Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search

4 January 2019

Papers citing "Multi-Objective Reinforced Evolution in Mobile Neural Architecture Search"

41 / 41 papers shown

Title
Multi-Objective Hardware Aware Neural Architecture Search using Hardware Cost Diversity Nilotpal Sinha Peyman Rostami Abd El Rahman Shabayek Anis Kacem Djamila Aouada 35 0 0 15 Apr 2024
Multi-Objective Evolutionary Neural Architecture Search for Recurrent Neural Networks Reinhard Booysen Anna Sergeevna Bosman 30 1 0 17 Mar 2024
Multi-conditioned Graph Diffusion for Neural Architecture Search Rohan Asthana Joschua Conrad Youssef Dawoud M. Ortmanns Vasileios Belagiannis GNN AI4CE 31 5 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 16 5 0 29 Nov 2023
Hardware Aware Evolutionary Neural Architecture Search using Representation Similarity Metric Nilotpal Sinha Abd El Rahman Shabayek Anis Kacem Peyman Rostami Carl Shneider Djamila Aouada 36 4 0 07 Nov 2023
A Survey on Multi-Objective Neural Architecture Search Seyed Mahdi Shariatzadeh M. Fathy R. Berangi M. Shahverdy 25 1 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 17 7 0 28 Feb 2023
Efficiently Controlling Multiple Risks with Pareto Testing Bracha Laufer-Goldshtein Adam Fisch Regina Barzilay Tommi Jaakkola 34 16 0 14 Oct 2022
Hitchhiker's Guide to Super-Resolution: Introduction and Recent Advances Brian B. Moser Federico Raue Stanislav Frolov Jörn Hees Sebastián M. Palacio Andreas Dengel 31 34 0 27 Sep 2022
Survey on Evolutionary Deep Learning: Principles, Algorithms, Applications and Open Issues Nan Li Lianbo Ma Guo-Ding Yu Bing Xue Mengjie Zhang Yaochu Jin 22 70 0 23 Aug 2022
Online Video Super-Resolution with Convolutional Kernel Bypass Graft Jun Xiao Xinyang Jiang Ningxin Zheng Hua Yang Yifan Yang Yuqing Yang Dongsheng Li Kin-Man Lam SupR 15 25 0 04 Aug 2022
Compiler-Aware Neural Architecture Search for On-Mobile Real-time Super-Resolution Yushu Wu Yifan Gong Pu Zhao Yanyu Li Zheng Zhan Wei Niu Hao Tang Minghai Qin Bin Ren Yanzhi Wang SupR MQ 27 23 0 25 Jul 2022
Cross-receptive Focused Inference Network for Lightweight Image Super-Resolution Wenjie Li Juncheng Li Guangwei Gao Jiantao Zhou Jian Yang Guo-Jun Qi SupR 24 30 0 06 Jul 2022
Multi-Objective Hyperparameter Optimization in Machine Learning -- An Overview Florian Karl Tobias Pielok Julia Moosbauer Florian Pfisterer Stefan Coors ... Jakob Richter Michel Lang Eduardo C. Garrido-Merchán Juergen Branke B. Bischl AI4CE 26 56 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 20 35 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 19 41 0 18 Aug 2021
Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNAS Joonyoung Ahn N. Cho 13 10 0 19 Apr 2021
Collapsible Linear Blocks for Super-Efficient Super Resolution Kartikeya Bhardwaj M. Milosavljevic Liam OÑeil Dibakar Gope Ramon Matas Navarro A. Chalfin Naveen Suda Lingchuan Meng Danny Loh SupR 16 39 0 17 Mar 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane K. E. Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 26 95 0 22 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 35 22 0 21 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image Restoration Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 20 13 0 24 Dec 2020
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning Xuehui Wang Qing Wang Yuzhi Zhao Junchi Yan Lei Fan Long Chen SupR 23 46 0 13 Nov 2020
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution Armin Mehri P. B. Ardakani A. Sappa SupR 16 70 0 09 Nov 2020
Attention Cube Network for Image Restoration Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 16 24 0 13 Sep 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and Challenges Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos S. Tabik Daniel Molina Francisco Herrera 19 26 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 33 108 0 04 Aug 2020
Journey Towards Tiny Perceptual Super-Resolution Royson Lee L. Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 38 53 0 08 Jul 2020
Local Search is a Remarkably Strong Baseline for Neural Architecture Search T. D. Ottelander A. Dushatskiy M. Virgolin Peter A. N. Bosman OOD 17 38 0 20 Apr 2020
GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet Shan You Tao Huang Mingmin Yang Fei-Yue Wang Chao Qian Changshui Zhang 11 143 0 25 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
MixPath: A Unified Approach for One-shot Neural Architecture Search Xiangxiang Chu Shun Lu Xudong Li Bo-Wen Zhang 11 21 0 16 Jan 2020
Neural Architecture Search on Acoustic Scene Classification Jixiang Li Chuming Liang Bo-Wen Zhang Zhao Wang Fei Xiang Xiangxiang Chu 18 15 0 30 Dec 2019
MoGA: Searching Beyond MobileNetV3 Xiangxiang Chu Bo-Wen Zhang Ruijun Xu 19 42 0 04 Aug 2019
FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Ruijun Xu 11 331 0 03 Jul 2019
Object Detection in 20 Years: A Survey Zhengxia Zou Keyan Chen Zhenwei Shi Yuhong Guo Jieping Ye VLM ObjD AI4TS 25 2,278 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 18 7 0 22 Apr 2019
Lightweight Image Super-Resolution with Adaptive Weighted Learning Network Chaofeng Wang Zheng Li Jun Shi 22 100 0 04 Apr 2019
A Matrix-in-matrix Neural Network for Image Super Resolution Hailong Ma Xiangxiang Chu Bo-Wen Zhang Shaohua Wan Bo Zhang SupR 24 7 0 19 Mar 2019
Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search Xiangxiang Chu Bo-Wen Zhang Hailong Ma Ruijun Xu Qingyuan Li SupR 22 247 0 22 Jan 2019
Efficient Multi-objective Neural Architecture Search via Lamarckian Evolution T. Elsken J. H. Metzen Frank Hutter 117 498 0 24 Apr 2018
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016