| SimMLP: Training MLPs on Graphs without Supervision | Feb 14, 2024 | Fraud DetectionGraph Classification | CodeCode Available | 1 |
| Graph Neural Network-Inspired Kernels for Gaussian Processes in Semi-Supervised Learning | Feb 12, 2023 | Gaussian ProcessesGraph Neural Network | CodeCode Available | 1 |
| Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge | Aug 18, 2024 | ArticlesInductive Bias | CodeCode Available | 1 |
| Hierarchical Kickstarting for Skill Transfer in Reinforcement Learning | Jul 23, 2022 | Inductive BiasNetHack | CodeCode Available | 1 |
| Energy-Based Learning for Scene Graph Generation | Mar 3, 2021 | Graph GenerationInductive Bias | CodeCode Available | 1 |
| Deep Random Features for Scalable Interpolation of Spatiotemporal Data | Dec 16, 2024 | Earth ObservationGaussian Processes | CodeCode Available | 1 |
| How Interpretable and Trustworthy are GAMs? | Jun 11, 2020 | Additive modelsInductive Bias | CodeCode Available | 1 |
| How to train your ViT? Data, Augmentation, and Regularization in Vision Transformers | Jun 18, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| ALMA: Hierarchical Learning for Composite Multi-Agent Tasks | May 27, 2022 | Decision MakingInductive Bias | CodeCode Available | 1 |
| H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences | Jul 25, 2021 | Inductive BiasLanguage Modelling | CodeCode Available | 1 |
| GREED: A Neural Framework for Learning Graph Distance Functions | Dec 24, 2021 | CPUGPU | CodeCode Available | 1 |
| Implicit Autoencoder for Point-Cloud Self-Supervised Representation Learning | Jan 3, 2022 | 3D geometry3D Point Cloud Classification | CodeCode Available | 1 |
| DeiT-LT Distillation Strikes Back for Vision Transformer Training on Long-Tailed Datasets | Apr 3, 2024 | Image ClassificationInductive Bias | CodeCode Available | 1 |
| Improving Image Captioning with Better Use of Captions | Jun 21, 2020 | Caption GenerationImage Captioning | CodeCode Available | 1 |
| Energy-based Potential Games for Joint Motion Forecasting and Control | Dec 4, 2023 | Inductive BiasMotion Forecasting | CodeCode Available | 1 |
| Interpretable statistical representations of neural population dynamics and geometry | Apr 6, 2023 | BenchmarkingDecision Making | CodeCode Available | 1 |
| Introspective Distillation for Robust Question Answering | Nov 1, 2021 | counterfactualInductive Bias | CodeCode Available | 1 |
| Error Correction Code Transformer | Mar 27, 2022 | Inductive Bias | CodeCode Available | 1 |
| Distribution inference risks: Identifying and mitigating sources of leakage | Sep 18, 2022 | Inductive Bias | CodeCode Available | 1 |
| Dependency Transformer Grammars: Integrating Dependency Structures into Transformer Language Models | Jul 24, 2024 | ARCInductive Bias | CodeCode Available | 1 |
| Attention is Not All You Need: Pure Attention Loses Rank Doubly Exponentially with Depth | Mar 5, 2021 | AllInductive Bias | CodeCode Available | 1 |
| Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small Datasets | Jul 28, 2024 | image-classificationImage Classification | CodeCode Available | 1 |
| An Inductive Bias for Distances: Neural Nets that Respect the Triangle Inequality | Feb 14, 2020 | Inductive BiasMetric Learning | CodeCode Available | 1 |
| DMAP: a Distributed Morphological Attention Policy for Learning to Locomote with a Changing Body | Sep 28, 2022 | continuous-controlContinuous Control | CodeCode Available | 1 |
| End-to-End Referring Video Object Segmentation with Multimodal Transformers | Nov 29, 2021 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
