| LPGD: A General Framework for Backpropagation through Embedded Optimization Layers | Jul 8, 2024 | Inductive Bias | CodeCode Available | 0 |
| Greener GRASS: Enhancing GNNs with Encoding, Rewiring, and Attention | Jul 8, 2024 | Graph AttentionInductive Bias | —Unverified | 0 |
| Understanding Visual Feature Reliance through the Lens of Complexity | Jul 8, 2024 | Inductive Bias | —Unverified | 0 |
| Strengthening Structural Inductive Biases by Pre-training to Perform Syntactic Transformations | Jul 5, 2024 | ChunkingFew-Shot Learning | CodeCode Available | 0 |
| G-Adaptivity: optimised graph-based mesh relocation for finite element methods | Jul 5, 2024 | Graph Neural NetworkInductive Bias | CodeCode Available | 1 |
| Exploiting the equivalence between quantum neural networks and perceptrons | Jul 5, 2024 | Inductive BiasQuantum Machine Learning | —Unverified | 0 |
| Emergent Interpretable Symbols and Content-Style Disentanglement via Variance-Invariance Constraints | Jul 4, 2024 | DecoderDisentanglement | —Unverified | 0 |
| Do Quantum Neural Networks have Simplicity Bias? | Jul 3, 2024 | Inductive Bias | —Unverified | 0 |
| Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce Scenarios | Jul 3, 2024 | Generative Adversarial NetworkInductive Bias | CodeCode Available | 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 |
| Probing the effects of broken symmetries in machine learning | Jun 25, 2024 | Inductive Bias | CodeCode Available | 1 |
| Unlocking Continual Learning Abilities in Language Models | Jun 25, 2024 | Continual LearningInductive Bias | CodeCode Available | 1 |
| Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting | Jun 24, 2024 | Cross-Domain Few-Shotcross-domain few-shot learning | CodeCode Available | 0 |
| Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs | Jun 24, 2024 | Graph Representation LearningInductive Bias | —Unverified | 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 |
| Delay Embedding Theory of Neural Sequence Models | Jun 17, 2024 | Inductive BiasState Space Models | —Unverified | 0 |
| Composing Object Relations and Attributes for Image-Text Matching | Jun 17, 2024 | AttributeGraph Attention | CodeCode Available | 1 |
| Adversaries With Incentives: A Strategic Alternative to Adversarial Robustness | Jun 17, 2024 | Adversarial RobustnessInductive Bias | CodeCode Available | 0 |
| Unveiling Encoder-Free Vision-Language Models | Jun 17, 2024 | DecoderInductive Bias | CodeCode Available | 3 |
| DocNet: Semantic Structure in Inductive Bias Detection Models | Jun 16, 2024 | ArticlesBias Detection | —Unverified | 0 |
| Scale Equivariant Graph Metanetworks | Jun 15, 2024 | Inductive Bias | CodeCode Available | 1 |
| Leveraging Locality to Boost Sample Efficiency in Robotic Manipulation | Jun 15, 2024 | Imitation LearningInductive Bias | CodeCode Available | 1 |
