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Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search

22 January 2019

Papers citing "Fast, Accurate and Lightweight Super-Resolution with Neural Architecture Search"

50 / 101 papers shown

Title
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 193 57 0 18 Aug 2021
MFAGAN: A Compression Framework for Memory-Efficient On-Device Super-Resolution GANSocial Science Research Network (SSRN), 2021 Wenlong Cheng Mingbo Zhao Zhiling Ye Shuhang Gu 151 24 0 27 Jul 2021
Pyramidal Dense Attention Networks for Lightweight Image Super-Resolution Huapeng Wu Jie Gui Jun Zhang James T. Kwok Zhihui Wei SupR 78 4 0 13 Jun 2021
LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and BeyondNeural Information Processing Systems (NeurIPS), 2021 Wenbo Li Kun Zhou Lu Qi Nianjuan Jiang Jiangbo Lu Jiaya Jia 141 241 0 21 May 2021
Differentiable Neural Architecture Search for Extremely Lightweight Image Super-Resolution Han Huang Li Shen Chaoyang He Weiming Dong Wei Liu 86 25 0 09 May 2021
Neural Architecture Search for Image Super-Resolution Using Densely Constructed Search Space: DeCoNASInternational Conference on Pattern Recognition (ICPR), 2021 Joonyoung Ahn N. Cho 129 12 0 19 Apr 2021
Searching Efficient Model-guided Deep Network for Image DenoisingIEEE Transactions on Image Processing (TIP), 2021 Qiang Ning Weiming Dong Xin Li Jinjian Wu Leida Li Guangming Shi 138 8 0 06 Apr 2021
Collapsible Linear Blocks for Super-Efficient Super ResolutionConference 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 264 45 0 17 Mar 2021
Learning Frequency-aware Dynamic Network for Efficient Super-ResolutionIEEE International Conference on Computer Vision (ICCV), 2021 Wenbin Xie Dehua Song Chang Xu Chunjing Xu Hui Zhang Yunhe Wang SupR 192 83 0 15 Mar 2021
Investigating Bi-Level Optimization for Learning and Vision from a Unified Perspective: A Survey and BeyondIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 Risheng Liu Jiaxin Gao Jin Zhang Deyu Meng Zhouchen Lin AI4CE 436 261 0 27 Jan 2021
A Comprehensive Survey on Hardware-Aware Neural Architecture Search Hadjer Benmeziane Kaoutar El Maghraoui Hamza Ouarnoughi Smail Niar Martin Wistuba Naigang Wang 182 127 0 22 Jan 2021
GhostSR: Learning Ghost Features for Efficient Image Super-Resolution Ying Nie Kai Han Zhenhua Liu Chunjing Xu Yunhe Wang OOD 286 26 0 21 Jan 2021
3D-ANAS: 3D Asymmetric Neural Architecture Search for Fast Hyperspectral Image ClassificationIEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021 Haokui Zhang Chengrong Gong Yunpeng Bai Zongwen Bai Ying Li 153 32 0 12 Jan 2021
Memory-Efficient Hierarchical Neural Architecture Search for Image RestorationInternational Journal of Computer Vision (IJCV), 2020 Haokui Zhang Ying Li Hao Chen Chengrong Gong Zongwen Bai Chunhua Shen 262 15 0 24 Dec 2020
DAQ: Channel-Wise Distribution-Aware Quantization for Deep Image Super-Resolution NetworksIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2020 Chee Hong Heewon Kim Sungyong Baik Junghun Oh Kyoung Mu Lee OOD SupR MQ 257 48 0 21 Dec 2020
