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Generative Models

6,381 papers

Papers per year

Papers

Simplified and Generalized Masked Diffusion for Discrete Data NIPS 2024
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation NIPS 2024
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics NIPS 2024
Optimal Flow Matching: Learning Straight Trajectories in Just One Step NIPS 2024
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows NIPS 2024
Learning Optimal Lattice Vector Quantizers for End-to-end Neural Image Compression NIPS 2024
GFlowNet Assisted Biological Sequence Editing NIPS 2024
Pessimistic Backward Policy for GFlowNets NIPS 2024
Trajectory Flow Matching with Applications to Clinical Time Series Modelling NIPS 2024
VFIMamba: Video Frame Interpolation with State Space Models NIPS 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse NIPS 2024
Learning Superconductivity from Ordered and Disordered Material Structures NIPS 2024
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization NIPS 2024
Hamiltonian Score Matching and Generative Flows NIPS 2024
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory NIPS 2024
Unsupervised Discovery of Formulas for Mathematical Constants NIPS 2024
Rad-NeRF: Ray-decoupled Training of Neural Radiance Field NIPS 2024
High Rank Path Development: an approach to learning the filtration of stochastic processes NIPS 2024
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning NIPS 2024
Nuclear Norm Regularization for Deep Learning NIPS 2024
Deep Support Vectors NIPS 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NIPS 2024
Expectile Regularization for Fast and Accurate Training of Neural Optimal Transport NIPS 2024
Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models NIPS 2024
APEBench: A Benchmark for Autoregressive Neural Emulators of PDEs NIPS 2024