Diffusion Models

Image Generation from Contextually-Contradictory Prompts CVPR 2026 Image-Guided Geometric Stylization of 3D Meshes CVPR 2026 ImageRAGTurbo: Towards One-step Text-to-Image Generation with Retrieval-Augmented Diffusion Models CVPR 2026 Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model AAAI 2026 IMAGGarment+: Efficient Attribute-Wise Diffusion for Garment Generation AAAI 2026 Imagine Before Concentration: Diffusion-Guided Registers Enhance Partially Relevant Video Retrieval CVPR 2026 I'm a Map! Interpretable Motion-Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion Transformers CVPR 2026 ImmersiveTTS: Environment-Aware Text-to-Speech with Multimodal Diffusion Transformer and Domain-Specific Representation Alignment ACL 2026 Improving Controllable Generation: Faster Training and Better Performance via x0-Supervision CVPR 2026 Improving Diffusion Generalization with Weak-to-Strong Segmented Guidance CVPR 2026 Improving Text-to-Image Generation with Intrinsic Self-Confidence Rewards CVPR 2026 IMS3: Breaking Distributional Aggregation in Diffusion-Based Dataset Distillation CVPR 2026 Indoor Multi-View Radar Object Detection via 3D Bounding Box Diffusion AAAI 2026 Inference-Time Feedback for Reasoning Controllability in Diffusion Language Models ACL 2026 Inference-time Physics Alignment of Video Generative Models with Latent World Models CVPR 2026 Inference-time Scaling for Diffusion-based Audio Super-resolution AAAI 2026 Infinite-Story: A Training-Free Consistent Text-to-Image Generation AAAI 2026 Infinity-RoPE: Action-Controllable Infinite Video Generation Emerges From Autoregressive Self-Rollout CVPR 2026 InnoAds-Composer: Efficient Condition Composition for E-Commerce Poster Generation CVPR 2026 Inpaint-Anywhere: Zero-Shot Multi-Identity Inpainting with Efficient Diffusion Transformer AAAI 2026 Insert Anything: Image Insertion via In-Context Editing in DiT AAAI 2026 InstantRetouch: Efficient and High-Fidelity Instruction-Guided Image Retouching with Bilateral Space CVPR 2026 InstantViR: Real-Time Video Inverse Problem Solver with Distilled Diffusion Prior CVPR 2026 InstructMix2Mix: Consistent Sparse-View Editing Through Multi-View Model Personalization CVPR 2026 Integrating Reweighted Least Squares with Plug-and-Play Diffusion Priors for Noisy Image Restoration AAAI 2026