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Generative Models

6381 directly classified papers

Papers per year

Papers

Does the Generator Mind Its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer COLING 2024
Retrospective for the Dynamic Sensorium Competition for predicting large-scale mouse primary visual cortex activity from videos NIPS 2024
Nuclear Norm Regularization for Deep Learning NIPS 2024
Jointly Modeling Inter- & Intra-Modality Dependencies for Multi-modal Learning NIPS 2024
High Rank Path Development: an approach to learning the filtration of stochastic processes NIPS 2024
Unsupervised Discovery of Formulas for Mathematical Constants NIPS 2024
NeuralClothSim: Neural Deformation Fields Meet the Thin Shell Theory NIPS 2024
3D Structure Prediction of Atomic Systems with Flow-based Direct Preference Optimization NIPS 2024
VFIMamba: Video Frame Interpolation with State Space Models NIPS 2024
MAFIA: Multi-Adapter Fused Inclusive Language Models EACL 2024
Trajectory Flow Matching with Applications to Clinical Time Series Modelling NIPS 2024
Pessimistic Backward Policy for GFlowNets NIPS 2024
Brainomaly: Unsupervised Neurologic Disease Detection Utilizing Unannotated T1-Weighted Brain MR Images WACV 2024
Adversarial Likelihood Estimation With One-Way Flows WACV 2024
Towards Realistic Generative 3D Face Models WACV 2024
GFlowNet Assisted Biological Sequence Editing NIPS 2024
A Generative Multi-Resolution Pyramid and Normal-Conditioning 3D Cloth Draping WACV 2024
Markovian Flow Matching: Accelerating MCMC with Continuous Normalizing Flows NIPS 2024
Video Instance Matting WACV 2024
Optimal Flow Matching: Learning Straight Trajectories in Just One Step NIPS 2024
GENOT: Entropic (Gromov) Wasserstein Flow Matching with Applications to Single-Cell Genomics NIPS 2024
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models ACL 2024
Mixture of Tokens: Continuous MoE through Cross-Example Aggregation NIPS 2024
Holistic Evaluation for Interleaved Text-and-Image Generation EMNLP 2024
Simplified and Generalized Masked Diffusion for Discrete Data NIPS 2024