Papers citing 'Co-Evolutionary Compression for Unpaired Image Translation'

Title
SDAKD: Student Discriminator Assisted Knowledge Distillation for Super-Resolution Generative Adversarial Networks Nikolaos Kaparinos Vasileios Mezaris 132 0 0 04 Oct 2025
Nickel and Diming Your GAN: A Dual-Method Approach to Enhancing GAN Efficiency via Knowledge DistillationEuropean Conference on Computer Vision (ECCV), 2024 Sangyeop Yeo Yoojin Jang Jaejun Yoo 265 3 0 19 May 2024
Concentration Tail-Bound Analysis of Coevolutionary and Bandit Learning Algorithms Per Kristian Lehre Shishen Lin 249 3 0 07 May 2024
Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold Alireza Ganjdanesh Shangqian Gao Hirad Alipanah Heng-Chiao Huang GAN 226 11 0 22 Dec 2023
CycleGANAS: Differentiable Neural Architecture Search for CycleGAN Taegun An Changhee Joo GAN 188 5 0 13 Nov 2023
UGC: Unified GAN Compression for Efficient Image-to-Image TranslationIEEE International Conference on Computer Vision (ICCV), 2023 Yuxi Ren Jie Wu Peng Zhang Manlin Zhang Xuefeng Xiao Qian He Rui Wang Min Zheng Xin Pan 263 3 0 17 Sep 2023
Information-Theoretic GAN Compression with Variational Energy-based ModelNeural Information Processing Systems (NeurIPS), 2023 Minsoo Kang Hyewon Yoo Eunhee Kang Sehwan Ki Hyong-Euk Lee Bohyung Han GAN 193 4 0 28 Mar 2023
Structured Pruning for Deep Convolutional Neural Networks: A surveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Yang He Lingao Xiao 3DPC 348 256 0 01 Mar 2023
Balanced Training for Sparse GANsNeural Information Processing Systems (NeurIPS), 2023 Yite Wang Jing Wu N. Hovakimyan Tian Ding 275 12 0 28 Feb 2023
Discriminator-Cooperated Feature Map Distillation for GAN CompressionComputer Vision and Pattern Recognition (CVPR), 2022 Tie Hu Mingbao Lin Lizhou You Jiayi Ji Rongrong Ji 139 14 0 29 Dec 2022
Exploring Content Relationships for Distilling Efficient GANs Lizhou You Mingbao Lin Tie Hu Jiayi Ji Rongrong Ji 159 4 0 21 Dec 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion ModelsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 476 61 0 03 Nov 2022
Mind the Gap in Distilling StyleGANsEuropean Conference on Computer Vision (ECCV), 2022 Guodong Xu Yuenan Hou Ziwei Liu Chen Change Loy GAN 169 14 0 18 Aug 2022
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs Bo-Kyeong Kim Shinkook Choi Hancheol Park 209 9 0 29 Jun 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image TranslationBritish Machine Vision Conference (BMVC), 2022 Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 197 13 0 25 May 2022
Towards Device Efficient Conditional Image GenerationBritish Machine Vision Conference (BMVC), 2022 Nisarg A. Shah Gaurav Bharaj 221 3 0 19 Mar 2022
PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs CompressionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022 D. Vo Akihiro Sugimoto Hideki Nakayama 143 6 0 16 Mar 2022
Multi-Curve Translator for High-Resolution Photorealistic Image TranslationEuropean Conference on Computer Vision (ECCV), 2022 Yuda Song Hui Qian Xin Du 187 6 0 15 Mar 2022
Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing PerformanceInternational Journal of Computer Vision (IJCV), 2022 Shiwei Liu Yuesong Tian Tianlong Chen Li Shen 253 12 0 05 Mar 2022
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Jiayi Ji Xudong Mao Rongrong Ji 188 40 0 27 Oct 2021
Online Multi-Granularity Distillation for GAN Compression Yuxi Ren Jie Wu Xuefeng Xiao Jianchao Yang 324 49 0 16 Aug 2021
A Survey on GAN Acceleration Using Memory Compression TechniqueJournal of engineering and applied sciences (JEAS), 2021 Dina Tantawy Mohamed Zahran A. Wassal 172 10 0 14 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 155 24 0 27 Jul 2021
GANs Can Play Lottery Tickets TooInternational Conference on Learning Representations (ICLR), 2021 Xuxi Chen Zhenyu Zhang Yongduo Sui Tianlong Chen GAN 177 61 0 31 May 2021
Semantic Relation Preserving Knowledge Distillation for Image-to-Image TranslationEuropean Conference on Computer Vision (ECCV), 2021 Zeqi Li R. Jiang P. Aarabi GAN VLM 204 31 0 30 Apr 2021
