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Diffusion Models

4,342 papers

Papers per year

Papers

Model-based Diffusion for Trajectory Optimization NIPS 2024
A Cat Is A Cat (Not A Dog!): Unraveling Information Mix-ups in Text-to-Image Encoders through Causal Analysis and Embedding Optimization NIPS 2024
GrounDiT: Grounding Diffusion Transformers via Noisy Patch Transplantation NIPS 2024
Reconstruction of Manipulated Garment with Guided Deformation Prior NIPS 2024
Diffusion for World Modeling: Visual Details Matter in Atari NIPS 2024
Optical Diffusion Models for Image Generation NIPS 2024
MeshFormer : High-Quality Mesh Generation with 3D-Guided Reconstruction Model NIPS 2024
ColJailBreak: Collaborative Generation and Editing for Jailbreaking Text-to-Image Deep Generation NIPS 2024
YouDream: Generating Anatomically Controllable Consistent Text-to-3D Animals NIPS 2024
Diffusion Priors for Variational Likelihood Estimation and Image Denoising NIPS 2024
Unifying Generation and Prediction on Graphs with Latent Graph Diffusion NIPS 2024
Rethinking The Training And Evaluation of Rich-Context Layout-to-Image Generation NIPS 2024
Vivid-ZOO: Multi-View Video Generation with Diffusion Model NIPS 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers NIPS 2024
Improving the Training of Rectified Flows NIPS 2024
Score-based generative models are provably robust: an uncertainty quantification perspective NIPS 2024
ODGEN: Domain-specific Object Detection Data Generation with Diffusion Models NIPS 2024
Adversarial Environment Design via Regret-Guided Diffusion Models NIPS 2024
T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models NIPS 2024
Data Augmentation with Diffusion for Open-Set Semi-Supervised Learning NIPS 2024
VidProM: A Million-scale Real Prompt-Gallery Dataset for Text-to-Video Diffusion Models NIPS 2024
Stable-Pose: Leveraging Transformers for Pose-Guided Text-to-Image Generation NIPS 2024
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NIPS 2024
Smoothed Energy Guidance: Guiding Diffusion Models with Reduced Energy Curvature of Attention NIPS 2024
UniFL: Improve Latent Diffusion Model via Unified Feedback Learning NIPS 2024