Diffusion Models

Vision Foundation Models Can Be Good Tokenizers for Latent Diffusion Models CVPR 2026 ViSTA: Visual Storytelling using Multi-modal Adapters for Text-to-Image Diffusion Models WACV 2026 Visual Bridge: Universal Visual Perception Representations Generating AAAI 2026 Visual Diffusion Models are Geometric Solvers CVPR 2026 Visual-Friendly Concept Protection via Selective Adversarial Perturbations AAAI 2026 VitaGlyph: Vitalizing Artistic Typography with Flexible Dual-branch Diffusion Models WACV 2026 VIVA: VLM-Guided Instruction-Based Video Editing with Reward Optimization CVPR 2026 VLIC: Vision-Language Models As Perceptual Judges for Human-Aligned Image Compression CVPR 2026 VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion WACV 2026 VLM-Guided Group Preference Alignment for Diffusion-based Human Mesh Recovery CVPR 2026 VMonarch: Efficient Video Diffusion Transformers with Structured Attention CVPR 2026 VoiceCloak: A Multi-Dimensional Defense Framework Against Unauthorized Diffusion-Based Voice Cloning AAAI 2026 VOSR: A Vision-Only Generative Model for Image Super-Resolution CVPR 2026 VPHO: Joint Visual-Physical Cue Learning and Aggregation for Hand-Object Pose Estimation AAAI 2026 WaDi: Weight Direction-aware Distillation for One-step Image Synthesis CVPR 2026 WAM-Flow: Parallel Coarse-to-Fine Motion Planning via Discrete Flow Matching for Autonomous Driving CVPR 2026 Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026 WaTeRFlow: Watermark Temporal Robustness via Flow Consistency CVPR 2026 WaveDiST: A Wavelet Diffusion Transformer for Spatio-Temporal Estimation on Unobserved Locations AAAI 2026 WaveEx: Accelerating Flow Matching-based Speech Generation via Wavelet-guided Extrapolation AAAI 2026 WDT-MD: Wavelet Diffusion Transformers for Microaneurysm Detection in Fundus Images AAAI 2026 Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework AAAI 2026 WeatherEdit: Controllable Weather Editing with 4D Gaussian Field AAAI 2026 Weight Space Representation Learning via Neural Field Adaptation CVPR 2026 WeMMU: Enhanced Bridging of Vision-Language Models and Diffusion Models via Noisy Query Tokens CVPR 2026