MineGAN++: Mining Generative Models for Efficient Knowledge Transfer to Limited Data DomainsInternational Journal of Computer Vision (IJCV), 2021 Yaxing Wang Abel Gonzalez-Garcia Chenshen Wu Luis Herranz Fahad Shahbaz Khan Shangling Jui Joost van de Weijer 167 7 0 28 Apr 2021
Coarse-to-Fine Searching for Efficient Generative Adversarial Networks Jiahao Wang Han Shu Weihao Xia Yujiu Yang Yunhe Wang GAN 127 5 0 19 Apr 2021
Content-Aware GAN CompressionComputer Vision and Pattern Recognition (CVPR), 2021 Yuchen Liu Zhixin Shu Yijun Li Zhe Lin Federico Perazzi S. Kung GAN 164 61 0 06 Apr 2021
Evaluating Post-Training Compression in GANs using Locality-Sensitive Hashing Gonçalo Mordido Haojin Yang Christoph Meinel 144 2 0 22 Mar 2021
Teachers Do More Than Teach: Compressing Image-to-Image ModelsComputer Vision and Pattern Recognition (CVPR), 2021 Qing Jin Jian Ren Oliver J. Woodford Jiazhuo Wang Geng Yuan Yanzhi Wang Sergey Tulyakov 187 63 0 05 Mar 2021
Anycost GANs for Interactive Image Synthesis and EditingComputer Vision and Pattern Recognition (CVPR), 2021 Ji Lin Richard Y. Zhang F. Ganz Song Han Jun-Yan Zhu 211 93 0 04 Mar 2021
Association: Remind Your GAN not to Forget Yi Gu Jie Li Yuting Gao Ruoxin Chen Chentao Wu Feiyang Cai Chao Wang Zirui Zhang CLL 127 1 0 27 Nov 2020
Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention DistillationIEEE transactions on multimedia (TMM), 2020 Shaojie Li Mingbao Lin Yan Wang Jiayi Ji Ling Shao Rongrong Ji 361 38 0 17 Nov 2020
Generative and Discriminative Learning for Distorted Image Restoration Yi Gu Yuting Gao Jiajian Li Chentao Wu Weijia Jia 216 2 0 11 Nov 2020
Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNetsNeural Information Processing Systems (NeurIPS), 2020 Kai Han Yunhe Wang Qiulin Zhang Wei Zhang Chunjing Xu Tong Zhang 261 97 0 28 Oct 2020
Differentiable Channel Sparsity Search via Weight Sharing within FiltersInternational Conference on Pattern Recognition (ICPR), 2020 Yu Zhao Chung-Kuei Lee 165 1 0 28 Oct 2020
Training Binary Neural Networks through Learning with Noisy SupervisionInternational Conference on Machine Learning (ICML), 2020 Kai Han Yunhe Wang Yixing Xu Chunjing Xu Enhua Wu Chang Xu MQ 165 62 0 10 Oct 2020
AdderSR: Towards Energy Efficient Image Super-ResolutionComputer Vision and Pattern Recognition (CVPR), 2020 Dehua Song Yunhe Wang Hanting Chen Chang Xu Chunjing Xu Dacheng Tao SupR 525 92 0 18 Sep 2020
GAN Slimming: All-in-One GAN Compression by A Unified Optimization FrameworkEuropean Conference on Computer Vision (ECCV), 2020 Haotao Wang Shupeng Gui Haichuan Yang Ji Liu Zinan Lin 236 85 0 25 Aug 2020
Optical Flow Distillation: Towards Efficient and Stable Video Style TransferEuropean Conference on Computer Vision (ECCV), 2020 Xinghao Chen Yiman Zhang Yunhe Wang Han Shu Chunjing Xu Chang Xu VGen 273 62 0 10 Jul 2020
Differentiable Augmentation for Data-Efficient GAN Training Shengyu Zhao Zhijian Liu Ji Lin Jun-Yan Zhu Song Han 423 652 0 18 Jun 2020
A Survey on Generative Adversarial Networks: Variants, Applications, and Training Abdul Jabbar Xi Li Bourahla Omar 210 323 0 09 Jun 2020
Learning from a Lightweight Teacher for Efficient Knowledge Distillation Yuang Liu Wei Zhang Jun Wang 134 4 0 19 May 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANsIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Zhekai Zhang Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 196 3 0 19 Mar 2020
A Review on Generative Adversarial Networks: Algorithms, Theory, and ApplicationsIEEE Transactions on Knowledge and Data Engineering (TKDE), 2020 Jie Gui Zhenan Sun Yonggang Wen Dacheng Tao Jieping Ye EGVM 290 1,012 0 20 Jan 2020
ReNAS:Relativistic Evaluation of Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2019 Yixing Xu Yunhe Wang Avishkar Bhoopchand Christopher Mattern A. Grabska-Barwinska Chunjing Xu Chang Xu 629 97 0 30 Sep 2019
CARS: Continuous Evolution for Efficient Neural Architecture SearchComputer Vision and Pattern Recognition (CVPR), 2019 Zhaohui Yang Yunhe Wang Xinghao Chen Boxin Shi Chao Xu Chunjing Xu Qi Tian Chang Xu 314 255 0 11 Sep 2019