| Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games | May 1, 2022 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 | 5 |
| 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 | 5 |
| MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters | Jan 1, 2023 | Bilevel OptimizationInductive Bias | CodeCode Available | 0 | 5 |
| Recognizing Object by Components with Human Prior Knowledge Enhances Adversarial Robustness of Deep Neural Networks | Dec 4, 2022 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 | 5 |
| Neural networks can understand compositional functions that humans do not, in the context of emergent communication | Mar 6, 2021 | Inductive BiasPosition | CodeCode Available | 0 | 5 |
| Dynamical Mechanism of Sampling-based Stochastic Inference under Probabilistic Population Codes | Jun 10, 2021 | Inductive Bias | CodeCode Available | 0 | 5 |
| Approximating CKY with Transformers | May 3, 2023 | Constituency ParsingInductive Bias | CodeCode Available | 0 | 5 |
| Logical Tasks for Measuring Extrapolation and Rule Comprehension | Nov 14, 2022 | Inductive BiasLogical Reasoning | CodeCode Available | 0 | 5 |
| LPGD: A General Framework for Backpropagation through Embedded Optimization Layers | Jul 8, 2024 | Inductive Bias | CodeCode Available | 0 | 5 |
| Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong Learning | Oct 17, 2023 | Inductive BiasLifelong learning | CodeCode Available | 0 | 5 |
| Dual-channel Heterophilic Message Passing for Graph Fraud Detection | Apr 19, 2025 | Fraud DetectionInductive Bias | CodeCode Available | 0 | 5 |
| Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness | Jun 17, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 | 5 |
| Local Nonparametric Meta-Learning | Feb 9, 2020 | Inductive BiasMeta-Learning | CodeCode Available | 0 | 5 |
| Boosting the Cross-Architecture Generalization of Dataset Distillation through an Empirical Study | Dec 9, 2023 | Dataset DistillationInductive Bias | CodeCode Available | 0 | 5 |
| Local Perception-Aware Transformer for Aerial Tracking | Aug 1, 2022 | Inductive BiasObject Tracking | CodeCode Available | 0 | 5 |
| Minimum Class Confusion for Versatile Domain Adaptation | Dec 8, 2019 | Domain AdaptationInductive Bias | CodeCode Available | 0 | 5 |
| Learning with Hyperspherical Uniformity | Mar 2, 2021 | Inductive BiasL2 Regularization | CodeCode Available | 0 | 5 |
| Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases | Sep 9, 2019 | Inductive Bias | CodeCode Available | 0 | 5 |
| Learning to reason over visual objects | Mar 3, 2023 | Inductive BiasVisual Reasoning | CodeCode Available | 0 | 5 |
| Adversarial Attacks on Data Attribution | Sep 9, 2024 | Adversarial AttackAdversarial Robustness | CodeCode Available | 0 | 5 |
| Learning to Substitute Spans towards Improving Compositional Generalization | Jun 5, 2023 | Data AugmentationInductive Bias | CodeCode Available | 0 | 5 |
| Learning to Rank Patches for Unbiased Image Redundancy Reduction | Mar 31, 2024 | Image ReconstructionInductive Bias | CodeCode Available | 0 | 5 |
| Learning Type Annotation: Is Big Data Enough? | Aug 18, 2021 | Inductive Bias | CodeCode Available | 0 | 5 |
| Divide & Conquer Imitation Learning | Apr 15, 2022 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 | 5 |
| Divide and Conquer Networks | Nov 8, 2016 | ClusteringInductive Bias | CodeCode Available | 0 | 5 |
