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1901.01074
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Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search
4 January 2019
Xiangxiang Chu
Bo Zhang
Ruijun Xu
Hailong Ma
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Papers citing
"Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search"
44 / 44 papers shown
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Jungyu Jin
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116
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A Continuous Encoding-Based Representation for Efficient Multi-Fidelity Multi-Objective Neural Architecture Search
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C. Ooi
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02 Sep 2025
RAGSR: Regional Attention Guided Diffusion for Image Super-Resolution
Haodong He
Y. Bai
Rui Lan
Xu Duan
Lei Sun
Xiangxiang Chu
Gui-Song Xia
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114
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22 Aug 2025
Dextr: Zero-Shot Neural Architecture Search with Singular Value Decomposition and Extrinsic Curvature
Rohan Asthana
Joschua Conrad
M. Ortmanns
Vasileios Belagiannis
116
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0
18 Aug 2025
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity
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Peyman Rostami
Abd El Rahman Shabayek
Anis Kacem
Djamila Aouada
258
5
0
15 Apr 2024
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks
Reinhard Booysen
Anna Sergeevna Bosman
234
3
0
17 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search
Rohan Asthana
Joschua Conrad
Youssef Dawoud
M. Ortmanns
Vasileios Belagiannis
GNN
AI4CE
253
13
0
09 Mar 2024
TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection
Ijazul Haq
Byung Suk Lee
Donna M. Rizzo
AI4TS
277
15
0
29 Nov 2023
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Nilotpal Sinha
Abd El Rahman Shabayek
Anis Kacem
Peyman Rostami
Carl Shneider
Djamila Aouada
241
8
0
07 Nov 2023
A Survey on Multi-Objective Neural Architecture Search
Seyed Mahdi Shariatzadeh
M. Fathy
R. Berangi
M. Shahverdy
245
2
0
18 Jul 2023
GRAN: Ghost Residual Attention Network for Single Image Super Resolution
Axi Niu
Pei Wang
Yu Zhu
Jinqiu Sun
Qingsen Yan
Yanning Zhang
SupR
166
9
0
28 Feb 2023
Efficiently Controlling Multiple Risks with Pareto Testing
Bracha Laufer-Goldshtein
Adam Fisch
Regina Barzilay
Tommi Jaakkola
321
17
0
14 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Brian B. Moser
Federico Raue
Stanislav Frolov
Jörn Hees
Sebastián M. Palacio
Andreas Dengel
295
44
0
27 Sep 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues
ACM Computing Surveys (ACM CSUR), 2022
Nan Li
Lianbo Ma
Guo-Ding Yu
Bing Xue
Mengjie Zhang
Yaochu Jin
189
98
0
23 Aug 2022
Online Video Super-Resolution with Convolutional Kernel Bypass Graft
IEEE transactions on multimedia (IEEE TMM), 2022
Jun Xiao
Xinyang Jiang
Ningxin Zheng
Hua Yang
Yifan Yang
Yuqing Yang
Dongsheng Li
Kin-Man Lam
SupR
176
33
0
04 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
196
33
0
25 Jul 2022
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution
IEEE transactions on multimedia (IEEE TMM), 2022
Wenjie Li
Juncheng Li
Guangwei Gao
Jiantao Zhou
Jian Yang
Guo-Jun Qi
SupR
244
59
0
06 Jul 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview
ACM Transactions on Evolutionary Learning and Optimization (TELO), 2022
Florian Karl
Tobias Pielok
Julia Moosbauer
Florian Pfisterer
Stefan Coors
...
Jakob Richter
Michel Lang
Eduardo C. Garrido-Merchán
Juergen Branke
J. Herbinger
AI4CE
348
85
0
15 Jun 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution
Wenbin Zou
Tian-Chun Ye
Weixin Zheng
Yunchen Zhang
Liang Chen
Yi Wu
ViT
167
54
0
19 Apr 2022
Achieving on-Mobile Real-Time Super-Resolution with Neural Architecture and Pruning Search
Zheng Zhan
Yifan Gong
Pu Zhao
Geng Yuan
Wei Niu
...
