Diffusion Models

Diffusion Models are Minimax Optimal Distribution Estimators ICML 2023 Diffusion Models as Artists: Are we Closing the Gap between Humans and Machines? ICML 2023 Diffusion Models as Masked Autoencoders ICCV 2023 Diffusion Models Beat GANs on Topology Optimization AAAI 2023 Diffusion Models for Black-Box Optimization ICML 2023 Diffusion Models for Causal Discovery via Topological Ordering ICLR 2023 Diffusion Models for Contrast Harmonization of Magnetic Resonance Images MIDL 2023 Diffusion Models for Non-autoregressive Text Generation: A Survey IJCAI 2023 DiffusionNER: Boundary Diffusion for Named Entity Recognition ACL 2023 Diffusion Policies as an Expressive Policy Class for Offline Reinforcement Learning ICLR 2023 Diffusion Posterior Sampling for General Noisy Inverse Problems ICLR 2023 Diffusion Probabilistic Fields ICLR 2023 Diffusion Probabilistic Modeling of Protein Backbones in 3D for the motif-scaffolding problem ICLR 2023 Diffusion Probabilistic Model Made Slim CVPR 2023 Diffusion Probabilistic Models for Structured Node Classification NeurIPS 2023 DiffusionRet: Diffusion-Enhanced Generative Retriever using Constrained Decoding EMNLP 2023 DiffusionRet: Generative Text-Video Retrieval with Diffusion Model ICCV 2023 DiffusionRig: Learning Personalized Priors for Facial Appearance Editing CVPR 2023 Diffusion Schrödinger Bridge Matching NeurIPS 2023 Diffusion-SDF: Conditional Generative Modeling of Signed Distance Functions ICCV 2023 Diffusion-SDF: Text-To-Shape via Voxelized Diffusion CVPR 2023 Diffusion Self-Guidance for Controllable Image Generation NeurIPS 2023 DiffusionSL: Sequence Labeling via Tag Diffusion Process EMNLP 2023 Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection NeurIPS 2023 Diffusion Theory as a Scalpel: Detecting and Purifying Poisonous Dimensions in Pre-trained Language Models Caused by Backdoor or Bias ACL 2023