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| Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models | Nov 4, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 |
| Understanding Generalizability of Diffusion Models Requires Rethinking the Hidden Gaussian Structure | Oct 31, 2024 | Inductive BiasMemorization | CodeCode Available | 1 |
| Physics-Informed Regularization for Domain-Agnostic Dynamical System Modeling | Oct 8, 2024 | Inductive Bias | CodeCode Available | 1 |
| A Simple but Strong Baseline for Sounding Video Generation: Effective Adaptation of Audio and Video Diffusion Models for Joint Generation | Sep 26, 2024 | Inductive BiasVideo Generation | CodeCode Available | 1 |
| Spatially-Aware Diffusion Models with Cross-Attention for Global Field Reconstruction with Sparse Observations | Aug 30, 2024 | Inductive Bias | CodeCode Available | 1 |
| Unsupervised Composable Representations for Audio | Aug 19, 2024 | Audio Source Separationblind source separation | CodeCode Available | 1 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 |
| VF-NeRF: Learning Neural Vector Fields for Indoor Scene Reconstruction | Aug 16, 2024 | Indoor Scene ReconstructionInductive Bias | CodeCode Available | 1 |
| MTSCI: A Conditional Diffusion Model for Multivariate Time Series Consistent Imputation | Aug 11, 2024 | DenoisingImputation | CodeCode Available | 1 |