Malith Jayaweera
David Kaeli
Bin Ren
Xue Lin
Yanzhi Wang
SupR
215
58
0
18 Aug 2021
Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNAS
International Conference on Pattern Recognition (ICPR), 2021
Joonyoung Ahn
N. Cho
157
12
0
19 Apr 2021
Collapsible Linear Blocks for Super-Efficient Super Resolution
Conference on Machine Learning and Systems (MLSys), 2021
Kartikeya Bhardwaj
M. Milosavljevic
Liam OÑeil
Dibakar Gope
Ramon Matas Navarro
A. Chalfin
Naveen Suda
Lingchuan Meng
Danny Loh
SupR
342
46
0
17 Mar 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search
Hadjer Benmeziane
Kaoutar El Maghraoui
Hamza Ouarnoughi
Smail Niar
Martin Wistuba
Naigang Wang
218
130
0
22 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution
Ying Nie
Kai Han
Zhenhua Liu
Chunjing Xu
Yunhe Wang
OOD
301
26
0
21 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration
International Journal of Computer Vision (IJCV), 2020
Haokui Zhang
Ying Li
Hao Chen
Chengrong Gong
Zongwen Bai
Chunhua Shen
306
16
0
24 Dec 2020
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning
Asian Conference on Computer Vision (ACCV), 2020
Xuehui Wang
Qing Wang
Yuzhi Zhao
Junchi Yan
Lei Fan
Long Chen
SupR
154
58
0
13 Nov 2020
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution
Armin Mehri
P. B. Ardakani
A. Sappa
SupR
184
90
0
09 Nov 2020
Attention Cube Network for Image Restoration
ACM Multimedia (ACM MM), 2020
Yucheng Hang
Q. Liao
Wenming Yang
Yupeng Chen
Jie Zhou
215
25
0
13 Sep 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges
Information Fusion (Inf. Fusion), 2020
Aritz D. Martinez
Javier Del Ser
Esther Villar-Rodriguez
E. Osaba
Javier Poyatos
Siham Tabik
Daniel Molina
Francisco Herrera
304
31
0
09 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
388
117
0
04 Aug 2020
Journey Towards Tiny Perceptual Super-Resolution
European Conference on Computer Vision (ECCV), 2020
Royson Lee
Łukasz Dudziak
Mohamed S. Abdelfattah
Stylianos I. Venieris
Hyeji Kim
Hongkai Wen
Nicholas D. Lane
SupR
172
59
0
08 Jul 2020
Local Search is a Remarkably Strong Baseline for Neural Architecture Search
International Conference on Evolutionary Multi-Criterion Optimization (EMO), 2020
T. D. Ottelander
A. Dushatskiy
M. Virgolin
Peter A. N. Bosman
OOD
245
39
0
20 Apr 2020
GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet
Computer Vision and Pattern Recognition (CVPR), 2020
Shan You
Tao Huang
Mingmin Yang
Haiwei Yang
Chao Qian
Changshui Zhang
195
153
0
25 Mar 2020
Hierarchical Neural Architecture Search for Single Image Super-Resolution
IEEE Signal Processing Letters (IEEE SPL), 2020
Yong Guo
Yongsheng Luo
Zhenhao He
Jin Huang
Jian Chen
SupR
257
52
0
10 Mar 2020
MixPath: A Unified Approach for One-shot Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2020
Xiangxiang Chu
Shun Lu
Xudong Li
Bo Zhang
421
24
0
16 Jan 2020
Neural Architecture Search on Acoustic Scene Classification
Interspeech (Interspeech), 2019
Jixiang Li
Chuming Liang
Bo Zhang
Zhao Wang
Fei Xiang
Xiangxiang Chu
163
15
0
30 Dec 2019
MoGA: Searching Beyond MobileNetV3
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Xiangxiang Chu
Bo Zhang
Ruijun Xu
306
49
0
04 Aug 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search
IEEE International Conference on Computer Vision (ICCV), 2019
Xiangxiang Chu
Bo Zhang
Ruijun Xu
375
352
0
03 Jul 2019
Object Detection in 20 Years: A Survey
Proceedings of the IEEE (Proc. IEEE), 2019
Zhengxia Zou
Keyan Chen
Zhenwei Shi
Yuhong Guo
Jieping Ye
VLM
ObjD
AI4TS
473
3,041
0
13 May 2019
Towards Learning of Filter-Level Heterogeneous Compression of Convolutional Neural Networks
Y. Zur
Chaim Baskin
Evgenii Zheltonozhskii
Brian Chmiel
Itay Evron
A. Bronstein
A. Mendelson
MQ
227
7
0
22 Apr 2019
Lightweight Image Super-Resolution with Adaptive Weighted Learning Network
Chaofeng Wang
Zheng Li
Jun Shi
134
111
0
04 Apr 2019
A Matrix-in-matrix Neural Network for Image Super Resolution
Hailong Ma
Xiangxiang Chu
Bo Zhang
Shaohua Wan
Bo Zhang
SupR
128
7
0
19 Mar 2019
Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search
Xiangxiang Chu
Bo Zhang
Hailong Ma
Ruijun Xu
Qingyuan Li
SupR
340
279
0
22 Jan 2019
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