Searching for Controllable Image Restoration NetworksIEEE International Conference on Computer Vision (ICCV), 2020 Heewon Kim Sungyong Baik Myungsub Choi Janghoon Choi Kyoung Mu Lee 138 9 0 21 Dec 2020
Hierarchical Residual Attention Network for Single Image Super-Resolution Parichehr Behjati Pau Rodríguez López Armin Mehri Isabelle Hupont Carles Fernández Tena Jordi Gonzalez SupR 118 8 0 08 Dec 2020
Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature LearningAsian Conference on Computer Vision (ACCV), 2020 Xuehui Wang Qing Wang Yuzhi Zhao Junchi Yan Lei Fan Long Chen SupR 119 58 0 13 Nov 2020
MPRNet: Multi-Path Residual Network for Lightweight Image Super Resolution Armin Mehri P. B. Ardakani A. Sappa SupR 149 87 0 09 Nov 2020
Attention Cube Network for Image RestorationACM Multimedia (ACM MM), 2020 Yucheng Hang Q. Liao Wenming Yang Yupeng Chen Jie Zhou 158 25 0 13 Sep 2020
Real Image Super Resolution Via Heterogeneous Model Ensemble using GP-NAS Zhihong Pan Baopu Li Teng Xi Yanwen Fan Qiang Chen Jingtuo Liu Junyu Han Errui Ding SupR 216 1 0 02 Sep 2020
DARTS-: Robustly Stepping out of Performance Collapse Without IndicatorsInternational Conference on Learning Representations (ICLR), 2020 Xiangxiang Chu Xiaoxing Wang Bo Zhang Shun Lu Xiaolin K. Wei Junchi Yan 242 180 0 02 Sep 2020
Multi-Attention Based Ultra Lightweight Image Super-Resolution Abdul Muqeet Jiwon Hwang Subin Yang J. Kang Yongwoo Kim Sung-Ho Bae SupR 172 97 0 29 Aug 2020
NAS-DIP: Learning Deep Image Prior with Neural Architecture SearchEuropean Conference on Computer Vision (ECCV), 2020 Yunpeng Chen Chen Gao Esther Robb Jia-Bin Huang 154 57 0 26 Aug 2020
Lights and Shadows in Evolutionary Deep Learning: Taxonomy, Critical Methodological Analysis, Cases of Study, Learned Lessons, Recommendations and ChallengesInformation Fusion (Inf. Fusion), 2020 Aritz D. Martinez Javier Del Ser Esther Villar-Rodriguez E. Osaba Javier Poyatos Siham Tabik Daniel Molina Francisco Herrera 272 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 343 117 0 04 Aug 2020
Journey Towards Tiny Perceptual Super-ResolutionEuropean Conference on Computer Vision (ECCV), 2020 Royson Lee Łukasz Dudziak Mohamed S. Abdelfattah Stylianos I. Venieris Hyeji Kim Hongkai Wen Nicholas D. Lane SupR 139 59 0 08 Jul 2020
Exploring Sparsity in Image Super-Resolution for Efficient Inference Longguang Wang Xiaoyu Dong Yingqian Wang Xinyi Ying Zaiping Lin W. An Yulan Guo SupR 206 4 0 17 Jun 2020
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency Cheng-Ming Chiang Yu-Wen Tseng Yu-Syuan Xu Hsien-Kai Kuo Yi-Min Tsai ... Chia-Lin Yu B. Shen Kloze Kao Chia-Ming Cheng Hung-Jen Chen 161 26 0 27 Apr 2020
Superkernel Neural Architecture Search for Image Denoising Marcin Mo.zejko Tomasz Latkowski Lukasz Treszczotko Michal Szafraniuk K. Trojanowski SupR 99 16 0 19 Apr 2020
Fitting the Search Space of Weight-sharing NAS with Graph Convolutional NetworksAAAI Conference on Artificial Intelligence (AAAI), 2020 Xin Chen Lingxi Xie Jun Wu Longhui Wei Yuhui Xu Qi Tian 116 15 0 17 Apr 2020
Hierarchical Neural Architecture Search for Single Image Super-ResolutionIEEE Signal Processing Letters (IEEE SPL), 2020 Yong Guo Yongsheng Luo Zhenhao He Jin Huang Jian Chen SupR 222 52 0 10 Mar 2020
