Contrastive Learning for Unpaired Image-to-Image Translation

30 July 2020

Jun-Yan Zhu

Papers citing "Contrastive Learning for Unpaired Image-to-Image Translation"

50 / 176 papers shown

Title
Structure-consistent Restoration Network for Cataract Fundus Image Enhancement Heng Li Haofeng Liu H. Fu Hai Shu Yitian Zhao Xiaoling Luo Yan Hu Jiang-Dong Liu 26 29 0 09 Jun 2022
Multi-scale frequency separation network for image deblurring Yanni Zhang Qiangjie Li Miao Qi Di Liu Jun Kong Jianzhong Wang 13 32 0 01 Jun 2022
Image Harmonization with Region-wise Contrastive Learning Jing Liang Chi-Man Pun 29 4 0 27 May 2022
Improving the Latent Space of Image Style Transfer Yun-Hao Bai Cairong Wang C. Yuan Yanbo Fan Jue Wang DRL 21 0 0 24 May 2022
RiCS: A 2D Self-Occlusion Map for Harmonizing Volumetric Objects Yunseok Jang Ruben Villegas Jimei Yang Duygu Ceylan Xin Sun Honglak Lee 3DH 16 0 0 14 May 2022
A Closer Look at Few-shot Image Generation Yunqing Zhao Henghui Ding Houjing Huang Ngai-man Cheung 24 72 0 08 May 2022
Expanding the Latent Space of StyleGAN for Real Face Editing Yindong Yu Kamran Ghasedi Hsiang-Tao Wu Jiaolong Yang Tong Xi Fu Yun CVBM 13 5 0 26 Apr 2022
Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation Yu-Hsiang Lin Sen Zhang Tianshui Chen Yongyi Lu G. Li Yukai Shi SSL 26 20 0 23 Apr 2022
Patch-wise Contrastive Style Learning for Instagram Filter Removal Furkan Kinli B. Özcan Mustafa Furkan Kıraç 14 7 0 15 Apr 2022
Joint Learning of Feature Extraction and Cost Aggregation for Semantic Correspondence Jiwon Kim Youngjo Min Mira Kim Seung Wook Kim FedML 11 0 0 05 Apr 2022
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency Zhenhuan Liu Liang Li Huajie Jiang Xin Jin Dandan Tu Shuhui Wang Zhengjun Zha 21 7 0 02 Apr 2022
Marginal Contrastive Correspondence for Guided Image Generation Fangneng Zhan Yingchen Yu Rongliang Wu Jiahui Zhang Shijian Lu Changgong Zhang VLM 14 31 0 01 Apr 2022
UnShadowNet: Illumination Critic Guided Contrastive Learning For Shadow Removal Subhrajyoti Dasgupta Arindam Das S. Yogamani Sudip Das Ciarán Eising Andrei Bursuc Ujjwal Bhattacharya 40 6 0 29 Mar 2022
A Style-aware Discriminator for Controllable Image Translation Kunhee Kim S. Park Eunyeong Jeon Tae-Hyeon Kim Daijin Kim 22 24 0 29 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 11 49 0 22 Mar 2022
Interpreting Class Conditional GANs with Channel Awareness Yin-Yin He Zhiyi Zhang Jiapeng Zhu Yujun Shen Qifeng Chen GAN 8 1 0 21 Mar 2022
Modulated Contrast for Versatile Image Synthesis Fangneng Zhan Jiahui Zhang Yingchen Yu Rongliang Wu Shijian Lu 22 43 0 17 Mar 2022
STPLS3D: A Large-Scale Synthetic and Real Aerial Photogrammetry 3D Point Cloud Dataset Meida Chen Qingyong Hu Zifan Yu Hugues Thomas Andrew Feng Yu Hou Kyle McCullough Fengbo Ren L. Soibelman SLR AI4TS 16 63 0 17 Mar 2022
CtlGAN: Few-shot Artistic Portraits Generation with Contrastive Transfer Learning Yue Wang Ran Yi Luying Li Ying Tai Chengjie Wang Lizhuang Ma VLM ViT 22 13 0 16 Mar 2022
QS-Attn: Query-Selected Attention for Contrastive Learning in I2I Translation Xueqi Hu Xinyue Zhou Qiusheng Huang Zhengyi Shi Li Sun Qingli Li 17 75 0 16 Mar 2022
Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning Xiang Chen Zhe-Cheng Fan Yufeng Li Longgang Dai Caihua Kong Zhuoran Zheng Yufeng Huang Yufeng Li 22 44 0 15 Mar 2022
DS3-Net: Difficulty-perceived Common-to-T1ce Semi-Supervised Multimodal MRI Synthesis Network Ziqi Huang Li Lin Pujin Cheng Kai Pan Xiaoying Tang DiffM MedIm 27 9 0 14 Mar 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
Discriminability-Transferability Trade-Off: An Information-Theoretic Perspective Quan Cui Bingchen Zhao Zhao-Min Chen Borui Zhao Renjie Song Jiajun Liang Boyan Zhou Osamu Yoshie 19 18 0 08 Mar 2022
Signature and Log-signature for the Study of Empirical Distributions Generated with GANs J. Curtò I. D. Zarzà Hong-Mei Yan Carlos T. Calafate 16 1 0 07 Mar 2022
