Generative Models

Shallow Diffusion for Fast Speech Enhancement (Student Abstract) AAAI 2024 Social Physics Informed Diffusion Model for Crowd Simulation AAAI 2024 TFG: Unified Training-Free Guidance for Diffusion Models NeurIPS 2024 Towards Editing Time Series NeurIPS 2024 Unleashing the Denoising Capability of Diffusion Prior for Solving Inverse Problems NeurIPS 2024 Unlocking Anticipatory Text Generation: A Constrained Approach for Large Language Models Decoding EMNLP 2024 Video Interpolation with Diffusion Models CVPR 2024 A Deep Instance Generative Framework for MILP Solvers Under Limited Data Availability NeurIPS 2023 A Semi-Autoregressive Graph Generative Model for Dependency Graph Parsing ACL 2023 Autoregressive Diffusion Model for Graph Generation ICML 2023 Beta Diffusion NeurIPS 2023 Bringing regularized optimal transport to lightspeed: a splitting method adapted for GPUs NeurIPS 2023 Composer: Creative and Controllable Image Synthesis with Composable Conditions ICML 2023 DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM EMNLP 2023 Diffusing Gaussian Mixtures for Generating Categorical Data AAAI 2023 Dirichlet Diffusion Score Model for Biological Sequence Generation ICML 2023 Energy-Based Models for Anomaly Detection: A Manifold Diffusion Recovery Approach NeurIPS 2023 Equivariant Flow Matching with Hybrid Probability Transport for 3D Molecule Generation NeurIPS 2023 Exploring Chemical Space with Score-based Out-of-distribution Generation ICML 2023 Exploring the Optimal Choice for Generative Processes in Diffusion Models: Ordinary vs Stochastic Differential Equations NeurIPS 2023 Faster Relative Entropy Coding with Greedy Rejection Coding NeurIPS 2023 Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion NeurIPS 2023 GenKIE: Robust Generative Multimodal Document Key Information Extraction EMNLP 2023 Learning Markov Random Fields for Combinatorial Structures via Sampling through Lovász Local Lemma AAAI 2023 PCF-GAN: generating sequential data via the characteristic function of measures on the path space NeurIPS 2023