| Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions | Mar 7, 2022 | BIG-bench Machine LearningInductive Bias | CodeCode Available | 1 |
| Graph Neural Networks for Image Classification and Reinforcement Learning using Graph representations | Mar 7, 2022 | image-classificationImage Classification | —Unverified | 0 |
| Fast Rates for Noisy Interpolation Require Rethinking the Effects of Inductive Bias | Mar 7, 2022 | Inductive Biasvalid | CodeCode Available | 0 |
| WaveMix: Resource-efficient Token Mixing for Images | Mar 7, 2022 | GPUImage Classification | CodeCode Available | 1 |
| Discovering Inductive Bias with Gibbs Priors: A Diagnostic Tool for Approximate Bayesian Inference | Mar 7, 2022 | Bayesian InferenceDiagnostic | CodeCode Available | 0 |
| Instance Segmentation for Autonomous Log Grasping in Forestry Operations | Mar 3, 2022 | Inductive BiasInstance Segmentation | CodeCode Available | 1 |
| What Makes Transfer Learning Work For Medical Images: Feature Reuse & Other Factors | Mar 2, 2022 | Inductive BiasTransfer Learning | CodeCode Available | 1 |
| A Simple and Universal Rotation Equivariant Point-cloud Network | Mar 2, 2022 | Inductive Bias | CodeCode Available | 1 |
| Transformer Grammars: Augmenting Transformer Language Models with Syntactic Inductive Biases at Scale | Mar 1, 2022 | Inductive BiasLanguage Modeling | —Unverified | 0 |
| Multi-Task Multi-Scale Learning For Outcome Prediction in 3D PET Images | Mar 1, 2022 | Inductive BiasMulti-Task Learning | —Unverified | 0 |
| Learning Neural Hamiltonian Dynamics: A Methodological Overview | Feb 28, 2022 | Inductive Bias | CodeCode Available | 1 |
| A Data-scalable Transformer for Medical Image Segmentation: Architecture, Model Efficiency, and Benchmark | Feb 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 2 |
| Learning Multi-Task Gaussian Process Over Heterogeneous Input Domains | Feb 25, 2022 | Dimensionality ReductionInductive Bias | —Unverified | 0 |
| Learning Dynamics and Structure of Complex Systems Using Graph Neural Networks | Feb 22, 2022 | Inductive BiasTime Series | —Unverified | 0 |
| Robustness and Accuracy Could Be Reconcilable by (Proper) Definition | Feb 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| ViTAEv2: Vision Transformer Advanced by Exploring Inductive Bias for Image Recognition and Beyond | Feb 21, 2022 | Image ClassificationInductive Bias | CodeCode Available | 2 |
| EINNs: Epidemiologically-informed Neural Networks | Feb 21, 2022 | Inductive Bias | CodeCode Available | 1 |
| Geometrically Equivariant Graph Neural Networks: A Survey | Feb 15, 2022 | Inductive BiasSurvey | —Unverified | 0 |
| Delving Deeper into Cross-lingual Visual Question Answering | Feb 15, 2022 | Inductive BiasQuestion Answering | CodeCode Available | 0 |
| Continuously Generalized Ordinal Regression for Linear and Deep Models | Feb 14, 2022 | Inductive Biasregression | —Unverified | 0 |
| The no-free-lunch theorems of supervised learning | Feb 9, 2022 | Inductive BiasLearning Theory | —Unverified | 0 |
| The Implicit Bias of Gradient Descent on Generalized Gated Linear Networks | Feb 5, 2022 | Inductive Bias | CodeCode Available | 0 |
| Image-to-Image MLP-mixer for Image Reconstruction | Feb 4, 2022 | Compressive SensingDenoising | CodeCode Available | 0 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| GNNRank: Learning Global Rankings from Pairwise Comparisons via Directed Graph Neural Networks | Feb 1, 2022 | Inductive Bias | CodeCode Available | 1 |
