| Improved EATFormer: A Vision Transformer for Medical Image Classification | Mar 19, 2024 | Classificationimage-classification | —Unverified | 0 |
| Equivariant Ensembles and Regularization for Reinforcement Learning in Map-based Path Planning | Mar 19, 2024 | Inductive BiasReinforcement Learning (RL) | CodeCode Available | 2 |
| Offline Imitation of Badminton Player Behavior via Experiential Contexts and Brownian Motion | Mar 19, 2024 | Decision MakingImitation Learning | —Unverified | 0 |
| Towards Understanding the Relationship between In-context Learning and Compositional Generalization | Mar 18, 2024 | Few-Shot LearningIn-Context Learning | —Unverified | 0 |
| Neural Markov Random Field for Stereo Matching | Mar 17, 2024 | Domain GeneralizationInductive Bias | CodeCode Available | 2 |
| Unsupervised Learning of Hybrid Latent Dynamics: A Learn-to-Identify Framework | Mar 13, 2024 | Inductive BiasMeta-Learning | —Unverified | 0 |
| Neural reproducing kernel Banach spaces and representer theorems for deep networks | Mar 13, 2024 | Inductive Bias | —Unverified | 0 |
| XB-MAML: Learning Expandable Basis Parameters for Effective Meta-Learning with Wide Task Coverage | Mar 11, 2024 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Pre-Trained Model Recommendation for Downstream Fine-tuning | Mar 11, 2024 | Inductive Biasmodel | —Unverified | 0 |
| Few-shot Learner Parameterization by Diffusion Time-steps | Mar 5, 2024 | Few-Shot LearningInductive Bias | CodeCode Available | 1 |
| Defining Expertise: Applications to Treatment Effect Estimation | Mar 1, 2024 | Inductive BiasModel Selection | CodeCode Available | 0 |
| Extended Flow Matching: a Method of Conditional Generation with Generalized Continuity Equation | Feb 29, 2024 | Inductive BiasStyle Transfer | —Unverified | 0 |
| A Relational Inductive Bias for Dimensional Abstraction in Neural Networks | Feb 28, 2024 | Inductive Bias | —Unverified | 0 |
| Vision Transformers with Natural Language Semantics | Feb 27, 2024 | Inductive BiasOut-of-Distribution Generalization | —Unverified | 0 |
| Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic Response | Feb 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Discovering Abstract Symbolic Relations by Learning Unitary Group Representations | Feb 26, 2024 | Inductive BiasMatrix Completion | —Unverified | 0 |
| ViSTec: Video Modeling for Sports Technique Recognition and Tactical Analysis | Feb 25, 2024 | Action SegmentationInductive Bias | —Unverified | 0 |
| On Efficiently Representing Regular Languages as RNNs | Feb 24, 2024 | Inductive Bias | —Unverified | 0 |
| G-RepsNet: A Fast and General Construction of Equivariant Networks for Arbitrary Matrix Groups | Feb 23, 2024 | image-classificationImage Classification | —Unverified | 0 |
| Tokenization counts: the impact of tokenization on arithmetic in frontier LLMs | Feb 22, 2024 | Inductive BiasLanguage Modelling | CodeCode Available | 0 |
| Scaling physics-informed hard constraints with mixture-of-experts | Feb 20, 2024 | Inductive BiasMixture-of-Experts | CodeCode Available | 1 |
| PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling | Feb 19, 2024 | Inductive Bias | CodeCode Available | 0 |
| Locality-Sensitive Hashing-Based Efficient Point Transformer with Applications in High-Energy Physics | Feb 19, 2024 | Inductive Bias | CodeCode Available | 1 |
| Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks | Feb 19, 2024 | Inductive BiasVisual Navigation | —Unverified | 0 |
| FViT: A Focal Vision Transformer with Gabor Filter | Feb 17, 2024 | Computational EfficiencyInductive Bias | CodeCode Available | 1 |