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 / 177 papers shown

Title
Path and Bone-Contour Regularized Unpaired MRI-to-CT Translation Teng Zhou Jax Luo Yuping Sun Yiheng Tan Shun Yao Nazim Haouchine Scott Raymond MedIm 139 0 0 06 May 2025
Transformation & Translation Occupancy Grid Mapping: 2-Dimensional Deep Learning Refined SLAM Leon Davies Baihua Li Mohamad Saada Simon Sølvsten Qinggang Meng 29 0 0 28 Apr 2025
SCFANet: Style Distribution Constraint Feature Alignment Network For Pathological Staining Translation Zetong Chen Yuzhuo Chen Hai Zhong Xu Qiao DiffM MedIm 37 0 0 01 Apr 2025
Zero-Shot Visual Concept Blending Without Text Guidance Hiroya Makino Takahiro Yamaguchi Hiroyuki Sakai DiffM 43 0 0 27 Mar 2025
DyArtbank: Diverse Artistic Style Transfer via Pre-trained Stable Diffusion and Dynamic Style Prompt Artbank Zhanjie Zhang Quanwei Zhang Guangyuan Li Junsheng Luan Mengyuan Yang Yun Wang Lei Zhao DiffM 55 3 0 11 Mar 2025
PTDiffusion: Free Lunch for Generating Optical Illusion Hidden Pictures with Phase-Transferred Diffusion Model Xiang Gao Shuai Yang Jiaying Liu DiffM 48 0 0 08 Mar 2025
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis Minjoo Lim Bogyeong Kang Tae-Eui Kam MedIm 71 0 0 26 Feb 2025
COutfitGAN: Learning to Synthesize Compatible Outfits Supervised by Silhouette Masks and Fashion Styles Dongliang Zhou Haijun Zhang Qun Li Jianghong Ma Xiaofei Xu 104 27 0 12 Feb 2025
Enhancing frozen histological section images using permanent-section-guided deep learning with nuclei attention Elad Yoshai Gil Goldinger M. Haifler N. Shaked MedIm 31 0 0 10 Nov 2024
Personalize to generalize: Towards a universal medical multi-modality generalization through personalization Zhaorui Tan Xi Yang Tan Pan Tianyi Liu Chen Jiang ... Qiufeng Wang Anh Nguyen Yuan Qi K. Huang Yuan-Chia Cheng AI4CE LM&MA 39 0 0 09 Nov 2024
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining Chen Zhao Weiling Cai Chengwei Hu Zheng Yuan GAN 32 0 0 16 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 39 47 0 10 Jun 2024
DeNVeR: Deformable Neural Vessel Representations for Unsupervised Video Vessel Segmentation Chun-Hung Wu Shih-Hong Chen Chih-Yao Hu Hsin-Yu Wu Kai-Hsin Chen Yu-You Chen Chih-Hai Su Chih-Kuo Lee Yu-Lun Liu 54 2 0 03 Jun 2024
Self-Supervised Monocular Depth Estimation in the Dark: Towards Data Distribution Compensation Haolin Yang Chaoqiang Zhao Lu Sheng Yang Tang MDE 47 1 0 22 Apr 2024
F2FLDM: Latent Diffusion Models with Histopathology Pre-Trained Embeddings for Unpaired Frozen Section to FFPE Translation M. M. Ho Shikha Dubey Yosep Chong Beatrice S. Knudsen Tolga Tasdizen MedIm AI4CE 32 1 0 19 Apr 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model Han Gu Haoyu Dong Jichen Yang Maciej Mazurowski MedIm VLM 77 12 0 15 Apr 2024
Anatomical Conditioning for Contrastive Unpaired Image-to-Image Translation of Optical Coherence Tomography Images Marc S. Seibel H. Uzunova Timo Kepp Heinz Handels MedIm 21 0 0 08 Apr 2024
RoNet: Rotation-oriented Continuous Image Translation Yi Li Xinxiong Xie Lina Lei Haiyan Fu Yanqing Guo 3DH 38 0 0 06 Apr 2024
Modality Translation for Object Detection Adaptation Without Forgetting Prior Knowledge H. R. Medeiros Masih Aminbeidokhti F. Guerrero-Peña David Latortue Eric Granger M. Pedersoli VLM 43 2 0 01 Apr 2024
StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation Sidi Wu Yizi Chen Samuel Mermet L. Hurni Konrad Schindler Nicolas Gonthier Loic Landrieu GAN 33 7 0 29 Mar 2024
Medical Image Registration and Its Application in Retinal Images: A Review Qiushi Nie Xiaoqing Zhang Yan Hu Mingdao Gong Jiang-Dong Liu 48 3 0 25 Mar 2024
IVAC-P2L: Leveraging Irregular Repetition Priors for Improving Video Action Counting Hang Wang Zhi-Qi Cheng Youtian Du Lei Zhang 23 1 0 18 Mar 2024
Scene Depth Estimation from Traditional Oriental Landscape Paintings Sungho Kang Yeonghyeon Park H. Park Juneho Yi 32 0 0 06 Mar 2024
Unsupervised Motion Retargeting for Human-Robot Imitation Aleksa Marusic A. Tapus S. Nguyen 21 10 0 18 Jan 2024
