Diffusion Models

FoleyDesigner: Immersive Stereo Foley Generation with Precise Spatio-Temporal Alignment for Film Clips CVPR 2026 FoleyDirector: Fine-Grained Temporal Steering for Video-to-Audio Generation via Structured Scripts CVPR 2026 Food Image Generation on Multi-Noun Categories WACV 2026 Forecast Then Calibrate: Feature Caching as ODE for Efficient Diffusion Transformers AAAI 2026 Forecast the Principal, Stabilize the Residual: Subspace-Aware Feature Caching for Diffusion Transformers CVPR 2026 ForeDiffusion: Foresight-Conditioned Diffusion Policy via Future View Construction for Robot Manipulation AAAI 2026 Forensic-Friendly Image Manipulation via Controllable Latent Diffusion CVPR 2026 FoundIR-v2: Optimizing Pre-Training Data Mixtures for Image Restoration Foundation Model CVPR 2026 FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution CVPR 2026 FrankenMotion: Part-level Human Motion Generation and Composition CVPR 2026 FreeCond: Free Lunch in the Input Conditions of Text-Guided Inpainting WACV 2026 FreeInpaint: Tuning-free Prompt Alignment and Visual Rationality Enhancement in Image Inpainting AAAI 2026 Free-Lunch Long Video Generation via Layer-Adaptive O.O.D Correction CVPR 2026 FreeMem: Enhancing Consistency in Long Video Generation via Tuning-Free Memory AAAI 2026 Frequency-Aware Flow Matching for High-Quality Image Generation CVPR 2026 Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification AAAI 2026 Frequency-Dependent Scheduled Schrödinger Bridge for Underwater Acoustic Signal Denoising AAAI 2026 From 2D Alignment to 3D Plausibility: Unifying Heterogeneous 2D Priors and Penetration-Free Diffusion for Occlusion-Robust Two-Hand Reconstruction CVPR 2026 From AR to Diffusion: Efficiently Adapting Large Language Models with Strictly Causal and Elastic Horizons ACL 2026 From Discriminative to Generative: A Diffusion-Based Paradigm for Multi-Agent Collaborative Perception AAAI 2026 From Events to Clarity: The Event-Guided Diffusion Framework for Dehazing CVPR 2026 From Global to Factor-Wise Expert Composition in Discrete Diffusion Models UAI 2026 From Inpainting to Layer Decomposition: Repurposing Generative Inpainting Models for Image Layer Decomposition CVPR 2026 From Sketch to Fresco: Efficient Diffusion Transformer with Progressive Resolution CVPR 2026 From TDMA to CDMA: A Multi-bit Watermark for Diffusion Language Models ACL 2026