Memory-Guided Unsupervised Image-to-Image Translation
Somi Jeong, Youngjung Kim, Eungbean Lee, Kwanghoon Sohn
2021Year
17Top-tier citations
Abstract
Instance-level image-to-image translation. We present a memory-guided unsupervised image-to-image translation method that performs diverse translation between two visual domains by leveraging a class-aware memory.
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Install the CLIlune papers fulltext a76b3461-62ff-49f7-9f48-9fe1c782b826Cited by top-tier papers17
- Artistic Style Transfer with Internal-external Learning and Contrastive LearningHaibo Chen, Lei Zhao, Zhizhong Wang, Huiming Zhang et al.NeurIPS 2021 · 243 citations
- Wavelet Knowledge Distillation: Towards Efficient Image-to-Image TranslationLinfeng Zhang, Xin Chen, Xiaobing Tu, Pengfei Wan et al.CVPR 2022 · 105 citations
- InstaFormer: Instance-Aware Image-to-Image Translation with TransformerSoohyun Kim, Jongbeom Baek, Jihye Park, Gyeongnyeon Kim et al.CVPR 2022 · 53 citations
- Multi-weather Image Restoration via Domain TranslationPrashant W. Patil, Sunil Gupta, Santu Rana, Svetha Venkatesh et al.ICCV 2023 · 50 citations
- Robustness via Uncertainty-aware Cycle ConsistencyUddeshya Upadhyay, Yanbei Chen, Zeynep AkataNeurIPS 2021 · 28 citations
Builds on5
- Video Object Segmentation Using Space-Time Memory NetworksSeoung Wug Oh, Joon-Young Lee, Ning Xu, Seon Joo KimICCV 2019 · 845 citations
- Memory Aggregation Networks for Efficient Interactive Video Object SegmentationJiaxu Miao, Yunchao Wei, Yi YangCVPR 2020
- Learning Memory-Guided Normality for Anomaly DetectionHyunjong Park, Jongyoun Noh, Bumsub HamCVPR 2020
- MaskGAN: Towards Diverse and Interactive Facial Image ManipulationCheng-Han Lee, Ziwei Liu, Lingyun Wu, Ping LuoCVPR 2020
- DUNIT: Detection-Based Unsupervised Image-to-Image TranslationDeblina Bhattacharjee, Seungryong Kim, Guillaume Vizier, Mathieu SalzmannCVPR 2020
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