Diffusion Models

Directional Adaptive Shuffle-Based Visual State-Space Models for Medical Image Restoration MICCAI 2025 Directional Label Diffusion Model for Learning from Noisy Labels CVPR 2025 Dis²Booth: Learning Image Distribution with Disentangled Features for Text-to-Image Diffusion Models AAAI 2025 Disco4D: Disentangled 4D Human Generation and Animation from a Single Image CVPR 2025 DisCoRD: Discrete Tokens to Continuous Motion via Rectified Flow Decoding ICCV 2025 Discrete Copula Diffusion ICLR 2025 Discrete Diffusion Language Model for Efficient Text Summarization NAACL 2025 Discrete Diffusion Schrödinger Bridge Matching for Graph Transformation ICLR 2025 Discrete Markov Probabilistic Models: An Improved Discrete Score-Based Framework with sharp convergence bounds under minimal assumptions ICML 2025 Discrete to Continuous: Generating Smooth Transition Poses from Sign Language Observations CVPR 2025 Disentangled Clothed Avatar Generation with Layered Representation ICCV 2025 Disentangled Contrastive Bundle Recommendation with Conditional Diffusion AAAI 2025 Disentangled Motion Modeling for Video Frame Interpolation AAAI 2025 Disentangled Pose and Appearance Guidance for Multi-Pose Generation CVPR 2025 Disentangling Disentangled Representations: Towards Improved Latent Units via Diffusion Models WACV 2025 Disentangling Speaker and Content in Pre-trained Speech Models with Latent Diffusion for Robust Speaker Verification Interspeech 2025 Disentangling Subject-Irrelevant Elements in Personalized Text-to-Image Diffusion via Filtered Self-Distillation WACV 2025 DisEnvisioner: Disentangled and Enriched Visual Prompt for Customized Image Generation ICLR 2025 DisPose: Disentangling Pose Guidance for Controllable Human Image Animation ICLR 2025 DiSRT-In-Bed: Diffusion-Based Sim-to-Real Transfer Framework for In-Bed Human Mesh Recovery CVPR 2025 Dissecting and Mitigating Diffusion Bias via Mechanistic Interpretability CVPR 2025 DiST-4D: Disentangled Spatiotemporal Diffusion with Metric Depth for 4D Driving Scene Generation ICCV 2025 DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion ICCV 2025 Distillation of Discrete Diffusion through Dimensional Correlations ICML 2025 Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion ICCV 2025