| Image Classification with Rotation-Invariant Variational Quantum Circuits | Mar 22, 2024 | Classificationimage-classification | —Unverified | 0 |
| Improved EATFormer: A Vision Transformer for Medical Image Classification | Mar 19, 2024 | Classificationimage-classification | —Unverified | 0 |
| 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 |
| 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 |
| Pre-Trained Model Recommendation for Downstream Fine-tuning | Mar 11, 2024 | Inductive Biasmodel | —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 |
| 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 |
| Hybrid^2 Neural ODE Causal Modeling and an Application to Glycemic Response | Feb 27, 2024 | counterfactualCounterfactual Reasoning | CodeCode Available | 0 |
| Vision Transformers with Natural Language Semantics | Feb 27, 2024 | Inductive BiasOut-of-Distribution Generalization | —Unverified | 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 |
| Interpretable Brain-Inspired Representations Improve RL Performance on Visual Navigation Tasks | Feb 19, 2024 | Inductive BiasVisual Navigation | —Unverified | 0 |
| PARCv2: Physics-aware Recurrent Convolutional Neural Networks for Spatiotemporal Dynamics Modeling | Feb 19, 2024 | Inductive Bias | CodeCode Available | 0 |
| ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling | Feb 16, 2024 | Inductive BiasIrregular Time Series | CodeCode Available | 0 |
| Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias | Feb 15, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement | Feb 15, 2024 | DisentanglementImage Reconstruction | —Unverified | 0 |
| Learning-based Bone Quality Classification Method for Spinal Metastasis | Feb 14, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Better-than-KL PAC-Bayes Bounds | Feb 14, 2024 | Inductive Bias | —Unverified | 0 |