| Learning Inductive Biases with Simple Neural Networks | Feb 8, 2018 | Inductive BiasObject Recognition | CodeCode Available | 0 | 5 |
| Convolutional Conditional Neural Processes | Oct 29, 2019 | Inductive BiasTime Series | CodeCode Available | 0 | 5 |
| SIP: Injecting a Structural Inductive Bias into a Seq2Seq Model by Simulation | Oct 1, 2023 | Few-Shot LearningInductive Bias | CodeCode Available | 0 | 5 |
| Learning Interpretable Disease Self-Representations for Drug Repositioning | Sep 14, 2019 | Inductive Bias | CodeCode Available | 0 | 5 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 | 5 |
| Generalizing Supervised Deep Learning MRI Reconstruction to Multiple and Unseen Contrasts using Meta-Learning Hypernetworks | Jul 13, 2023 | Image ReconstructionInductive Bias | CodeCode Available | 0 | 5 |
| A Metalearned Neural Circuit for Nonparametric Bayesian Inference | Nov 24, 2023 | Bayesian InferenceInductive Bias | CodeCode Available | 0 | 5 |
| On Incorporating Inductive Biases into VAEs | Jun 25, 2021 | Inductive Bias | CodeCode Available | 0 | 5 |
| Discretizing Continuous Action Space for On-Policy Optimization | Jan 29, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Bivariate Beta-LSTM | May 25, 2019 | Caption GenerationDensity Estimation | CodeCode Available | 0 | 5 |
| Prevalence of Neural Collapse during the terminal phase of deep learning training | Aug 18, 2020 | Inductive Bias | CodeCode Available | 0 | 5 |
| Learning From Brains How to Regularize Machines | Nov 11, 2019 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Learning Latent Graph Structures and their Uncertainty | May 30, 2024 | Graph structure learningInductive Bias | CodeCode Available | 0 | 5 |
| Generalization through variance: how noise shapes inductive biases in diffusion models | Apr 16, 2025 | DenoisingInductive Bias | CodeCode Available | 0 | 5 |
| ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases | Mar 19, 2021 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Leap: Inductive Link Prediction via Learnable TopologyAugmentation | Mar 5, 2025 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Learning and Generalizing Polynomials in Simulation Metamodeling | Jul 20, 2023 | EpidemiologyInductive Bias | CodeCode Available | 0 | 5 |
| Kronecker Mask and Interpretive Prompts are Language-Action Video Learners | Feb 5, 2025 | Action RecognitionInductive Bias | CodeCode Available | 0 | 5 |
| Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps | Sep 7, 2022 | Inductive BiasNetwork Pruning | CodeCode Available | 0 | 5 |
| Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender Systems | May 11, 2019 | Feature EngineeringGraph Neural Network | CodeCode Available | 0 | 5 |
| Gated Neural Networks for Option Pricing: Rationality by Design | Sep 14, 2016 | Inductive Biasvalid | CodeCode Available | 0 | 5 |
| Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models | Sep 22, 2021 | Inductive Bias | CodeCode Available | 0 | 5 |
| All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks | Sep 13, 2023 | AllInductive Bias | CodeCode Available | 0 | 5 |
| From Images to Connections: Can DQN with GNNs learn the Strategic Game of Hex? | Nov 22, 2023 | Board GamesInductive Bias | CodeCode Available | 0 | 5 |
| Inventing art styles with no artistic training data | May 19, 2023 | Inductive Bias | CodeCode Available | 0 | 5 |