DrawingInStyles: Portrait Image Generation and Editing with Spatially Conditioned StyleGAN Wanchao Su Hui Ye Shu-Yu Chen Lin Gao Hongbo Fu 29 22 0 05 Mar 2022
Plant Species Recognition with Optimized 3D Polynomial Neural Networks and Variably Overlapping Time-Coherent Sliding Window Habib Ben Abdallah C. Henry S. Ramanna 26 2 0 04 Mar 2022
Sim2Real Instance-Level Style Transfer for 6D Pose Estimation Takuya Ikeda Suomi Tanishige Ayako Amma Michael Sudano H. Audren Koichi Nishiwaki 3DPC 3DH 21 8 0 03 Mar 2022
Self-supervised Transparent Liquid Segmentation for Robotic Pouring G. Narasimhan Kai Zhang Ben Eisner Xingyu Lin David Held 15 16 0 03 Mar 2022
Exploring Patch-wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks Chanyong Jung Gihyun Kwon Jong Chul Ye 24 84 0 03 Mar 2022
You Only Cut Once: Boosting Data Augmentation with a Single Cut Junlin Han Pengfei Fang Weihong Li Jie Hong M. Armin Ian Reid L. Petersson Hongdong Li 25 27 0 28 Jan 2022
Splicing ViT Features for Semantic Appearance Transfer Narek Tumanyan Omer Bar-Tal Shai Bagon Tali Dekel DiffM 21 173 0 02 Jan 2022
GRAM: Generative Radiance Manifolds for 3D-Aware Image Generation Yu Deng Jiaolong Yang Jianfeng Xiang Xin Tong 3DH 15 247 0 16 Dec 2021
U2-Former: A Nested U-shaped Transformer for Image Restoration Haobo Ji Xin Feng Wenjie Pei Jinxing Li Guangming Lu ViT 22 26 0 04 Dec 2021
Image-to-image Translation as a Unique Source of Knowledge Alejandro D. Mousist VLM 22 0 0 03 Dec 2021
Self-Supervised Pre-Training of Swin Transformers for 3D Medical Image Analysis Yucheng Tang Dong Yang Wenqi Li H. Roth Bennett Landman Daguang Xu V. Nath Ali Hatamizadeh ViT MedIm 24 517 0 29 Nov 2021
MixSyn: Learning Composition and Style for Multi-Source Image Synthesis Ilke Demir U. Ciftci DiffM 31 3 0 24 Nov 2021
SPCL: A New Framework for Domain Adaptive Semantic Segmentation via Semantic Prototype-based Contrastive Learning Binhui Xie Kejia Yin Shuang Li 14 11 0 24 Nov 2021
Global and Local Alignment Networks for Unpaired Image-to-Image Translation Guanglei Yang H. Tang Humphrey Shi M. Ding N. Sebe Radu Timofte Luc Van Gool Elisa Ricci 11 1 0 19 Nov 2021
The Emergence of Objectness: Learning Zero-Shot Segmentation from Videos Runtao Liu Zhirong Wu Stella X. Yu Stephen Lin VOS 27 51 0 11 Nov 2021
Robustness via Uncertainty-aware Cycle Consistency Uddeshya Upadhyay Yanbei Chen Zeynep Akata 20 21 0 24 Oct 2021
StyleAlign: Analysis and Applications of Aligned StyleGAN Models Zongze Wu Yotam Nitzan Eli Shechtman Dani Lischinski 16 56 0 21 Oct 2021
STALP: Style Transfer with Auxiliary Limited Pairing David Futschik Michal Kučera M. Lukác Z. Wang Eli Shechtman Daniel Sýkora DiffM 11 25 0 20 Oct 2021
Harnessing the Conditioning Sensorium for Improved Image Translation Cooper Nederhood Nicholas I. Kolkin Deqing Fu Jason Salavon 32 6 0 13 Oct 2021
Deep Anomaly Generation: An Image Translation Approach of Synthesizing Abnormal Banded Chromosome Images Lukas Uzolas Javier Rico Pierrick Coupé Juan C. Sanmiguel G. Cserey MedIm 29 6 0 20 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation R. Gong Martin Danelljan Dengxin Dai D. Paudel Ajad Chhatkuli F. I. F. Richard Yu Luc Van Gool 36 9 0 10 Sep 2021
Leveraging Local Domains for Image-to-Image Translation Anthony DellÉva Fabio Pizzati Massimo Bertozzi Raoul de Charette 21 2 0 09 Sep 2021
Dual Path Learning for Domain Adaptation of Semantic Segmentation Yiting Cheng Fangyun Wei Jianmin Bao Dong Chen Fang Wen Wenqiang Zhang 33 69 0 13 Aug 2021
ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models Jooyoung Choi Sungwon Kim Yonghyun Jeong Youngjune Gwon Sungroh Yoon DiffM 10 693 0 06 Aug 2021
I2V-GAN: Unpaired Infrared-to-Visible Video Translation Shuang Li Bingfeng Han Zhengyang Yu Chi Harold Liu Kai Chen Shuigen Wang 18 44 0 02 Aug 2021