Diffusion Models

FuLLaMa: Training-free Diffusion-based Object Removal with Context Preservation WACV 2026 Full-Atom Peptide Design via Riemannian–Euclidean Bayesian Flow Networks AAAI 2026 Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models WACV 2026 FUSER: Feed-Forward Multiview 3D Registration Transformer and SE(3)$^N$ Diffusion Refinement CVPR 2026 Fusion in Your Way: Aligning Image Fusion with Heterogeneous Demands via Direct Preference Optimization CVPR 2026 F-ViTA: Foundation Model Guided Visible to Infrared Translation WACV 2026 Gait Recognition via Collaborating Discriminative and Generative Diffusion Models AAAI 2026 Gated Condition Injection without Multimodal Attention: Towards Controllable Linear-Attention Transformers CVPR 2026 GaussianGrow: Geometry-aware Gaussian Growing from 3D Point Clouds with Text Guidance CVPR 2026 GDPO-SR: Group Direct Preference Optimization for One-Step Generative Image Super-Resolution CVPR 2026 GDRO: Group-level Reward Post-training Suitable for Diffusion Models CVPR 2026 Gen3R: 3D Scene Generation Meets Feed-Forward Reconstruction CVPR 2026 Gen-AFFECT: Generation of Avatar Fine-grained Facial Expressions with Consistent identiTy WACV 2026 General and Domain-Specific Zero-shot Detection of Generated Images via Conditional Likelihood WACV 2026 GenErase: Generalizable and Semantically-Aware Concept Erasure in Diffusion Models CVPR 2026 Generating Humanless Environment Walkthroughs from Egocentric Walking Tour Videos CVPR 2026 Generating Risky Samples with Conformity Constraints via Diffusion Models AAAI 2026 Generative AI Against Poaching: Latent Composite Flow Matching for Poaching Prediction AAAI 2026 Generative Branching for Mixed-Integer Linear Programming AAAI 2026 Generative Diffusion Priors for 3D Mapping of the Dark Universe CVPR 2026 Generative Neural Video Compression via Video Diffusion Prior CVPR 2026 GenHSI: Controllable Generation of Human-Scene Interaction Videos WACV 2026 GenMask: Adapting DiT for Segmentation via Direct Mask Generation CVPR 2026 GenPTW: Latent Image Watermarking for Provenance Tracing and Tamper Localization AAAI 2026 Gentle Manipulation Policy Learning via Demonstrations from VLM Planned Atomic Skills AAAI 2026