Diffusion Models

IntentMotion: Learning Intent-Aware Human Motion from Language in 3D Scenes AAAI 2026 Interact2Ar: Full-Body Human-Human Interaction Generation via Autoregressive Diffusion Models CVPR 2026 InteracTalker: Prompt-Based Human-Object Interaction with Co-Speech Gesture Generation WACV 2026 InterAgent: Physics-based Multi-agent Command Execution via Diffusion on Interaction Graphs CVPR 2026 Interpretable Prompts made Edit-Friendly: Token-to-Token Similarity Reduction in dLLMs for Edit-Friendly Hard Prompt Inversion CVPR 2026 Intrinsic Concept Extraction Based on Compositional Interpretability CVPR 2026 Intrinsic Image Fusion for Multi-View 3D Material Reconstruction CVPR 2026 IntrinsicWeather: Controllable Weather Editing in Intrinsic Space CVPR 2026 InvAD: Inversion-based Reconstruction-Free Anomaly Detection with Diffusion Models CVPR 2026 Invariant Conditional Molecular Generation Under Distribution Shift AAAI 2026 InverFill: One-Step Inversion for Enhanced Few-Step Diffusion Inpainting CVPR 2026 IP-Adapter Is All You Need: Towards Fine-Tuning-Free Diffusion-Based Talking Face Generation CVPR 2026 Iris: Bringing Real-World Priors into Diffusion Model for Monocular Depth Estimation CVPR 2026 Iris: Integrating Language into Diffusion-based Monocular Depth Estimation CVPR 2026 It's Never Too Late: Noise Optimization for Collapse Recovery in Trained Diffusion Models CVPR 2026 JoDiffusion: Jointly Diffusing Image with Pixel-Level Annotations for Semantic Segmentation Promotion AAAI 2026 Just-in-Time: Training-Free Spatial Acceleration for Diffusion Transformers CVPR 2026 KLIP: Localized Distribution Shift Detection via KL-Divergence with Diffusion Priors in Inverse Problems CVPR 2026 Knowledge Graph Guided Heterogeneity-Informed Diffusion Model for Spatio-Temporal Generation AAAI 2026 K-ProtoDiff: Key Prototypes-Guided Diffusion for Time Series Generation AAAI 2026 L3DR: 3D-aware LiDAR Diffusion and Rectification CVPR 2026 LabelG: Consistent Pairwise 3D CT Image and Segmentation Mask Generation via Medical Foundation Models MIDL 2026 LacTokGen: Latent Consistency Tokenizer for 1024-pixel Image Generation by 256 Tokens CVPR 2026 LADR: Locality-Aware Dynamic Rescue for Efficient Text-to-Image Generation with Diffusion Large Language Models ACL 2026 LAMIC: Layout-Aware Multi-Image Composition via Scalability of Multimodal Diffusion Transformer AAAI 2026