[人工智能]非成对图像翻译(Unpaired Image-to-Image Translation)部分经典论文汇总

只简单找了一小部分

Survey

• [link] Image-to-Image Translation: Methods and Applications
• [link] An Overview of Image-to-Image Translation Using Generative Adversarial Networks

ICCV

• [link] [code] [blog] [CycleGAN] [17]
  Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks

• [link] [code] [blog] [FP] [19]
  Learning Fixed Points in Generative Adversarial Networks: From Image-to-Image Translation to Disease Detection and Localization

• [link] [code] [SPatchGAN] [21]
  SPatchGAN: A Statistical Feature Based Discriminator for Unsupervised Image-to-Image Translation

• [link] [code] [IrwGAN] [21]
  Unaligned Image-to-Image Translation by Learning to Reweight

ECCV

• [link] [code] [blog] [MUINT] [18]
  Multimodal Unsupervised Image-to-image Translation

• [link] [code] [blog] [DRIT] [18]
  Diverse Image-to-Image Translation via Disentangled Representations

• [link] [code] [blog] [CUT] [20]
  Contrastive Learning for Unpaired Image-to-Image Translation

• [link] [code] [blog] [ACL] [20]
  Unpaired Image-to-Image Translation Using Adversarial Consistency Loss

CVPR

• [link] [code] [blog] [StarGAN] [18]
  StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation

• [link] [code] [blog] [CouncilGAN] [20]
  Breaking the Cycle - Colleagues Are All You Need

• [link] [code] [blog] [StarGAN v2] [20]
  StarGAN v2: Diverse Image Synthesis for Multiple Domains

• [link] [code] [F-LSeSim] [21]
  The Spatially-Correlative Loss for Various Image Translation Tasks

• [link] [code] [blog] [DCL] [21]
  Dual Contrastive Learning for Unsupervised Image-to-Image Translation

• [link] [code] [MSPC] [22]
  Maximum Spatial Perturbation Consistency for Unpaired Image-to-Image Translation

• [link] [code] [SRC] [22]
  Exploring Patch-Wise Semantic Relation for Contrastive Learning in Image-to-Image Translation Tasks

• [link] [code] [SCC] [22]
  Alleviating Semantics Distortion in Unsupervised Low-Level Image-to-Image Translation via Structure Consistency Constraint

• [link] [code] [WKD] [22]
  Wavelet Knowledge Distillation: Towards Efficient Image-to-Image Translation

• [link] [code] [DCR] [22]
  Self-Supervised Dense Consistency Regularization for Image-to-Image Translation

• [link] [code] [blog] [GP-UNIT] [22]
  Unsupervised Image-to-Image Translation with Generative Prior

ICLR

• [link] [code] [U-GAT-IT] [20]
  U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation