Diffusion Models

Rethinking Cross-Modal Interaction in Multimodal Diffusion Transformers ICCV 2025 Rethinking Diffusion for Text-Driven Human Motion Generation: Redundant Representations, Evaluation, and Masked Autoregression CVPR 2025 Rethinking Diffusion Posterior Sampling: From Conditional Score Estimator to Maximizing a Posterior ICLR 2025 Rethinking DPO-style Diffusion Aligning Frameworks ICCV 2025 Rethinking High-speed Image Reconstruction Framework with Spike Camera AAAI 2025 Rethinking Score Distilling Sampling for 3D Editing and Generation ICML 2025 Rethinking Training for De-biasing Text-to-Image Generation: Unlocking the Potential of Stable Diffusion CVPR 2025 Rethink Sparse Signals for Pose-guided Text-to-image Generation ICCV 2025 Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model ICLR 2025 Retrieval Augmented Diffusion Model for Structure-informed Antibody Design and Optimization ICLR 2025 Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis CVPR 2025 RetroDiff: Retrosynthesis as Multi-stage Distribution Interpolation AISTATS 2025 Reusing Computation in Text-to-Image Diffusion for Efficient Generation of Image Sets ICCV 2025 Revelio: Interpreting and leveraging semantic information in diffusion models ICCV 2025 Reversing Flow for Image Restoration CVPR 2025 Reversing the Damage: A QP-Aware Transformer-Diffusion Approach for 8K Video Restoration under Codec Compression WACV 2025 Revisiting CAD Model Generation by Learning Raster Sketch AAAI 2025 Revisiting Diffusion Models: From Generative Pre-training to One-Step Generation ICML 2025 Reward-Directed Score-Based Diffusion Models via q-Learning JMLR 2025 Reward Fine-Tuning Two-Step Diffusion Models via Learning Differentiable Latent-Space Surrogate Reward CVPR 2025 Reward-Guided Iterative Refinement in Diffusion Models at Test-Time with Applications to Protein and DNA Design ICML 2025 Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs EMNLP 2025 REWIND: Real-Time Egocentric Whole-Body Motion Diffusion with Exemplar-Based Identity Conditioning CVPR 2025 REWIND: Speech Time Reversal for Enhancing Speaker Representations in Diffusion-based Voice Conversion Interspeech 2025 RFWave: Multi-band Rectified Flow for Audio Waveform Reconstruction ICLR 2025