| Learning Flow Fields in Attention for Controllable Person Image Generation | Dec 11, 2024 | AttributeImage Generation | CodeCode Available | 5 |
| Composer: Creative and Controllable Image Synthesis with Composable Conditions | Feb 20, 2023 | Image ColorizationImage Generation | CodeCode Available | 3 |
| TryOffDiff: Virtual-Try-Off via High-Fidelity Garment Reconstruction using Diffusion Models | Nov 27, 2024 | Garment ReconstructionImage Generation | CodeCode Available | 2 |
| Skeleton-free Pose Transfer for Stylized 3D Characters | Jul 28, 2022 | Pose Transfer | CodeCode Available | 2 |
| One-Shot Learning for Pose-Guided Person Image Synthesis in the Wild | Sep 15, 2024 | GPUImage Generation | CodeCode Available | 1 |
| Weakly-supervised 3D Pose Transfer with Keypoints | Jul 25, 2023 | Pose Transfer | CodeCode Available | 1 |
| Bidirectionally Deformable Motion Modulation For Video-based Human Pose Transfer | Jul 15, 2023 | motion predictionPose Transfer | CodeCode Available | 1 |
| Zero-shot Pose Transfer for Unrigged Stylized 3D Characters | May 31, 2023 | Pose Transfer | CodeCode Available | 1 |
| UPGPT: Universal Diffusion Model for Person Image Generation, Editing and Pose Transfer | Apr 18, 2023 | DisentanglementImage Generation | CodeCode Available | 1 |
| Unsupervised 3D Pose Transfer with Cross Consistency and Dual Reconstruction | Nov 18, 2022 | Pose Transfer | CodeCode Available | 1 |
| SCAM! Transferring humans between images with Semantic Cross Attention Modulation | Oct 10, 2022 | DiversityImage Generation | CodeCode Available | 1 |
| Cross Attention Based Style Distribution for Controllable Person Image Synthesis | Aug 1, 2022 | Image GenerationPose Transfer | CodeCode Available | 1 |
| TIPS: Text-Induced Pose Synthesis | Jul 24, 2022 | Pose Transfer | CodeCode Available | 1 |
| TransGrasp: Grasp Pose Estimation of a Category of Objects by Transferring Grasps from Only One Labeled Instance | Jul 16, 2022 | Pose EstimationPose Transfer | CodeCode Available | 1 |
| Multi-scale Attention Guided Pose Transfer | Feb 14, 2022 | Pose Transfer | CodeCode Available | 1 |
| Geometry-Contrastive Transformer for Generalized 3D Pose Transfer | Dec 14, 2021 | Pose Transfer | CodeCode Available | 1 |
| 3D Pose Transfer with Correspondence Learning and Mesh Refinement | Sep 30, 2021 | 3D GenerationPose Transfer | CodeCode Available | 1 |
| Intrinsic-Extrinsic Preserved GANs for Unsupervised 3D Pose Transfer | Aug 17, 2021 | DisentanglementGenerative Adversarial Network | CodeCode Available | 1 |
| VirtualConductor: Music-driven Conducting Video Generation System | Jul 28, 2021 | Pose TransferVideo Generation | CodeCode Available | 1 |
| Controllable Person Image Synthesis with Spatially-Adaptive Warped Normalization | May 31, 2021 | Image GenerationImage-to-Image Translation | CodeCode Available | 1 |
| Learning Semantic Person Image Generation by Region-Adaptive Normalization | Apr 14, 2021 | Image GenerationPose Transfer | CodeCode Available | 1 |
| Dressing in Order: Recurrent Person Image Generation for Pose Transfer, Virtual Try-on and Outfit Editing | Apr 14, 2021 | Fashion SynthesisImage Generation | CodeCode Available | 1 |
| NPMs: Neural Parametric Models for 3D Deformable Shapes | Apr 1, 2021 | Pose Transfer | CodeCode Available | 1 |
| Progressive and Aligned Pose Attention Transfer for Person Image Generation | Mar 22, 2021 | Data AugmentationGenerative Adversarial Network | CodeCode Available | 1 |
| PISE: Person Image Synthesis and Editing with Decoupled GAN | Mar 6, 2021 | Human ParsingImage Generation | CodeCode Available | 1 |
