Generative Models

Depth Estimation From Indoor Panoramas With Neural Scene Representation CVPR 2023 Deriving Language Models from Masked Language Models ACL 2023 Detecting and Mitigating Hallucinations in Machine Translation: Model Internal Workings Alone Do Well, Sentence Similarity Even Better ACL 2023 Detecting Multivariate Time Series Anomalies with Zero Known Label AAAI 2023 Detection and Mitigation of the Negative Impact of Dataset Extractivity on Abstractive Summarization ACL 2023 Deterministic training of generative autoencoders using invertible layers ICLR 2023 Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts ACL 2023 DG3D: Generating High Quality 3D Textured Shapes by Learning to Discriminate Multi-Modal Diffusion-Renderings ICCV 2023 DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL 2023 Dictionary Learning for the Almost-Linear Sparsity Regime ALT 2023 DiffCollage: Parallel Generation of Large Content With Diffusion Models CVPR 2023 Differentiable Gaussianization Layers for Inverse Problems Regularized by Deep Generative Models ICLR 2023 DiffMD: A Geometric Diffusion Model for Molecular Dynamics Simulations AAAI 2023 DiffPack: A Torsional Diffusion Model for Autoregressive Protein Side-Chain Packing NeurIPS 2023 Diff-Retinex: Rethinking Low-light Image Enhancement with A Generative Diffusion Model ICCV 2023 DiffRF: Rendering-Guided 3D Radiance Field Diffusion CVPR 2023 DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models EMNLP 2023 Diffusing Gaussian Mixtures for Generating Categorical Data AAAI 2023 DiffusionBERT: Improving Generative Masked Language Models with Diffusion Models ACL 2023 DiffusionDB: A Large-scale Prompt Gallery Dataset for Text-to-Image Generative Models ACL 2023 Diffusion-GAN: Training GANs with Diffusion ICLR 2023 Diffusion Generative Models in Infinite Dimensions AISTATS 2023 Diffusion Model as Representation Learner ICCV 2023 Diffusion Models Already Have A Semantic Latent Space ICLR 2023 Diffusion Models and Semi-Supervised Learners Benefit Mutually with Few Labels NeurIPS 2023