| HDT: Hierarchical Document Transformer | Jul 11, 2024 | Inductive Bias | —Unverified | 0 |
| Teaching Transformers Causal Reasoning through Axiomatic Training | Jul 10, 2024 | Inductive Bias | —Unverified | 0 |
| Understanding Visual Feature Reliance through the Lens of Complexity | Jul 8, 2024 | Inductive Bias | —Unverified | 0 |
| Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention | Jul 8, 2024 | Graph AttentionInductive Bias | —Unverified | 0 |
| LPGD: A General Framework for Backpropagation through Embedded Optimization Layers | Jul 8, 2024 | Inductive Bias | CodeCode Available | 0 |
| Exploiting the equivalence between quantum neural networks and perceptrons | Jul 5, 2024 | Inductive BiasQuantum Machine Learning | —Unverified | 0 |
| Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations | Jul 5, 2024 | ChunkingFew-Shot Learning | CodeCode Available | 0 |
| Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints | Jul 4, 2024 | DecoderDisentanglement | —Unverified | 0 |
| Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios | Jul 3, 2024 | Generative Adversarial NetworkInductive Bias | CodeCode Available | 0 |
| Do Quantum Neural Networks have Simplicity Bias? | Jul 3, 2024 | Inductive Bias | —Unverified | 0 |
| Detecting and Identifying Selection Structure in Sequential Data | Jun 29, 2024 | Inductive Bias | —Unverified | 0 |
| Sequential Disentanglement by Extracting Static Information From A Single Sequence Element | Jun 26, 2024 | Data AugmentationDisentanglement | —Unverified | 0 |
| Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs | Jun 24, 2024 | Graph Representation LearningInductive Bias | —Unverified | 0 |
| Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting | Jun 24, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Towards Exact Computation of Inductive Bias | Jun 22, 2024 | Inductive Bias | CodeCode Available | 0 |
| Graph Structure Learning with Interpretable Bayesian Neural Networks | Jun 20, 2024 | Graph structure learningInductive Bias | —Unverified | 0 |
| Scalable unsupervised alignment of general metric and non-metric structures | Jun 19, 2024 | Inductive Bias | —Unverified | 0 |
| Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness | Jun 17, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 |
| Delay Embedding Theory of Neural Sequence Models | Jun 17, 2024 | Inductive BiasState Space Models | —Unverified | 0 |
| DocNet: Semantic Structure in Inductive Bias Detection Models | Jun 16, 2024 | ArticlesBias Detection | —Unverified | 0 |
| Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure | Jun 13, 2024 | Graph LearningInductive Bias | —Unverified | 0 |
| An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels | Jun 13, 2024 | Image GenerationInductive Bias | —Unverified | 0 |
| Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias | Jun 13, 2024 | Inductive Biasregression | —Unverified | 0 |
| Expressivity and Generalization: Fragment-Biases for Molecular GNNs | Jun 12, 2024 | Inductive Bias | —Unverified | 0 |
| Non-autoregressive Personalized Bundle Generation | Jun 11, 2024 | DecoderGraph Neural Network | —Unverified | 0 |