Teachers Do More Than Teach: Compressing Image-to-Image Models

5 March 2021

Papers citing "Teachers Do More Than Teach: Compressing Image-to-Image Models"

35 / 35 papers shown

Title
Digital Staining with Knowledge Distillation: A Unified Framework for Unpaired and Paired-But-Misaligned Data Ziwang Xu Lanqing Guo Satoshi Tsutsui Shuyan Zhang Alex C. Kot Bihan Wen 26 0 0 14 Apr 2025
CoroNetGAN: Controlled Pruning of GANs via Hypernetworks Aman Kumar Khushboo Anand Shubham Mandloi Ashutosh Mishra Avinash Thakur Neeraj Kasera Prathosh A P 22 3 0 13 Mar 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 27 6 0 22 Dec 2023
UGC: Unified GAN Compression for Efficient Image-to-Image Translation Yuxi Ren Jie Wu Peng Zhang Manlin Zhang Xuefeng Xiao Qian He Rui Wang Min Zheng Xin Pan 24 2 0 17 Sep 2023
Shortcut-V2V: Compression Framework for Video-to-Video Translation based on Temporal Redundancy Reduction Chaeyeon Chung Yeojeong Park Seunghwan Choi Munkhsoyol Ganbat Jaegul Choo 32 1 0 15 Aug 2023
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds Yanyu Li Huan Wang Qing Jin Ju Hu Pavlo Chemerys Yun Fu Yanzhi Wang Sergey Tulyakov Jian Ren VLM 24 150 0 01 Jun 2023
Revisiting Data Augmentation in Model Compression: An Empirical and Comprehensive Study Muzhou Yu Linfeng Zhang Kaisheng Ma 13 2 0 22 May 2023
Information-Theoretic GAN Compression with Variational Energy-based Model Minsoo Kang Hyewon Yoo Eunhee Kang Sehwan Ki Hyong-Euk Lee Bohyung Han GAN 16 3 0 28 Mar 2023
Unsupervised Deep Digital Staining For Microscopic Cell Images Via Knowledge Distillation Ziwang Xu Lanqing Guo Shuyan Zhang Alex C. Kot B. Wen MedIm 19 1 0 03 Mar 2023
Balanced Training for Sparse GANs Yite Wang Jing Wu N. Hovakimyan Ruoyu Sun 32 9 0 28 Feb 2023
Learning From Biased Soft Labels Hua Yuan Ning Xu Yuge Shi Xin Geng Yong Rui FedML 21 6 0 16 Feb 2023
Discriminator-Cooperated Feature Map Distillation for GAN Compression Tie Hu Mingbao Lin Lizhou You Fei Chao Rongrong Ji 23 6 0 29 Dec 2022
Exploring Content Relationships for Distilling Efficient GANs Lizhou You Mingbao Lin Tie Hu Fei Chao Rongrong Ji 21 3 0 21 Dec 2022
Rethinking Vision Transformers for MobileNet Size and Speed Yanyu Li Ju Hu Yang Wen Georgios Evangelidis Kamyar Salahi Yanzhi Wang Sergey Tulyakov Jian Ren ViT 23 159 0 15 Dec 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Muyang Li Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 30 45 0 03 Nov 2022
Layer Freezing & Data Sieving: Missing Pieces of a Generic Framework for Sparse Training Geng Yuan Yanyu Li Sheng R. Li Zhenglun Kong Sergey Tulyakov Xulong Tang Yanzhi Wang Jian Ren 33 15 0 22 Sep 2022
Fast-Vid2Vid: Spatial-Temporal Compression for Video-to-Video Synthesis Long Zhuo Guangcong Wang Shikai Li Wayne Wu Ziwei Liu VGen 53 20 0 11 Jul 2022
Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs Bo-Kyeong Kim Shinkook Choi Hancheol Park 13 4 0 29 Jun 2022
Real-Time Portrait Stylization on the Edge Yanyu Li Xuan Shen Geng Yuan Jiexiong Guan Wei Niu Hao Tang Bin Ren Yanzhi Wang 22 0 0 02 Jun 2022
Region-aware Knowledge Distillation for Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Runpei Dong Kaisheng Ma VLM 43 10 0 25 May 2022
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection Linfeng Zhang Runpei Dong Hung-Shuo Tai Kaisheng Ma 3DPC 70 46 0 23 May 2022
Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation Linfeng Zhang Xin Chen Xiaobing Tu Pengfei Wan N. Xu Kaisheng Ma 16 61 0 12 Mar 2022
F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization Qing Jin Jian Ren Richard Zhuang Sumant Hanumante Zhengang Li Zhiyu Chen Yanzhi Wang Kai-Min Yang Sergey Tulyakov MQ 24 47 0 10 Feb 2022
MobileFaceSwap: A Lightweight Framework for Video Face Swapping Zhi-liang Xu Zhibin Hong Changxing Ding Zhen Zhu Junyu Han Jingtuo Liu Errui Ding CVBM 24 48 0 11 Jan 2022
DGL-GAN: Discriminator Guided Learning for GAN Compression Yuesong Tian Li Shen Xiang Tian Dacheng Tao Zhifeng Li Wei Liu Yao-wu Chen 21 0 0 13 Dec 2021
Revisiting Discriminator in GAN Compression: A Generator-discriminator Cooperative Compression Scheme Shaojie Li Jie Wu Xuefeng Xiao Fei Chao Xudong Mao Rongrong Ji 19 35 0 27 Oct 2021
Online Multi-Granularity Distillation for GAN Compression Yuxi Ren Jie Wu Xuefeng Xiao Jianchao Yang 12 38 0 16 Aug 2021
A Survey on GAN Acceleration Using Memory Compression Technique Dina Tantawy Mohamed Zahran A. Wassal 28 8 0 14 Aug 2021
A Good Image Generator Is What You Need for High-Resolution Video Synthesis Yu Tian Jian Ren Menglei Chai Kyle Olszewski Xi Peng Dimitris N. Metaxas Sergey Tulyakov VGen 37 183 0 30 Apr 2021
Distilling a Powerful Student Model via Online Knowledge Distillation Shaojie Li Mingbao Lin Yan Wang Yongjian Wu Yonghong Tian Ling Shao Rongrong Ji FedML 25 46 0 26 Mar 2021
Learning Efficient GANs for Image Translation via Differentiable Masks and co-Attention Distillation Shaojie Li Mingbao Lin Yan Wang Fei Chao Ling Shao Rongrong Ji 10 32 0 17 Nov 2020
GAN Compression: Efficient Architectures for Interactive Conditional GANs Muyang Li Ji Lin Yaoyao Ding Zhijian Liu Jun-Yan Zhu Song Han GAN 15 2 0 19 Mar 2020
Distilling portable Generative Adversarial Networks for Image Translation Hanting Chen Yunhe Wang Han Shu Changyuan Wen Chunjing Xu Boxin Shi Chao Xu Chang Xu 78 83 0 07 Mar 2020
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,549 0 17 Apr 2017
Neural Architecture Search with Reinforcement Learning Barret Zoph Quoc V. Le 264 5,326 0 05 Nov 2016