| Karyotype AI for Precision Oncology | Nov 20, 2022 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| R2-MLP: Round-Roll MLP for Multi-View 3D Object Recognition | Nov 20, 2022 | 3D Object Recognitionimage-classification | CodeCode Available | 0 |
| Mutual Balancing in State-Object Components for Compositional Zero-Shot Learning | Nov 19, 2022 | Compositional Zero-Shot LearningInductive Bias | —Unverified | 0 |
| Parameter-Efficient Transformer with Hybrid Axial-Attention for Medical Image Segmentation | Nov 17, 2022 | feature selectionImage Segmentation | —Unverified | 0 |
| The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry | Nov 16, 2022 | Inductive Bias | —Unverified | 0 |
| Cognitive Simplification Operations Improve Text Simplification | Nov 16, 2022 | Inductive BiasText Simplification | CodeCode Available | 0 |
| Hierarchical Phrase-based Sequence-to-Sequence Learning | Nov 15, 2022 | Inductive BiasMachine Translation | CodeCode Available | 1 |
| Logical Tasks for Measuring Extrapolation and Rule Comprehension | Nov 14, 2022 | Inductive BiasLogical Reasoning | CodeCode Available | 0 |
| Grassmann Manifold Flows for Stable Shape Generation | Nov 5, 2022 | Inductive Bias | —Unverified | 0 |
| Spectral Regularization: an Inductive Bias for Sequence Modeling | Nov 4, 2022 | Inductive Bias | CodeCode Available | 0 |
| A General Purpose Neural Architecture for Geospatial Systems | Nov 4, 2022 | Disaster ResponseDiversity | —Unverified | 0 |
| Relating graph auto-encoders to linear models | Nov 3, 2022 | Inductive Bias | —Unverified | 0 |
| Instance-Dependent Generalization Bounds via Optimal Transport | Nov 2, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 |
| When Do We Need Graph Neural Networks for Node Classification? | Oct 30, 2022 | ClassificationInductive Bias | —Unverified | 0 |
| Introducing topography in convolutional neural networks | Oct 28, 2022 | Inductive Bias | CodeCode Available | 0 |
| IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernels | Oct 28, 2022 | Image SegmentationInductive Bias | CodeCode Available | 0 |
| Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias | Oct 28, 2022 | Image Quality AssessmentInductive Bias | —Unverified | 0 |
| Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning Ability | Oct 26, 2022 | Inductive Bias | CodeCode Available | 0 |
| TabMixer: Excavating Label Distribution Learning with Small-scale Features | Oct 25, 2022 | DescriptiveInductive Bias | —Unverified | 0 |
| A PAC-Bayesian Generalization Bound for Equivariant Networks | Oct 24, 2022 | Generalization BoundsInductive Bias | —Unverified | 0 |
| Mitigating Gradient Bias in Multi-objective Learning: A Provably Convergent Stochastic Approach | Oct 23, 2022 | FairnessInductive Bias | CodeCode Available | 1 |
| The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection | Oct 22, 2022 | AttributeFraud Detection | —Unverified | 0 |
| NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data Augmentation | Oct 22, 2022 | counterfactualData Augmentation | CodeCode Available | 0 |
| Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior | Oct 22, 2022 | Inductive BiasTime Series | —Unverified | 0 |
| Contrastive Prototypical Network with Wasserstein Confidence Penalty | Oct 21, 2022 | Contrastive LearningFew-Shot Learning | CodeCode Available | 1 |
