Generative Models

Exact, Fast and Expressive Poisson Point Processes via Squared Neural Families AAAI 2024 Faithful Persona-based Conversational Dataset Generation with Large Language Models ACL 2024 Fast samplers for Inverse Problems in Iterative Refinement models NeurIPS 2024 Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization NeurIPS 2024 FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NeurIPS 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Generative-Based Fusion Mechanism for Multi-Modal Tracking AAAI 2024 Generative Fractional Diffusion Models NeurIPS 2024 Genetic-guided GFlowNets for Sample Efficient Molecular Optimization NeurIPS 2024 Geometric Trajectory Diffusion Models NeurIPS 2024 Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance CVPR 2024 Improving the Training of Rectified Flows NeurIPS 2024 IntrinsicAvatar: Physically Based Inverse Rendering of Dynamic Humans from Monocular Videos via Explicit Ray Tracing CVPR 2024 Learning to Build Solutions in Stochastic Matching Problems Using Flows (Student Abstract) AAAI 2024 MisinfoEval: Generative AI in the Era of “Alternative Facts” EMNLP 2024 Modelling Variability in Human Annotator Simulation ACL 2024 Molecule Design by Latent Prompt Transformer NeurIPS 2024 Multi-hypotheses Conditioned Point Cloud Diffusion for 3D Human Reconstruction from Occluded Images NeurIPS 2024 NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries ACL 2024 Neural Flow Diffusion Models: Learnable Forward Process for Improved Diffusion Modelling NeurIPS 2024 On conditional diffusion models for PDE simulations NeurIPS 2024 On the Content Bias in Frechet Video Distance CVPR 2024 Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024 Scalable Motion Style Transfer with Constrained Diffusion Generation AAAI 2024