| Gradformer: Graph Transformer with Exponential Decay | Apr 24, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 2 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| Equivariant Ensembles and Regularization for Reinforcement Learning in Map-based Path Planning | Mar 19, 2024 | Inductive BiasReinforcement Learning (RL) | CodeCode Available | 2 |
| Hidden Biases of End-to-End Driving Models | Jun 13, 2023 | Autonomous DrivingBench2Drive | CodeCode Available | 2 |
| Differentiable Convex Optimization Layers | Oct 28, 2019 | Inductive Bias | CodeCode Available | 2 |
| DYffusion: A Dynamics-informed Diffusion Model for Spatiotemporal Forecasting | Jun 3, 2023 | Computational EfficiencyInductive Bias | CodeCode Available | 2 |
| Forecast-MAE: Self-supervised Pre-training for Motion Forecasting with Masked Autoencoders | Aug 19, 2023 | Inductive BiasMotion Forecasting | CodeCode Available | 2 |
| Global Context Vision Transformers | Jun 20, 2022 | image-classificationImage Classification | CodeCode Available | 2 |
| Discrete Event, Continuous Time RNNs | Oct 11, 2017 | Inductive BiasRetrieval | CodeCode Available | 2 |
| Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image Registration | May 31, 2024 | Deformable Medical Image RegistrationImage Registration | CodeCode Available | 2 |
