| Scaling MLPs: A Tale of Inductive Bias | Jun 23, 2023 | Computational EfficiencyGPU | CodeCode Available | 1 |
| ProtoGate: Prototype-based Neural Networks with Global-to-local Feature Selection for Tabular Biomedical Data | Jun 21, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| FDNet: Focal Decomposed Network for Efficient, Robust and Practical Time Series Forecasting | Jun 19, 2023 | Inductive BiasTime Series | CodeCode Available | 1 |
| On the Efficacy of 3D Point Cloud Reinforcement Learning | Jun 11, 2023 | 3D Point Cloud Reinforcement LearningInductive Bias | CodeCode Available | 1 |
| 2-D SSM: A General Spatial Layer for Visual Transformers | Jun 11, 2023 | Inductive BiasPosition | CodeCode Available | 1 |
| On Robot Grasp Learning Using Equivariant Models | Jun 10, 2023 | Inductive Bias | CodeCode Available | 1 |
| Feature Programming for Multivariate Time Series Prediction | Jun 9, 2023 | Automated Feature EngineeringFeature Engineering | CodeCode Available | 1 |
| Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability | May 31, 2023 | Inductive BiasLinear Mode Connectivity | CodeCode Available | 1 |
| Disentanglement via Latent Quantization | May 28, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 |
| LowDINO -- A Low Parameter Self Supervised Learning Model | May 28, 2023 | Efficient Neural Networkimage-classification | CodeCode Available | 1 |
| Graph Inductive Biases in Transformers without Message Passing | May 27, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Emergent Representations of Program Semantics in Language Models Trained on Programs | May 18, 2023 | Inductive BiasLanguage Modelling | CodeCode Available | 1 |
| MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation | May 15, 2023 | DecoderFlood extent forecasting | CodeCode Available | 1 |
| DRew: Dynamically Rewired Message Passing with Delay | May 13, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Towards Capturing the Temporal Dynamics for Trajectory Prediction: a Coarse-to-Fine Approach | May 6, 2023 | Autonomous DrivingDecoder | CodeCode Available | 1 |
| Summarizing Multiple Documents with Conversational Structure for Meta-Review Generation | May 2, 2023 | Document SummarizationInductive Bias | CodeCode Available | 1 |
| Exploiting Inductive Bias in Transformer for Point Cloud Classification and Segmentation | Apr 27, 2023 | 3D Object Classification3D Part Segmentation | CodeCode Available | 1 |
| Latent Traversals in Generative Models as Potential Flows | Apr 25, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 |
| Sample-efficient Model-based Reinforcement Learning for Quantum Control | Apr 19, 2023 | Inductive BiasModel-based Reinforcement Learning | CodeCode Available | 1 |
| Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention | Apr 9, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Abstractors and relational cross-attention: An inductive bias for explicit relational reasoning in Transformers | Apr 1, 2023 | Inductive BiasMathematical Problem-Solving | CodeCode Available | 1 |
| Multifactor Sequential Disentanglement via Structured Koopman Autoencoders | Mar 30, 2023 | DisentanglementInductive Bias | CodeCode Available | 1 |
| Filter-informed Spectral Graph Wavelet Networks for Multiscale Feature Extraction and Intelligent Fault Diagnosis | Mar 27, 2023 | DiagnosticFault Diagnosis | CodeCode Available | 1 |
| Supervised Masked Knowledge Distillation for Few-Shot Transformers | Mar 25, 2023 | Few-Shot LearningInductive Bias | CodeCode Available | 1 |
