| Adversarial Attacks on Data Attribution | Sep 9, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 |
| Increasing the adversarial robustness and explainability of capsule networks with γ-capsules | Dec 23, 2018 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 |
| Learning and Generalizing Polynomials in Simulation Metamodeling | Jul 20, 2023 | EpidemiologyInductive Bias | CodeCode Available | 0 |
| Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence Learning | May 30, 2022 | Decision MakingInductive Bias | CodeCode Available | 0 |
| ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive Bias | Jun 24, 2022 | Inductive Bias | CodeCode Available | 0 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 |
| ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge Splitting | May 27, 2022 | DenoisingInductive Bias | CodeCode Available | 0 |
| A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-Lipschitzness | Apr 15, 2024 | Inductive BiasSensitivity | CodeCode Available | 0 |
| Equivariant Transduction through Invariant Alignment | Sep 22, 2022 | Inductive Bias | CodeCode Available | 0 |
| Bias and Generalization in Deep Generative Models: An Empirical Study | Nov 8, 2018 | Density EstimationInductive Bias | CodeCode Available | 0 |
| Compositionality as Lexical Symmetry | Jan 30, 2022 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Compositional Generalization without Trees using Multiset Tagging and Latent Permutations | May 26, 2023 | Inductive BiasSemantic Parsing | CodeCode Available | 0 |
| MSG-Chart: Multimodal Scene Graph for ChartQA | Aug 9, 2024 | Chart Question AnsweringInductive Bias | CodeCode Available | 0 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Kronecker Mask and Interpretive Prompts are Language-Action Video Learners | Feb 5, 2025 | Action RecognitionInductive Bias | CodeCode Available | 0 |
| MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations | May 29, 2023 | Few-Shot Audio ClassificationInductive Bias | CodeCode Available | 0 |
| Equivariant neural networks for inverse problems | Feb 23, 2021 | Inductive Bias | CodeCode Available | 0 |
| Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted Graphs | Oct 8, 2019 | Collaborative FilteringInductive Bias | CodeCode Available | 0 |
| The Effect of Heterogeneous Data for Alzheimer's Disease Detection from Speech | Nov 29, 2018 | Alzheimer's Disease DetectionFairness | CodeCode Available | 0 |
| Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive Bias | Feb 15, 2024 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 |
| Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point Clouds | Jul 27, 2023 | 3D Shape ClassificationInductive Bias | CodeCode Available | 0 |
| The Emergence of Organizing Structure in Conceptual Representation | Nov 28, 2016 | FormInductive Bias | CodeCode Available | 0 |
| S^2-MLPv2: Improved Spatial-Shift MLP Architecture for Vision | Aug 2, 2021 | Inductive Bias | CodeCode Available | 0 |
| Multiphysics discovery with moving boundaries using Ensemble SINDy and Peridynamic Differential Operator | Mar 27, 2023 | Inductive Bias | CodeCode Available | 0 |
