Dual Contrastive Learning for Unsupervised Image-to-Image Translation

15 April 2021

Papers citing "Dual Contrastive Learning for Unsupervised Image-to-Image Translation"

50 / 53 papers shown

Title
CM-Diff: A Single Generative Network for Bidirectional Cross-Modality Translation Diffusion Model Between Infrared and Visible Images Bin Hu Chenqiang Gao Shurui Liu Junjie Guo Fang Chen F. Liu DiffM 62 0 0 12 Mar 2025
Find the Intention of Instruction: Comprehensive Evaluation of Instruction Understanding for Large Language Models Hyeonseok Moon Jaehyung Seo Seungyoon Lee Chanjun Park Heuiseok Lim 29 0 0 27 Dec 2024
CARLA2Real: a tool for reducing the sim2real gap in CARLA simulator Stefanos Pasios Nikos Nikolaidis 44 1 0 23 Oct 2024
Enhanced Unsupervised Image-to-Image Translation Using Contrastive Learning and Histogram of Oriented Gradients Wanchen Zhao 29 0 0 24 Sep 2024
I2I-Galip: Unsupervised Medical Image Translation Using Generative Adversarial CLIP Yilmaz Korkmaz V. Patel VLM MedIm GAN 33 1 0 19 Sep 2024
Embedded Image-to-Image Translation for Efficient Sim-to-Real Transfer in Learning-based Robot-Assisted Soft Manipulation Jacinto Colan Keisuke Sugita Ana Davila Yutaro Yamada Yasuhisa Hasegawa MedIm 20 0 0 16 Sep 2024
Bridging the Gap between Real-world and Synthetic Images for Testing Autonomous Driving Systems Mohammad Hossein Amini Shiva Nejati 27 1 0 25 Aug 2024
The Dawn of KAN in Image-to-Image (I2I) Translation: Integrating Kolmogorov-Arnold Networks with GANs for Unpaired I2I Translation Arpan Mahara N. Rishe Liangdong Deng VLM GAN 32 2 0 15 Aug 2024
Unsupervised Variational Translator for Bridging Image Restoration and High-Level Vision Tasks Jiawei Wu Zhi Jin 34 0 0 15 Aug 2024
RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining Hongtao Wu Yijun Yang Huihui Xu Weiming Wang Jinni Zhou Lei Zhu Mamba 39 16 0 31 Jul 2024
Unpaired Photo-realistic Image Deraining with Energy-informed Diffusion Model Yuanbo Wen Tao Gao Ting Chen DiffM 32 2 0 24 Jul 2024
Sim-To-Real Transfer for Visual Reinforcement Learning of Deformable Object Manipulation for Robot-Assisted Surgery Paul Maria Scheikl E. Tagliabue B. Gyenes M. Wagner Diego DallÁlba Paolo Fiorini Franziska Mathis-Ullrich MedIm 41 47 0 10 Jun 2024
Rethink Arbitrary Style Transfer with Transformer and Contrastive Learning Zhanjie Zhang Jiakai Sun Guangyuan Li Lei Zhao Quanwei Zhang Zehua Lan Haolin Yin Xing Wei Huaizhong Lin Zhiwen Zuo 42 12 0 21 Apr 2024
XoFTR: Cross-modal Feature Matching Transformer Önder Tuzcuoglu Aybora Köksal Bugra Sofu Sinan Kalkan Aydin Alatan ViT 50 10 0 15 Apr 2024
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method Tashmoy Ghosh GAN 18 0 0 11 Apr 2024
One-Step Image Translation with Text-to-Image Models Gaurav Parmar Taesung Park Srinivasa Narasimhan Jun-Yan Zhu 37 43 0 18 Mar 2024
Spectrum Translation for Refinement of Image Generation (STIG) Based on Contrastive Learning and Spectral Filter Profile Seokjun Lee Seung-Won Jung Hyunseok Seo DiffM 41 4 0 08 Mar 2024
Contrastive Learning and Cycle Consistency-based Transductive Transfer Learning for Target Annotation S. Sami Md Golam Moula Mehedi Hasan Nasser M. Nasrabadi Raghuveer Rao 31 2 0 22 Jan 2024
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning Jiaqi Li Guilin Qi Chuanyi Zhang Yongrui Chen Yiming Tan Chenlong Xia Ye Tian 33 3 0 12 Oct 2023
Disentangled Contrastive Image Translation for Nighttime Surveillance Guan-Wei Lan Bin Zhao Xuelong Li 24 0 0 11 Jul 2023
Hate Speech Detection via Dual Contrastive Learning Junyu Lu Ho-Yi Lin Xiaokun Zhang Zhaoqing Li Tongyue Zhang Linlin Zong Fenglong Ma Bo Xu 30 17 0 10 Jul 2023
Synthetic optical coherence tomography angiographs for detailed retinal vessel segmentation without human annotations Linus Kreitner Johannes C. Paetzold Nikolaus Rauch C. L. P. Chen Ahmed M. Hagag ... Bjoern H. Menze M. Harders B. Knier Daniel Rueckert M. Menten 35 21 0 19 Jun 2023
