| Structure Inducing Pre-Training | Mar 18, 2021 | DescriptiveInductive Bias | CodeCode Available | 1 |
| Revisiting Heterophily For Graph Neural Networks | Oct 14, 2022 | Inductive BiasNode Classification | CodeCode Available | 1 |
| Graph Inductive Biases in Transformers without Message Passing | May 27, 2023 | Graph ClassificationGraph Regression | CodeCode Available | 1 |
| Bridging the Gap Between Vision Transformers and Convolutional Neural Networks on Small Datasets | Oct 12, 2022 | Inductive Bias | CodeCode Available | 1 |
| ExpBERT: Representation Engineering with Natural Language Explanations | May 5, 2020 | Inductive BiasRelation Extraction | CodeCode Available | 1 |
| Dynamic Graph Learning-Neural Network for Multivariate Time Series Modeling | Dec 6, 2021 | Graph LearningInductive Bias | CodeCode Available | 1 |
| Dynamic Hybrid Relation Network for Cross-Domain Context-Dependent Semantic Parsing | Jan 5, 2021 | Dialogue State TrackingInductive Bias | CodeCode Available | 1 |
| H-Transformer-1D: Fast One-Dimensional Hierarchical Attention for Sequences | Jul 25, 2021 | Inductive BiasLanguage Modelling | CodeCode Available | 1 |
| Masked autoencoders are effective solution to transformer data-hungry | Dec 12, 2022 | Contrastive LearningInductive Bias | CodeCode Available | 1 |
| Dynamic Token Normalization Improves Vision Transformers | Dec 5, 2021 | Inductive BiasListOps | CodeCode Available | 1 |
| Building powerful and equivariant graph neural networks with structural message-passing | Jun 26, 2020 | Graph RegressionInductive Bias | CodeCode Available | 1 |
| Scaling physics-informed hard constraints with mixture-of-experts | Feb 20, 2024 | Inductive BiasMixture-of-Experts | CodeCode Available | 1 |
| Contrastive Learning Relies More on Spatial Inductive Bias Than Supervised Learning: An Empirical Study | Jan 1, 2023 | Contrastive LearningInductive Bias | —Unverified | 0 |
| ConTraNet: A single end-to-end hybrid network for EEG-based and EMG-based human machine interfaces | Jun 21, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| A Theory of Natural Intelligence | Apr 22, 2022 | Inductive Bias | —Unverified | 0 |
| Continuously Generalized Ordinal Regression for Linear and Deep Models | Feb 14, 2022 | Inductive Biasregression | —Unverified | 0 |
| A Theory for Emergence of Complex Skills in Language Models | Jul 29, 2023 | Inductive Bias | —Unverified | 0 |
| A lightweight Transformer-based model for fish landmark detection | Sep 13, 2022 | Inductive Bias | —Unverified | 0 |
| A Theoretical Analysis of Fine-tuning with Linear Teachers | Jul 4, 2021 | Inductive Biasregression | —Unverified | 0 |
| On Efficiently Representing Regular Languages as RNNs | Feb 24, 2024 | Inductive Bias | —Unverified | 0 |
| A Bird's-Eye Tutorial of Graph Attention Architectures | Jun 6, 2022 | Graph AttentionGraph Mining | —Unverified | 0 |
| Finding structure in logographic writing with library learning | May 11, 2024 | Inductive BiasProgram Synthesis | —Unverified | 0 |
| Constraining Gaussian Processes to Systems of Linear Ordinary Differential Equations | Aug 26, 2022 | Gaussian ProcessesInductive Bias | —Unverified | 0 |
| Connecting the geometry and dynamics of many-body complex systems with message passing neural operators | Feb 21, 2025 | Inductive BiasOperator learning | —Unverified | 0 |
| Asymmetry of the Relative Entropy in the Regularization of Empirical Risk Minimization | Oct 2, 2024 | Inductive Bias | —Unverified | 0 |
