Generative Model

Looking Backward: Retrospective Backward Synthesis for Goal-Conditioned GFlowNets ICLR 2025 MCGAN: Enhancing GAN Training with Regression-Based Generator Loss AAAI 2025 MING: A Functional Approach to Learning Molecular Generative Models AISTATS 2025 Optimal Stochastic Trace Estimation in Generative Modeling AISTATS 2025 Optimizing Backward Policies in GFlowNets via Trajectory Likelihood Maximization ICLR 2025 Score matching for bridges without learning time-reversals AISTATS 2025 Tag-First: Mitigating Distributional Bias in Synthetic User Profiles through Controlled Attribute Generation ACL 2025 Unveiling the Power of Source: Source-based Minimum Bayes Risk Decoding for Neural Machine Translation ACL 2025 Zero-Shot Conditioning of Score-Based Diffusion Models by Neuro-Symbolic Constraints AAAI 2025 A Conditional Denoising Diffusion Probabilistic Model for Point Cloud Upsampling CVPR 2024 A Novel GAN Approach to Augment Limited Tabular Data for Short-Term Substance Use Prediction IJCAI 2024 A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 Bridge-IF: Learning Inverse Protein Folding with Markov Bridges NeurIPS 2024 ContextFlow++: Generalist-Specialist Flow-based Generative Models with Mixed-variable Context Encoding UAI 2024 Discrete-state Continuous-time Diffusion for Graph Generation NeurIPS 2024 Diverse Yet Biased: Towards Mitigating Biases in Generative AI (Student Abstract) AAAI 2024 Equivariant Neural Diffusion for Molecule Generation NeurIPS 2024 Faithful Trip Recommender Using Diffusion Guidance (Student Abstract) AAAI 2024 Full-Atom Peptide Design with Geometric Latent Diffusion NeurIPS 2024 Generative Forests NeurIPS 2024 Generative Hierarchical Materials Search NeurIPS 2024 Generative Model for Decision Trees AAAI 2024 Hybrid Generative AI for De Novo Design of Co-Crystals with Enhanced Tabletability NeurIPS 2024 Implicitly Guided Design with PropEn: Match your Data to Follow the Gradient NeurIPS 2024 MGF: Mixed Gaussian Flow for Diverse Trajectory Prediction NeurIPS 2024