| Diverse Projection Ensembles for Distributional Reinforcement Learning | Jun 12, 2023 | Distributional Reinforcement LearningDiversity | —Unverified | 0 |
| Analysis of the Relative Entropy Asymmetry in the Regularization of Empirical Risk Minimization | Jun 12, 2023 | Inductive Bias | —Unverified | 0 |
| How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations | Jun 10, 2023 | Inductive BiasModel-based Reinforcement Learning | —Unverified | 0 |
| In-Context Learning through the Bayesian Prism | Jun 8, 2023 | Bayesian InferenceIn-Context Learning | CodeCode Available | 0 |
| Enabling tabular deep learning when d n with an auxiliary knowledge graph | Jun 7, 2023 | Inductive Bias | —Unverified | 0 |
| Mega-TTS: Zero-Shot Text-to-Speech at Scale with Intrinsic Inductive Bias | Jun 6, 2023 | AttributeInductive Bias | —Unverified | 0 |
| Inductive Bias for Emergent Communication in a Continuous Setting | Jun 6, 2023 | Inductive BiasMulti-agent Reinforcement Learning | —Unverified | 0 |
| Learning to Substitute Spans towards Improving Compositional Generalization | Jun 5, 2023 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Combining Explicit and Implicit Regularization for Efficient Learning in Deep Networks | Jun 1, 2023 | Inductive BiasMatrix Completion | —Unverified | 0 |
| Spotlight Attention: Robust Object-Centric Learning With a Spatial Locality Prior | May 31, 2023 | Inductive BiasObject | —Unverified | 0 |
| Spectal Harmonics: Bridging Spectral Embedding and Matrix Completion in Self-Supervised Learning | May 31, 2023 | Inductive BiasLow-Rank Matrix Completion | —Unverified | 0 |
| How to Plant Trees in Language Models: Data and Architectural Effects on the Emergence of Syntactic Inductive Biases | May 31, 2023 | DecoderInductive Bias | CodeCode Available | 0 |
| Identifying Spurious Biases Early in Training through the Lens of Simplicity Bias | May 30, 2023 | Inductive Bias | —Unverified | 0 |
| SENet: A Spectral Filtering Approach to Represent Exemplars for Few-shot Learning | May 30, 2023 | ClassificationFew-Shot Learning | —Unverified | 0 |
| Physics-Informed Computer Vision: A Review and Perspectives | May 29, 2023 | Inductive BiasPhysics-informed machine learning | —Unverified | 0 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | May 29, 2023 | Few-Shot Audio ClassificationInductive Bias | CodeCode Available | 0 |
| Networked Time Series Imputation via Position-aware Graph Enhanced Variational Autoencoders | May 29, 2023 | DecoderImputation | —Unverified | 0 |
| A New Deep Learning Architecture withInductive Bias Balance for Transformer Oil Temperature Forecasting | May 28, 2023 | Inductive BiasTime Series | CodeCode Available | 0 |
| Caterpillar: A Pure-MLP Architecture with Shifted-Pillars-Concatenation | May 28, 2023 | Computational EfficiencyInductive Bias | CodeCode Available | 0 |
| Compositional Generalization without Trees using Multiset Tagging and Latent Permutations | May 26, 2023 | Inductive BiasSemantic Parsing | CodeCode Available | 0 |
| Manifold Regularization for Memory-Efficient Training of Deep Neural Networks | May 26, 2023 | Inductive Bias | —Unverified | 0 |
| End-to-End Meta-Bayesian Optimisation with Transformer Neural Processes | May 25, 2023 | Bayesian OptimisationInductive Bias | CodeCode Available | 0 |
| Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer | May 25, 2023 | DecoderInductive Bias | —Unverified | 0 |
| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Offline Reinforcement Learning with Additional Covering Distributions | May 22, 2023 | Inductive BiasOffline RL | —Unverified | 0 |