Diffusion Models

Beyond Conservation: Flexible Molecular Assembly with Unbalanced Diffusion Bridge AAAI 2026 Beyond Diffusion: Consistency Models for One-Step, High-Fidelity MRI Reconstruction MIDL 2026 Beyond Fixed Formulas: Data-Driven Linear Predictor for Efficient Diffusion Models CVPR 2026 Beyond Fully Random Masking: Attention-Guided Denoising and Optimization for Diffusion Language Models ACL 2026 Beyond Hard Masks: Progressive Token Evolution for Diffusion Language Models ACL 2026 Beyond Mimicry: Learning Whole-Body Human-Humanoid Interaction from Human-Human Demonstrations CVPR 2026 Beyond Missing Modalities: Hypergraph Conditioned Diffusion for Uncertainty-Aware Multimodal Emotion Recognition CVPR 2026 Beyond Single-Point Perturbation: A Hierarchical, Manifold-Aware Approach to Diffusion Attacks AAAI 2026 Beyond Text Prompts: Precise Concept Erasure through Text-Image Collaboration CVPR 2026 Beyond the Golden Data: Resolving the Motion-Vision Quality Dilemma via Timestep Selective Training CVPR 2026 Beyond Wide-Angle Images: Structure-to-Detail Video Portrait Correction via Unsupervised Spatiotemporal Adaptation AAAI 2026 Bi-Bridge: Bidirectional Diffusion Bridges for Low-Light Image Enhancement CVPR 2026 Bi-directional Autoregressive Diffusion for Large Complex Motion Interpolation CVPR 2026 Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation AAAI 2026 BiGain: Unified Token Compression for Joint Generation and Classification CVPR 2026 BiMol-Diff: A Unified Diffusion Framework for Molecular Generation and Captioning ACL 2026 Blur2Sharp: Human Novel Pose and View Synthesis with Generative Prior Refinement WACV 2026 BokehFlow: Depth-Free Controllable Bokeh Rendering via Flow Matching AAAI 2026 Boosting Cross-problem Generalization in Diffusion-Based Neural Combinatorial Solver via Inference Time Adaptation AAAI 2026 Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings AAAI 2026 BoostSLT: Boosting Sign Language Translation via a Plug-and-Play Diffusion-Based Semantic Enhancer CVPR 2026 Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models ACL 2026 BoxSplitGen: A Generative Model for 3D Part Bounding Boxes in Varying Granularity WACV 2026 BrandFusion: Aligning Image Generation with Brand Styles WACV 2026 Breaking Block Boundaries: Anchor-based History-stable Decoding for Diffusion Large Language Models ACL 2026