Diffusion Models

TF-TI2I: Training-Free Text-and-Image-to-Image Generation via Multi-Modal Implicit-Context Learning In Text-to-Image Models ICCV 2025 The Art of Deception: Color Visual Illusions and Diffusion Models CVPR 2025 The Best of Both Worlds: Integrating Language Models and Diffusion Models for Video Generation ICCV 2025 The Crystal Ball Hypothesis in diffusion models: Anticipating object positions from initial noise ICLR 2025 The Curse of Conditions: Analyzing and Improving Optimal Transport for Conditional Flow-Based Generation ICCV 2025 The Devil is in the Prompts: Retrieval-Augmented Prompt Optimization for Text-to-Video Generation CVPR 2025 The Diffusion Duality ICML 2025 The Face of Persuasion: Analyzing Bias and Generating Culture-Aware Ads EMNLP 2025 The Illusion of Unlearning: The Unstable Nature of Machine Unlearning in Text-to-Image Diffusion Models CVPR 2025 Theory on Score-Mismatched Diffusion Models and Zero-Shot Conditional Samplers ICLR 2025 The Polynomial Iteration Complexity for Variance Exploding Diffusion Models: Elucidating SDE and ODE Samplers AISTATS 2025 The Power of Context: How Multimodality Improves Image Super-Resolution CVPR 2025 Thermalizer: Stable autoregressive neural emulation of spatiotemporal chaos ICML 2025 The Silent Assistant: NoiseQuery as Implicit Guidance for Goal-Driven Image Generation ICCV 2025 The Superposition of Diffusion Models Using the Itô Density Estimator ICLR 2025 THOR-MoE: Hierarchical Task-Guided and Context-Responsive Routing for Neural Machine Translation ACL 2025 Through-The-Mask: Mask-based Motion Trajectories for Image-to-Video Generation CVPR 2025 TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models ICLR 2025 Tiled Diffusion CVPR 2025 TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts AAAI 2025 Timestep-Aware Diffusion Model for Extreme Image Rescaling ICCV 2025 Timestep Embeddings Trigger Collapse in Diffusion Text Generation CoNLL 2025 Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model CVPR 2025 TimeStep Master: Asymmetrical Mixture of Timestep LoRA Experts for Versatile and Efficient Diffusion Models in Vision ICML 2025 TinyFusion: Diffusion Transformers Learned Shallow CVPR 2025