Image Translation as Diffusion Visual Programmers Cheng Han James Liang Qifan Wang Majid Rabbani S. Dianat Raghuveer M. Rao Ying Nian Wu Dongfang Liu 29 8 0 18 Jan 2024
Towards Identifiable Unsupervised Domain Translation: A Diversified Distribution Matching Approach Sagar Shrestha Xiao Fu 23 3 0 18 Jan 2024
SynCDR : Training Cross Domain Retrieval Models with Synthetic Data Samarth Mishra Carlos D. Castillo Hongcheng Wang Kate Saenko Venkatesh Saligrama 51 1 0 31 Dec 2023
Artificial Intelligence for Digital and Computational Pathology Andrew H. Song Guillaume Jaume Drew F. K. Williamson Ming Y. Lu Anurag J. Vaidya Tiffany R. Miller Faisal Mahmood AI4CE 30 129 0 13 Dec 2023
Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement Heng Li Ziqin Lin Zhongxi Qiu Zinan Li Huazhu Fu Yan Hu Jiang-Dong Liu MedIm 29 9 0 03 Dec 2023
SMaRt: Improving GANs with Score Matching Regularity Mengfei Xia Yujun Shen Ceyuan Yang Ran Yi Wenping Wang Yong-jin Liu 28 5 0 30 Nov 2023
SpeechAct: Towards Generating Whole-body Motion from Speech Jinsong Zhang Minjie Zhu Yuxiang Zhang Yebin Liu Kun Li 28 0 0 29 Nov 2023
ControlStyle: Text-Driven Stylized Image Generation Using Diffusion Priors Jingwen Chen Yingwei Pan Ting Yao Tao Mei DiffM 31 38 0 09 Nov 2023
SCONE-GAN: Semantic Contrastive learning-based Generative Adversarial Network for an end-to-end image translation Iman Abbasnejad Fabio Zambetta Flora D. Salim Timothy Wiley Jeffrey Chan Russell Gallagher Ehsan Abbasnejad GAN 13 0 0 07 Nov 2023
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Shen Zheng Chan Lu S. Narasimhan DiffM 20 4 0 01 Nov 2023
Dark Side Augmentation: Generating Diverse Night Examples for Metric Learning Albert Mohwald Shachar Meir Srikkanth Ramachandran GAN 26 3 0 28 Sep 2023
Masked Discriminators for Content-Consistent Unpaired Image-to-Image Translation Bonifaz Stuhr Jürgen Brauer Bernhard Schick Jordi Gonzalez DiffM 24 0 0 22 Sep 2023
Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking Dan Zeng Mingliang Zou Xucheng Wang Shuiwang Li 23 13 0 22 Aug 2023
Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis Sahar Almahfouz Nasser Ashutosh Sharma Anmol Saraf Amruta Parulekar P. Haria A. Sethi MedIm 19 0 0 10 Aug 2023
LOTUS: Learning to Optimize Task-based US representations Yordanka Velikova Mohammad Farid Azampour Walter Simson Vanessa Gonzalez Duque Nassir Navab MedIm 17 3 0 29 Jul 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond Junyu Chen Yihao Liu Shuwen Wei Zhangxing Bian Shalini Subramanian A. Carass Jerry L. Prince Yong Du OOD 39 36 0 28 Jul 2023
Self-Supervised and Semi-Supervised Polyp Segmentation using Synthetic Data Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor 28 1 0 22 Jul 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring Haitao Lin Yanwei Fu Xiangyang Xue 23 5 0 21 Jul 2023
Joint one-sided synthetic unpaired image translation and segmentation for colorectal cancer prevention Enric Moreu Eric Arazo Kevin McGuinness Noel E. O'Connor MedIm 24 2 0 20 Jul 2023
Contrast, Stylize and Adapt: Unsupervised Contrastive Learning Framework for Domain Adaptive Semantic Segmentation Tianyu Li Subhankar Roy Huayi Zhou Hongtao Lu Stéphane Lathuilière 21 12 0 15 Jun 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 24 4 0 29 May 2023
Wavelet-based Unsupervised Label-to-Image Translation George Eskandar Mohamed Abdelsamad Karim Armanious Shuai Zhang B. Yang 36 6 0 16 May 2023
Style Transfer Enabled Sim2Real Framework for Efficient Learning of Robotic Ultrasound Image Analysis Using Simulated Data Keyu Li Xinyu Mao Chengwei Ye A. Li Yangxin Xu Max Q.-H. Meng MedIm 18 0 0 16 May 2023
ContraNeRF: 3D-Aware Generative Model via Contrastive Learning with Unsupervised Implicit Pose Embedding Mijeong Kim Hyunjoon Lee Bohyung Han 21 0 0 27 Apr 2023
Spectral Normalization and Dual Contrastive Regularization for Image-to-Image Translation Chen Zhao W. Cai Zheng Yuan DiffM 13 11 0 22 Apr 2023
Revisiting the Evaluation of Image Synthesis with GANs Mengping Yang Ceyuan Yang Yichi Zhang Qingyan Bai Yujun Shen Bo Dai EGVM 27 7 0 04 Apr 2023