0
25 Mar 2021
GPNAS: A Neural Network Architecture Search Framework Based on Graphical Predictor
Dige Ai
Hong Zhang
AI4CE
272
0
0
19 Mar 2021
NAS-TC: Neural Architecture Search on Temporal Convolutions for Complex Action Recognition
Pengzhen Ren
Gang Xiao
Xiaojun Chang
Yun Xiao
Zhihui Li
Xiaojiang Chen
ViT
222
7
0
17 Mar 2021
Towards Improving the Consistency, Efficiency, and Flexibility of Differentiable Neural Architecture Search
Computer Vision and Pattern Recognition (CVPR), 2021
Jianlong Wu
Shan You
Hongyang Li
Haiwei Yang
Chao Qian
Zhouchen Lin
223
51
0
27 Jan 2021
Resource-efficient DNNs for Keyword Spotting using Neural Architecture Search and Quantization
International Conference on Pattern Recognition (ICPR), 2020
David Peter
Wolfgang Roth
Franz Pernkopf
263
7
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18 Dec 2020
On the performance of deep learning for numerical optimization: an application to protein structure prediction
Applied Soft Computing (ASC), 2020
H. Rakhshani
L. Idoumghar
Soheila Ghambari
Julien Lepagnot
Mathieu Brévilliers
243
9
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17 Dec 2020
Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning
Neural Information Processing Systems (NeurIPS), 2020
Woosuk Kwon
Gyeong-In Yu
Eunji Jeong
Byung-Gon Chun
207
86
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04 Dec 2020
IOS: Inter-Operator Scheduler for CNN Acceleration
Conference on Machine Learning and Systems (MLSys), 2020
Yaoyao Ding
Ligeng Zhu
Zhihao Jia
Gennady Pekhimenko
Song Han
311
85
0
02 Nov 2020
ISTA-NAS: Efficient and Consistent Neural Architecture Search by Sparse Coding
Jianlong Wu
Hongyang Li
Shan You
Haiwei Yang
Chao Qian
Zhouchen Lin
251
65
0
13 Oct 2020
Binarized Neural Architecture Search for Efficient Object Recognition
International Journal of Computer Vision (IJCV), 2020
Hanlin Chen
Lian Zhuo
Baochang Zhang
Xiawu Zheng
Jianzhuang Liu
Rongrong Ji
David Doermann
G. Guo
MQ
174
22
0
08 Sep 2020
Hardware-Centric AutoML for Mixed-Precision Quantization
International Journal of Computer Vision (IJCV), 2020
Kuan-Chieh Wang
Zhijian Liu
Chengyue Wu
Ji Lin
Song Han
MQ
165
18
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11 Aug 2020
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