diffusion model

TempoControl: Temporal Attention Guidance for Text-to-Video Models CVPR 2026 Temporal-Consistent Video Restoration with Pre-trained Diffusion Models AAAI 2026 Test-Time Instance-Specific Parameter Composition: A New Paradigm for Adaptive Generative Modeling CVPR 2026 Test-Time Preference Optimization for Image Restoration AAAI 2026 Text-Driven 3D Hand Motion Generation from Sign Language Data CVPR 2026 Text-guided Controllable Diffusion for Realistic Camouflage Images Generation AAAI 2026 Text Slider: Efficient and Plug-and-Play Continuous Concept Control for Image/Video Synthesis via LoRA Adapters WACV 2026 The Devil is in Attention Sharing: Improving Complex Non-rigid Image Editing Faithfulness via Attention Synergy CVPR 2026 The Drift Kernel: Why Diffusion Models Change Even When Told Not To CVPR 2026 The Energy of Falsehood: Detecting Hallucinations via Diffusion Model Likelihoods EACL 2026 Thermal-Physics Guided Infrared Image Super-Resolution with Dynamic High-Frequency Amplification AAAI 2026 Think-Then-Generate: Structural Chain-of-Thought Reasoning for Consistent 3D Generation CVPR 2026 Time-Series Anomaly Detection with Graph-Based Self-Supervised Learning and Foundation Models: Towards Real-World Applications AAAI 2026 T-LoRA: Single Image Diffusion Model Customization Without Overfitting AAAI 2026 TokenTrace: Multi-Concept Attribution through Watermarked Token Recovery CVPR 2026 Too Vivid to Be Real? Benchmarking and Calibrating Generative Color Fidelity CVPR 2026 TouchDream: 3D Object Completion through Imagined Touch CVPR 2026 Toward Early Quality Assessment of Text-to-Image Diffusion Models CVPR 2026 Towards Efficient Low-rate Image Compression with Frequency-aware Diffusion Prior Refinement AAAI 2026 Towards Fine-Grained Attribution: Instance-Aware Preference Optimization for Aligning Diffusion Models CVPR 2026 Towards GUI Agents: Vision-Language Diffusion Models for GUI Grounding CVPR 2026 Towards High-Fidelity 3D Portrait Generation with Rich Details by Cross-View Prior-Aware Diffusion AAAI 2026 Towards Highly-Constrained Human Motion Generation with Retrieval-Guided Diffusion Noise Optimization CVPR 2026 Towards High-resolution and Disentangled Reference-based Sketch Colorization CVPR 2026 Towards Human-Imperceptible Backdoor Attacks on Text-to-Image Diffusion Models CVPR 2026