Diffusion Models

Text-to-Image Models for Counterfactual Explanations: A Black-Box Approach WACV 2024 Textual-Driven Adversarial Purification for Speaker Verification Interspeech 2024 TextureDreamer: Image-Guided Texture Synthesis Through Geometry-Aware Diffusion CVPR 2024 Texture-Preserving Diffusion Models for High-Fidelity Virtual Try-On CVPR 2024 TFG: Unified Training-Free Guidance for Diffusion Models NeurIPS 2024 TFMQ-DM: Temporal Feature Maintenance Quantization for Diffusion Models CVPR 2024 The Bias Amplification Paradox in Text-to-Image Generation NAACL 2024 The Blessing of Randomness: SDE Beats ODE in General Diffusion-based Image Editing ICLR 2024 The Emergence of Reproducibility and Consistency in Diffusion Models ICML 2024 The Hidden Language of Diffusion Models ICLR 2024 Theoretical guarantees in KL for Diffusion Flow Matching NeurIPS 2024 Theoretical insights for diffusion guidance: A case study for Gaussian mixture models ICML 2024 Theory of Consistency Diffusion Models: Distribution Estimation Meets Fast Sampling ICML 2024 The Poisson Midpoint Method for Langevin Dynamics: Provably Efficient Discretization for Diffusion Models NeurIPS 2024 The Stronger the Diffusion Model, the Easier the Backdoor: Data Poisoning to Induce Copyright BreachesWithout Adjusting Finetuning Pipeline ICML 2024 The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling ICML 2024 TI2V-Zero: Zero-Shot Image Conditioning for Text-to-Video Diffusion Models CVPR 2024 TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process CVPR 2024 Time Series Diffusion in the Frequency Domain ICML 2024 Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models NeurIPS 2024 Time Weaver: A Conditional Time Series Generation Model ICML 2024 TiNO-Edit: Timestep and Noise Optimization for Robust Diffusion-Based Image Editing CVPR 2024 ToDo: Token Downsampling for Efficient Generation of High-Resolution Images IJCAI 2024 TokenCompose: Text-to-Image Diffusion with Token-level Supervision CVPR 2024 TokenFlow: Consistent Diffusion Features for Consistent Video Editing ICLR 2024