Zero shot framework for satellite image restoration Praveen Kandula A. N. Rajagopalan 12 0 0 05 Jun 2023
SAR-to-Optical Image Translation via Thermodynamics-inspired Network Mingjin Zhang Jiamin Xu Chengyu He Wenteng Shang Yunsong Li Xinbo Gao DiffM 28 2 0 23 May 2023
Self-supervised Learning for Pre-Training 3D Point Clouds: A Survey Ben Fei Weidong Yang Liwen Liu Tian-jian Luo Rui Zhang Yixuan Li Ying He 3DPC 29 17 0 08 May 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim Hyunjoon Lee Bohyung Han 23 0 0 27 Apr 2023
Multi-cropping Contrastive Learning and Domain Consistency for Unsupervised Image-to-Image Translation Chen Zhao Weixi Cai Zheng Yuan Cheng Hu 28 0 0 24 Apr 2023
Spectral Normalization and Dual Contrastive Regularization for Image-to-Image Translation Chen Zhao W. Cai Zheng Yuan DiffM 21 11 0 22 Apr 2023
Disentangling Writer and Character Styles for Handwriting Generation Gang Dai Yifan Zhang Qingfeng Wang Qing Du Zhu Liang Yu Zhuoman Liu Shuangping Huang 34 21 0 26 Mar 2023
AGTGAN: Unpaired Image Translation for Photographic Ancient Character Generation Hongxiang Huang Daihui Yang Gang Dai Zhen Han Yuyi Wang K. Lam Fan Yang Shuangping Huang Yong-ge Liu Mengchao He GAN 14 18 0 13 Mar 2023
A Unified Arbitrary Style Transfer Framework via Adaptive Contrastive Learning Yu-xin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 43 23 0 09 Mar 2023
NoiseTransfer: Image Noise Generation with Contrastive Embeddings Seunghwan Lee Tae Hyun Kim DiffM 19 5 0 31 Jan 2023
Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging Labels Dong-Guw Lee Myung-Hwan Jeon Younggun Cho Ayoung Kim 22 24 0 30 Jan 2023
Enhanced artificial intelligence-based diagnosis using CBCT with internal denoising: Clinical validation for discrimination of fungal ball, sinusitis, and normal cases in the maxillary sinus Kyungsu Kim Chae Yeon Lim J. Shin M. Chung Y. Jung 19 12 0 29 Nov 2022
Effects of Sim2Real Image Translation on Lane Keeping Assist System in CARLA Simulator Jinu Pahk Jungseok Shim MinHyeok Baek Yongseob Lim Gyeungho Choi 27 0 0 23 Nov 2022
Enhancing Generative Networks for Chest Anomaly Localization through Automatic Registration-Based Unpaired-to-Pseudo-Paired Training Data Translation Kyungsu Kim S. Oh Chae Yeon Lim J. Lee Tae Uk Kim M. Chung MedIm 31 0 0 21 Jul 2022
ContraReg: Contrastive Learning of Multi-modality Unsupervised Deformable Image Registration Neel Dey Jo Schlemper S. Salehi Bo Zhou Guido Gerig M. Sofka MedIm 25 16 0 27 Jun 2022
Image Harmonization with Region-wise Contrastive Learning Jing Liang Chi-Man Pun 31 4 0 27 May 2022
Domain Enhanced Arbitrary Image Style Transfer via Contrastive Learning Yu-xin Zhang Fan Tang Weiming Dong Haibin Huang Chongyang Ma Tong-Yee Lee Changsheng Xu 109 154 0 19 May 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 34 20 0 23 Apr 2022
Feature Distribution Matching for Federated Domain Generalization Yuwei Sun Ng Chong H. Ochiai OOD 15 30 0 22 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
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 30 27 0 28 Jan 2022
Multimodal Conditional Image Synthesis with Product-of-Experts GANs Xun Huang Arun Mallya Ting-Chun Wang Ming-Yu Liu DiffM 19 89 0 09 Dec 2021
Image-to-image Translation as a Unique Source of Knowledge Alejandro D. Mousist VLM 22 0 0 03 Dec 2021
A Practical Contrastive Learning Framework for Single-Image Super-Resolution Gang Wu Junjun Jiang Xianming Liu 31 50 0 27 Nov 2021
Separating Content and Style for Unsupervised Image-to-Image Translation Yunfei Liu Haofei Wang Yang Yue Feng Lu 19 3 0 27 Oct 2021
Contrastive Learning for Neural Topic Model Thong Nguyen A. Luu 26 56 0 25 Oct 2021
Unpaired Deep Image Deraining Using Dual Contrastive Learning Xiang Chen Jin-shan Pan Kui Jiang Yufeng Li Yufeng Huang Caihua Kong Longgang Dai Zhe-Cheng Fan SSL 11 134 0 07 Sep 2021
Blind Image Decomposition Junlin Han Weihao Li Pengfei Fang Chunyi Sun Jie Hong M. Armin L. Petersson Hongdong Li 30 34 0 25 Aug 2021