Diffusion Models

ButterflyFlow: Building Invertible Layers with Butterfly Matrices ICML 2022 CARD: Classification and Regression Diffusion Models NeurIPS 2022 Cascaded Diffusion Models for High Fidelity Image Generation JMLR 2022 Come-Closer-Diffuse-Faster: Accelerating Conditional Diffusion Models for Inverse Problems Through Stochastic Contraction CVPR 2022 Conditional Diffusion Process for Inverse Halftoning NeurIPS 2022 Conditional simulation using diffusion Schrödinger bridges UAI 2022 Convergence for score-based generative modeling with polynomial complexity NeurIPS 2022 Creative Painting with Latent Diffusion Models COLING 2022 Crystal Diffusion Variational Autoencoder for Periodic Material Generation ICLR 2022 Deblurring via Stochastic Refinement CVPR 2022 Deep Equilibrium Approaches to Diffusion Models NeurIPS 2022 Denoising Diffusion Restoration Models NeurIPS 2022 Denoising Likelihood Score Matching for Conditional Score-based Data Generation ICLR 2022 DiffSinger: Singing Voice Synthesis via Shallow Diffusion Mechanism AAAI 2022 Diffusion Autoencoders: Toward a Meaningful and Decodable Representation CVPR 2022 Diffusion-based Molecule Generation with Informative Prior Bridges NeurIPS 2022 Diffusion-Based Voice Conversion with Fast Maximum Likelihood Sampling Scheme ICLR 2022 Diffusion bridges vector quantized variational autoencoders ICML 2022 Diffusion Causal Models for Counterfactual Estimation CLeaR 2022 DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation CVPR 2022 Diffusion Generative Vocoder for Fullband Speech Synthesis Based on Weak Third-order SDE Solver Interspeech 2022 Diffusion-LM Improves Controllable Text Generation NeurIPS 2022 Diffusion Models as Plug-and-Play Priors NeurIPS 2022 Diffusion Models for Adversarial Purification ICML 2022 Diffusion Models for Implicit Image Segmentation Ensembles MIDL 2022