| Preventing Spurious Interactions: A New Inductive Bias for Accurate Treatment Effect Estimation | May 28, 2025 | Causal InferenceInductive Bias | CodeCode Available | 0 |
| Can we learn gradients by Hamiltonian Neural Networks? | Oct 31, 2021 | Inductive Bias | CodeCode Available | 0 |
| A Metalearned Neural Circuit for Nonparametric Bayesian Inference | Nov 24, 2023 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
| Stolen Probability: A Structural Weakness of Neural Language Models | May 5, 2020 | Inductive Bias | CodeCode Available | 0 |
| Probing as Quantifying Inductive Bias | Oct 15, 2021 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
| Graph Fourier Transformer with Structure-Frequency Information | Apr 28, 2025 | Graph ClassificationInductive Bias | CodeCode Available | 0 |
| Associative Transformer | Sep 22, 2023 | Artificial Global WorkspaceImage Classification | CodeCode Available | 0 |
| Can Transformers Do Enumerative Geometry? | Aug 27, 2024 | Activation Function SynthesisCausal Inference | CodeCode Available | 0 |
| Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations | Jul 5, 2024 | ChunkingFew-Shot Learning | CodeCode Available | 0 |
| Graph Classification with GNNs: Optimisation, Representation and Inductive Bias | Aug 17, 2024 | Graph ClassificationInductive Bias | CodeCode Available | 0 |
| Progressive Translation: Improving Domain Robustness of Neural Machine Translation with Intermediate Sequences | May 16, 2023 | Inductive BiasMachine Translation | CodeCode Available | 0 |
| ConViT: Improving Vision Transformers with Soft Convolutional Inductive Biases | Mar 19, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Strong inductive biases provably prevent harmless interpolation | Jan 18, 2023 | Inductive Bias | CodeCode Available | 0 |
| All you need is spin: SU(2) equivariant variational quantum circuits based on spin networks | Sep 13, 2023 | AllInductive Bias | CodeCode Available | 0 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| Graph-based Knowledge Distillation by Multi-head Attention Network | Jul 4, 2019 | Inductive BiasKnowledge Distillation | CodeCode Available | 0 |
| Good-Enough Compositional Data Augmentation | Apr 21, 2019 | Data AugmentationDiagnostic | CodeCode Available | 0 |
| Controlled Evaluation of Grammatical Knowledge in Mandarin Chinese Language Models | Sep 22, 2021 | Inductive Bias | CodeCode Available | 0 |
| Structured Initialization for Attention in Vision Transformers | Apr 1, 2024 | Inductive Bias | CodeCode Available | 0 |
| No-Reference Image Quality Assessment with Global-Local Progressive Integration and Semantic-Aligned Quality Transfer | Aug 7, 2024 | Blind Image Quality AssessmentImage Quality Assessment | CodeCode Available | 0 |
| PushNet: Efficient and Adaptive Neural Message Passing | Mar 4, 2020 | Inductive BiasNode Classification | CodeCode Available | 0 |
| A Hierarchical Multi-task Approach for Learning Embeddings from Semantic Tasks | Nov 14, 2018 | Inductive BiasMulti-Task Learning | CodeCode Available | 0 |
| Towards Exact Computation of Inductive Bias | Jun 22, 2024 | Inductive Bias | CodeCode Available | 0 |
| 3D-OOCS: Learning Prostate Segmentation with Inductive Bias | Oct 29, 2021 | Edge DetectionImage Segmentation | CodeCode Available | 0 |
| General-Purpose In-Context Learning by Meta-Learning Transformers | Dec 8, 2022 | In-Context LearningInductive Bias | CodeCode Available | 0 |