| Human Pose Transfer by Adaptive Hierarchical Deformation | Dec 13, 2020 | Image GenerationPose Transfer | CodeCode Available | 1 |
| PoNA: Pose-guided Non-local Attention for Human Pose Transfer | Dec 13, 2020 | Generative Adversarial NetworkPerson Re-Identification | CodeCode Available | 1 |
| MUST-GAN: Multi-level Statistics Transfer for Self-driven Person Image Generation | Nov 18, 2020 | Image GenerationPose Transfer | CodeCode Available | 1 |
| Bipartite Graph Reasoning GANs for Person Image Generation | Aug 10, 2020 | Image GenerationPose Transfer | CodeCode Available | 1 |
| Unsupervised Shape and Pose Disentanglement for 3D Meshes | Jul 22, 2020 | DisentanglementPose Transfer | CodeCode Available | 1 |
| XingGAN for Person Image Generation | Jul 17, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| Controllable Person Image Synthesis with Attribute-Decomposed GAN | Mar 27, 2020 | Attributecontinuous-control | CodeCode Available | 1 |
| Neural Pose Transfer by Spatially Adaptive Instance Normalization | Mar 16, 2020 | Pose TransferStyle Transfer | CodeCode Available | 1 |
| Progressive Pose Attention Transfer for Person Image Generation | Apr 6, 2019 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 |
| PhysRig: Differentiable Physics-Based Skinning and Rigging Framework for Realistic Articulated Object Modeling | Jun 26, 2025 | ObjectObject Reconstruction | —Unverified | 0 |
| Disentangled Human Body Representation Based on Unsupervised Semantic-Aware Learning | May 25, 2025 | DisentanglementPose Transfer | —Unverified | 0 |
| "I Know It When I See It": Mood Spaces for Connecting and Expressing Visual Concepts | Apr 21, 2025 | AttributePose Transfer | —Unverified | 0 |
| HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation | Feb 7, 2025 | FormPose Transfer | —Unverified | 0 |
| TruePose: Human-Parsing-guided Attention Diffusion for Full-ID Preserving Pose Transfer | Feb 5, 2025 | DenoisingHuman Parsing | —Unverified | 0 |
| Can Pose Transfer Models Generate Realistic Human Motion? | Jan 26, 2025 | Pose Transfer | —Unverified | 0 |
| DRDM: A Disentangled Representations Diffusion Model for Synthesizing Realistic Person Images | Dec 25, 2024 | Image GenerationPose Transfer | —Unverified | 0 |
| Beyond Imperfections: A Conditional Inpainting Approach for End-to-End Artifact Removal in VTON and Pose Transfer | Oct 5, 2024 | Pose TransferVirtual Try-on | —Unverified | 0 |
| Neural Pose Representation Learning for Generating and Transferring Non-Rigid Object Poses | Jun 14, 2024 | DisentanglementObject | —Unverified | 0 |
| Towards Robust 3D Pose Transfer with Adversarial Learning | Apr 2, 2024 | 3D GenerationPose Transfer | —Unverified | 0 |
| CCPA: Long-term Person Re-Identification via Contrastive Clothing and Pose Augmentation | Feb 22, 2024 | Graph AttentionPerson Re-Identification | —Unverified | 0 |
| A Novel Garment Transfer Method Supervised by Distilled Knowledge of Virtual Try-on Model | Jan 23, 2024 | DisentanglementKnowledge Distillation | —Unverified | 0 |
| RePoseDM: Recurrent Pose Alignment and Gradient Guidance for Pose Guided Image Synthesis | Oct 24, 2023 | Image GenerationPose-Guided Image Generation | —Unverified | 0 |
| Geometrically Consistent Partial Shape Matching | Sep 10, 2023 | Pose Transfer | —Unverified | 0 |
| ImageBrush: Learning Visual In-Context Instructions for Exemplar-Based Image Manipulation | Aug 2, 2023 | Image ManipulationPose Transfer | —Unverified | 0 |
| DSFFNet: Dual-Side Feature Fusion Network for 3D Pose Transfer | May 24, 2023 | DecoderPose Transfer | CodeCode Available | 0 |