Generative Models

Probabilistic Forecasting with Stochastic Interpolants and Föllmer Processes ICML 2024 Probabilistic Integral Circuits AISTATS 2024 Probabilistic Neural Circuits AAAI 2024 Probabilistic Speech-Driven 3D Facial Motion Synthesis: New Benchmarks Methods and Applications CVPR 2024 Probabilistic Weather Forecasting with Hierarchical Graph Neural Networks NeurIPS 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 ProMark: Proactive Diffusion Watermarking for Causal Attribution CVPR 2024 Prompt-Singer: Controllable Singing-Voice-Synthesis with Natural Language Prompt NAACL 2024 Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers AAAI 2024 Protein Discovery with Discrete Walk-Jump Sampling ICLR 2024 Provable Posterior Sampling with Denoising Oracles via Tilted Transport NeurIPS 2024 ProvNeRF: Modeling per Point Provenance in NeRFs as a Stochastic Field NeurIPS 2024 Proxyformer: Nyström-Based Linear Transformer with Trainable Proxy Tokens AAAI 2024 Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 P-TA: Using Proximal Policy Optimization to Enhance Tabular Data Augmentation via Large Language Models ACL 2024 PureGen: Universal Data Purification for Train-Time Poison Defense via Generative Model Dynamics NeurIPS 2024 Purify Unlearnable Examples via Rate-Constrained Variational Autoencoders ICML 2024 QCS-SGM+: Improved Quantized Compressed Sensing with Score-Based Generative Models AAAI 2024 QGAN: Low Footprint Quaternion Neural Vocoder for Speech Synthesis Interspeech 2024 QGFN: Controllable Greediness with Action Values NeurIPS 2024 QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024 Quality-Aware Translation Models: Efficient Generation and Quality Estimation in a Single Model ACL 2024 Quality-Diversity Generative Sampling for Learning with Synthetic Data AAAI 2024 Quantile-Based Maximum Likelihood Training for Outlier Detection AAAI 2024 Quantum Deep Equilibrium Models NeurIPS 2024