Best of Both Worlds: AutoML Codesign of a CNN and its Hardware AcceleratorDesign Automation Conference (DAC), 2020 Mohamed S. Abdelfattah Łukasz Dudziak Thomas C. P. Chau Royson Lee Hyeji Kim Nicholas D. Lane 221 85 0 11 Feb 2020
MixPath: A Unified Approach for One-shot Neural Architecture SearchIEEE International Conference on Computer Vision (ICCV), 2020 Xiangxiang Chu Shun Lu Xudong Li Bo Zhang 360 24 0 16 Jan 2020
Neural Architecture Search on Acoustic Scene ClassificationInterspeech (Interspeech), 2019 Jixiang Li Chuming Liang Bo Zhang Zhao Wang Fei Xiang Xiangxiang Chu 130 15 0 30 Dec 2019
Learning to Prevent Leakage: Privacy-Preserving Inference in the Mobile Cloud Shuang Zhang Liyao Xiang Congcong Li Yixuan Wang Quanshi Zhang Zeyu Liu Yue Liu FedML 132 1 0 18 Dec 2019
Exploiting Operation Importance for Differentiable Neural Architecture SearchIEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019 Xukai Xie Yuan Zhou S. Kung 138 39 0 24 Nov 2019
Bridging the Gap between Sample-based and One-shot Neural Architecture Search with BONAS Han Shi Renjie Pi Hang Xu Zhenguo Li James T. Kwok Tong Zhang 326 32 0 21 Nov 2019
Fine-Grained Neural Architecture Search Heewon Kim Seokil Hong Bohyung Han Heesoo Myeong Kyoung Mu Lee AI4CE 105 13 0 18 Nov 2019
Efficient Residual Dense Block Search for Image Super-ResolutionAAAI Conference on Artificial Intelligence (AAAI), 2019 Dehua Song Chang Xu Xu Jia Yiyi Chen Chunjing Xu Yunhe Wang SupR 190 139 0 25 Sep 2019
Balanced One-shot Neural Architecture Optimization Renqian Luo Tao Qin Enhong Chen BDL 113 14 0 24 Sep 2019
s-LWSR: Super Lightweight Super-Resolution NetworkIEEE Transactions on Image Processing (TIP), 2019 Biao Li Jiabin Liu Bo Wang Zhiquan Qi Yong Shi SupR 115 53 0 24 Sep 2019
Memory-Efficient Hierarchical Neural Architecture Search for Image DenoisingComputer Vision and Pattern Recognition (CVPR), 2019 Haokui Zhang Ying Li Hao Chen Chunhua Shen AI4CE 141 60 0 18 Sep 2019
LCSCNet: Linear Compressing Based Skip-Connecting Network for Image Super-ResolutionIEEE Transactions on Image Processing (TIP), 2019 Wenming Yang Xuechen Zhang Yapeng Tian Wei Wang Jing-Hao Xue Q. Liao 126 17 0 09 Sep 2019
Scalable Reinforcement-Learning-Based Neural Architecture Search for Cancer Deep Learning ResearchInternational Conference for High Performance Computing, Networking, Storage and Analysis (SC), 2019 Dali Wang Romain Egele Misha Salim Stefan M. Wild V. Vishwanath Fangfang Xia Thomas Brettin Rick L. Stevens 183 58 0 01 Sep 2019
AutoML: A Survey of the State-of-the-ArtKnowledge-Based Systems (KBS), 2019 Xin He Kaiyong Zhao Xiaowen Chu 645 1,649 0 02 Aug 2019
Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and EvaluationIEEE International Conference on Computer Vision (ICCV), 2019 Xin Chen Lingxi Xie Jun Wu Qi Tian AI4TS MQ 311 702 0 29 Apr 2019
Lightweight Image Super-Resolution with Adaptive Weighted Learning Network Chaofeng Wang Zheng Li Jun Shi 115 111 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 106 7 0 19 Mar 2019
Single MR Image Super-Resolution via Channel Splitting and Serial Fusion Network Xiaole Zhao Huali Zhang Hangfei Liu Yun Qin Zhang Tao Xueming Zou SupR 111 25 0 19 Jan 2019