Diffusion Models

Target-Balanced Score Distillation AAAI 2026 Targeted Data Protection for Diffusion Model by Matching Training Trajectory AAAI 2026 TarPro: Targeted Protection Against Malicious Image Editing AAAI 2026 Task-Oriented Data Synthesis and Control-Rectify Sampling for Remote Sensing Semantic Segmentation CVPR 2026 TC-Pade: Trajectory-Consistent Pade Approximation for Diffusion Acceleration CVPR 2026 TempoControl: Temporal Attention Guidance for Text-to-Video Models CVPR 2026 Temporal-Consistent Video Restoration with Pre-trained Diffusion Models AAAI 2026 Temporal Equilibrium MeanFlow: Bridging the Scale Gap for One-Step Generation CVPR 2026 Test-Time Alignment of Text-to-Image Diffusion Models via Null-Text Embedding Optimisation CVPR 2026 Test-Time Preference Optimization for Image Restoration AAAI 2026 Test-time Sparsity for Extreme Fast Action Diffusion CVPR 2026 Text-Driven 3D Hand Motion Generation from Sign Language Data CVPR 2026 TextPecker: Rewarding Structural Anomaly Quantification for Enhancing Visual Text Rendering CVPR 2026 TEXTRIX: Latent Attribute Grid for Native Texture Generation and Beyond CVPR 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 T-GVC: Trajectory-Guided Generative Video Coding at Ultra-Low Bitrates AAAI 2026 The Bitter Lesson of Diffusion Language Models for Agentic Workflows: A Comprehensive Reality Check ACL 2026 The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy CVPR 2026 The devil is in the details: Enhancing Video Virtual Try-On via Keyframe-Driven Details Injection CVPR 2026 The Drift Kernel: Why Diffusion Models Change Even When Told Not To CVPR 2026 TherA: Thermal-Aware Visual-Language Prompting for Controllable RGB-to-Thermal Infrared Translation CVPR 2026 Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification AAAI 2026 The Universal Normal Embedding CVPR 2026 Thinking Diffusion: Penalize and Guide Visual-Grounded Reasoning in Diffusion Multimodal Language Models CVPR 2026 Think-Then-Generate: Structural Chain-of-Thought Reasoning for Consistent 3D Generation CVPR 2026