Diffusion Models

Provable Posterior Sampling with Denoising Oracles via Tilted Transport NeurIPS 2024 Provably Robust Score-Based Diffusion Posterior Sampling for Plug-and-Play Image Reconstruction NeurIPS 2024 ProxEdit: Improving Tuning-Free Real Image Editing With Proximal Guidance WACV 2024 PTQ4DiT: Post-training Quantization for Diffusion Transformers NeurIPS 2024 PuLID: Pure and Lightning ID Customization via Contrastive Alignment NeurIPS 2024 PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NeurIPS 2024 QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models AAAI 2024 R3CD: Scene Graph to Image Generation with Relation-Aware Compositional Contrastive Control Diffusion AAAI 2024 R.A.C.E.: Robust Adversarial Concept Erasure for Secure Text-to-Image Diffusion Model ECCV 2024 Rapid 3D Model Generation with Intuitive 3D Input CVPR 2024 RAVE: Randomized Noise Shuffling for Fast and Consistent Video Editing with Diffusion Models CVPR 2024 R-Cyclic Diffuser: Reductive and Cyclic Latent Diffusion for 3D Clothed Human Digitalization CVPR 2024 Readout Guidance: Learning Control from Diffusion Features CVPR 2024 READ: Retrieval-Enhanced Asymmetric Diffusion for Motion Planning CVPR 2024 Real3D: The Curious Case of Neural Scene Degeneration AAAI 2024 RealCompo: Balancing Realism and Compositionality Improves Text-to-Image Diffusion Models NeurIPS 2024 Real-time 3D-aware Portrait Video Relighting CVPR 2024 Reasoning with Latent Diffusion in Offline Reinforcement Learning ICLR 2024 RecDiffusion: Rectangling for Image Stitching with Diffusion Models CVPR 2024 ReconFusion: 3D Reconstruction with Diffusion Priors CVPR 2024 Reconstructing the Image Stitching Pipeline: Integrating Fusion and Rectangling into a Unified Inpainting Model NeurIPS 2024 Reconstruction of Manipulated Garment with Guided Deformation Prior NeurIPS 2024 RectifID: Personalizing Rectified Flow with Anchored Classifier Guidance NeurIPS 2024 Re-DiffiNet: Modeling discrepancy in tumor segmentation using diffusion models MIDL 2024 ReDiffuser: Reliable Decision-Making Using a Diffuser with Confidence Estimation ICML 2024