Diffusion Models

Accelerating Flow-Matching-Based Text-to-Speech via Empirically Pruned Step Sampling Interspeech 2025 ACE: All-round Creator and Editor Following Instructions via Diffusion Transformer ICLR 2025 ACE: Anti-Editing Concept Erasure in Text-to-Image Models CVPR 2025 A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training CVPR 2025 Acquire and then Adapt: Squeezing out Text-to-Image Model for Image Restoration CVPR 2025 AcT2I: Evaluating and Improving Action Depiction in Text-to-Image Models EMNLP 2025 ActionDiffusion: An Action-Aware Diffusion Model for Procedure Planning in Instructional Videos WACV 2025 Active Hyperspectral Imaging Using an Event Camera CVPR 2025 AdaDiff: Adaptive Step Selection for Fast Diffusion Models AAAI 2025 AdaHuman: Animatable Detailed 3D Human Generation with Compositional Multiview Diffusion ICCV 2025 AdaptEdit: An Adaptive Correspondence Guidance Framework for Reference-Based Video Editing IJCAI 2025 Adapting Text-to-Image Generation with Feature Difference Instruction for Generic Image Restoration CVPR 2025 Adaptive Caching for Faster Video Generation with Diffusion Transformers ICCV 2025 Adaptive Guidance: Training-free Acceleration of Conditional Diffusion Models AAAI 2025 Adaptive Median Smoothing: Adversarial Defense for Unlearned Text-to-Image Diffusion Models at Inference Time ICML 2025 Adaptive Non-Uniform Timestep Sampling for Accelerating Diffusion Model Training CVPR 2025 A Data-Driven Diffusion-based Approach for Audio Deepfake Explanations Interspeech 2025 A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization WACV 2025 ADBM: Adversarial Diffusion Bridge Model for Reliable Adversarial Purification ICLR 2025 Adding Additional Control to One-Step Diffusion with Joint Distribution Matching ICCV 2025 Adding Conditional Control to Diffusion Models with Reinforcement Learning ICLR 2025 Add-it: Training-Free Object Insertion in Images With Pretrained Diffusion Models ICLR 2025 Addressing Cold-Start Problem in Click-Through Rate Prediction via Supervised Diffusion Modeling AAAI 2025 Addressing Text Embedding Leakage in Diffusion-based Image Editing ICCV 2025 ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization ICML 2025