Diffusion Models

Conditional Text-to-Image Generation with Reference Guidance WACV 2026 ConsID-Gen: View-Consistent and Identity-Preserving Image-to-Video Generation CVPR 2026 ConsistTalk: Intensity Controllable Temporally Consistent Talking Head Generation with Diffusion Noise Search AAAI 2026 CONSTANT: Towards High-Quality One-Shot Handwriting Generation with Patch Contrastive Enhancement and Style-Aware Quantization WACV 2026 Constrained Particle Seeking: Solving Diffusion Inverse Problems with Just Forward Passes AAAI 2026 Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026 Content-Aware Dynamic Patchification for Efficient Video Diffusion CVPR 2026 Context-Aware Diffusion for Telemetry Time Series with Permutation-Stable Feature Modeling (Student Abstract) AAAI 2026 ContextFlow: Training-Free Video Object Editing via Adaptive Context Enrichment AAAI 2026 Continuous Degradation Modeling via Latent Flow Matching for Real-World Super-Resolution AAAI 2026 ControlAudio: Tackling Text-Guided, Timing-Indicated and Intelligible Audio Generation via Progressive Diffusion Modeling ACL 2026 ControlEvents: Controllable Synthesis of Event Camera Data with Foundational Prior from Image Diffusion Models WACV 2026 Controllable Financial Market Generation with Diffusion Guided Meta Agent AAAI 2026 ControlVP: Interactive Geometric Refinement of AI-Generated Images with Consistent Vanishing Points WACV 2026 Conversational Image Generation: Towards Multi-Round Personalized Generation with Multi-Modal Language Models WACV 2026 CoopDiff: A Diffusion-Guided Approach for Cooperation under Corruptions CVPR 2026 CoordSpeaker: Exploiting Gesture Captioning for Coordinated Caption-Empowered Co-Speech Gesture Generation CVPR 2026 Copyright Infringement Detection in Text-to-Image Diffusion Models via Differential Privacy AAAI 2026 CorrectAD: A Self-Correcting Agentic System to Improve End-to-end Planning in Autonomous Driving AAAI 2026 Correspondence-Attention Alignment for Multi-View Diffusion Models CVPR 2026 CoT-Edit: Let CoT Guide Instruction Video Editing CVPR 2026 COT-FM: Cluster-wise Optimal Transport Flow Matching CVPR 2026 Coupled Diffusion Sampling for Training-Free Multi-View Image Editing CVPR 2026 CRAFT: Aligning Diffusion Models with Fine-Tuning Is Easier Than You Think CVPR 2026 CRAFT-LoRA: Content-Style Personalization via Rank-Constrained Adaptation and Training-Free Fusion CVPR 2026