| Bundle Neural Networks for message diffusion on graphs | May 24, 2024 | Inductive Bias | —Unverified | 0 |
| MLPs Learn In-Context on Regression and Classification Tasks | May 24, 2024 | In-Context LearningInductive Bias | CodeCode Available | 1 |
| Symmetric Linear Bandits with Hidden Symmetry | May 22, 2024 | Inductive BiasModel Selection | CodeCode Available | 0 |
| Control, Transport and Sampling: Towards Better Loss Design | May 22, 2024 | Inductive Biasvalid | —Unverified | 0 |
| Bond Graphs for multi-physics informed Neural Networks for multi-variate time series | May 22, 2024 | Graph Neural NetworkInductive Bias | —Unverified | 0 |
| Learning Object-Centric Representation via Reverse Hierarchy Guidance | May 17, 2024 | Inductive BiasObject | —Unverified | 0 |
| Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains | May 13, 2024 | Inductive BiasRepresentation Learning | CodeCode Available | 1 |
| Forecasting with Hyper-Trees | May 13, 2024 | Inductive BiasTime Series | CodeCode Available | 1 |
| OXYGENERATOR: Reconstructing Global Ocean Deoxygenation Over a Century with Deep Learning | May 12, 2024 | Inductive BiasMissing Values | —Unverified | 0 |
| Demystifying the Hypercomplex: Inductive Biases in Hypercomplex Deep Learning | May 11, 2024 | Deep LearningInductive Bias | —Unverified | 0 |
| Finding structure in logographic writing with library learning | May 11, 2024 | Inductive BiasProgram Synthesis | —Unverified | 0 |
| The Role of Learning Algorithms in Collective Action | May 10, 2024 | Inductive Bias | —Unverified | 0 |
| sc-OTGM: Single-Cell Perturbation Modeling by Solving Optimal Mass Transport on the Manifold of Gaussian Mixtures | May 6, 2024 | Inductive BiasPhenotype classification | —Unverified | 0 |
| Spatiotemporal Implicit Neural Representation as a Generalized Traffic Data Learner | May 6, 2024 | Inductive Bias | CodeCode Available | 1 |
| Convolutional Learning on Directed Acyclic Graphs | May 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 |
| U-DiTs: Downsample Tokens in U-Shaped Diffusion Transformers | May 4, 2024 | Image GenerationInductive Bias | CodeCode Available | 3 |
| No One-Size-Fits-All Neurons: Task-based Neurons for Artificial Neural Networks | May 3, 2024 | AllInductive Bias | CodeCode Available | 1 |
| Hidden Synergy: L_1 Weight Normalization and 1-Path-Norm Regularization | Apr 29, 2024 | Inductive Bias | —Unverified | 0 |
| Changing the Training Data Distribution to Reduce Simplicity Bias Improves In-distribution Generalization | Apr 27, 2024 | Data AugmentationInductive Bias | —Unverified | 0 |
| Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically | Apr 25, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 0 |
| Gradformer: Graph Transformer with Exponential Decay | Apr 24, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 2 |
| Mamba-360: Survey of State Space Models as Transformer Alternative for Long Sequence Modelling: Methods, Applications, and Challenges | Apr 24, 2024 | Drug DesignInductive Bias | CodeCode Available | 2 |
| SPARO: Selective Attention for Robust and Compositional Transformer Encodings for Vision | Apr 24, 2024 | Inductive BiasRepresentation Learning | CodeCode Available | 0 |
| Are Biological Systems More Intelligent Than Artificial Intelligence? | Apr 23, 2024 | Inductive BiasPhilosophy | —Unverified | 0 |
| Uncertainty in latent representations of variational autoencoders optimized for visual tasks | Apr 23, 2024 | Bayesian InferenceInductive Bias | CodeCode Available | 0 |
