Diffusion Models

Reviving Iterative Refinement in Diffusion-based NER with an Initializer-Restorer Approach ACL 2026 RewardFlow: Generate Images by Optimizing What You Reward CVPR 2026 Reward Forcing: Efficient Streaming Video Generation with Rewarded Distribution Matching Distillation CVPR 2026 Reward Sharpness-Aware Fine-Tuning for Diffusion Models CVPR 2026 RFDM: Residual Flow Diffusion Models for Video Editing CVPR 2026 RISE: Single Static Radar-based Indoor Scene Understanding CVPR 2026 Robust Single-Stage Fully Sparse 3D Object Detection via Detachable Latent Diffusion AAAI 2026 Roots Beneath the Cut: Uncovering the Risk of Concept Revival in Pruning-Based Unlearning for Diffusion Models CVPR 2026 RPGen: Robust and Differentially Private Synthetic Image Generation AAAI 2026 RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation AAAI 2026 S2D: Sparse to Dense Lifting for 3D Reconstruction with Minimal Inputs CVPR 2026 S²Flow: Towards Fast and Authentic Training-Free High-Resolution Video Generation AAAI 2026 S^2-KD: Semantic-Spectral Knowledge Distillation Spatiotemporal Forecasting AAAI 2026 Saber: Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model in Code Generation ACL 2026 SAC-Diff: A Scan-Aware Consistency-Enhanced Diffusion Framework for Unsupervised Chest CT Anomaly Detection MIDL 2026 SafeRoPE: Risk-specific Head-wise Embedding Rotation for Safe Generation in Rectified Flow Transformers CVPR 2026 SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation AAAI 2026 SalDiff-DTM: A Novel Dual-Temporal Modulated Diffusion Model for Omnidirectional Images Scanpath Prediction AAAI 2026 SAMGTD: Spatial-Aware Masked Graph Transformer-Diffusion Model for Enhanced Cell Type Deconvolution in Spatial Transcriptomics AAAI 2026 Sampling-Aware Quantization for Diffusion Models CVPR 2026 SAR-DisentDM: A Semantic-Disentangled Diffusion Model for Limited-Data SAR Image Synthesis AAAI 2026 Sat2Flow: A Structure-Aware Diffusion Framework for Human Flow Generation from Satellite Imagery AAAI 2026 SCAdapter: Content-Style Disentanglement for Diffusion Style Transfer WACV 2026 Scale Space Diffusion CVPR 2026 SCALEX: Scalable Concept and Latent Exploration for Diffusion Models WACV 2026