| Systematic Reasoning About Relational Domains With Graph Neural Networks | Jul 24, 2024 | Inductive BiasSystematic Generalization | CodeCode Available | 0 |
| MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic Adapters | Jan 1, 2023 | Bilevel OptimizationInductive Bias | CodeCode Available | 0 |
| Minimum Class Confusion for Versatile Domain Adaptation | Dec 8, 2019 | Domain AdaptationInductive Bias | CodeCode Available | 0 |
| Learning with Hyperspherical Uniformity | Mar 2, 2021 | Inductive BiasL2 Regularization | CodeCode Available | 0 |
| Fast Rates for Noisy Interpolation Require Rethinking the Effects of Inductive Bias | Mar 7, 2022 | Inductive Biasvalid | CodeCode Available | 0 |
| Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental Fluorosis | Apr 21, 2024 | DecoderInductive Bias | CodeCode Available | 0 |
| Re-Think and Re-Design Graph Neural Networks in Spaces of Continuous Graph Diffusion Functionals | Jul 1, 2023 | DenoisingGenerative Adversarial Network | CodeCode Available | 0 |
| A Contrastive Variational Graph Auto-Encoder for Node Clustering | Dec 28, 2023 | ClusteringContrastive Learning | CodeCode Available | 0 |
| Learning Visual Dynamics Models of Rigid Objects using Relational Inductive Biases | Sep 9, 2019 | Inductive Bias | CodeCode Available | 0 |
| Learning Type Annotation: Is Big Data Enough? | Aug 18, 2021 | Inductive Bias | CodeCode Available | 0 |
| Maximum Roaming Multi-Task Learning | Jun 17, 2020 | Inductive BiasMulti-Task Learning | CodeCode Available | 0 |
| Maximum Total Correlation Reinforcement Learning | May 22, 2025 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Learning to Substitute Spans towards Improving Compositional Generalization | Jun 5, 2023 | Data AugmentationInductive Bias | CodeCode Available | 0 |
| Learning to reason over visual objects | Mar 3, 2023 | Inductive BiasVisual Reasoning | CodeCode Available | 0 |
| Measuring Inductive Biases of In-Context Learning with Underspecified Demonstrations | May 22, 2023 | In-Context LearningInductive Bias | CodeCode Available | 0 |
| Faithful Label-free Knowledge Distillation | Nov 22, 2024 | Inductive BiasKnowledge Distillation | CodeCode Available | 0 |
| Learning to Rank Patches for Unbiased Image Redundancy Reduction | Mar 31, 2024 | Image ReconstructionInductive Bias | CodeCode Available | 0 |
| Learning to cluster neuronal function | Jun 3, 2025 | ClusteringInductive Bias | CodeCode Available | 0 |
| Rethinking Cooking State Recognition with Vision Transformers | Dec 16, 2022 | Inductive Biasobject-detection | CodeCode Available | 0 |
| Expressive Monotonic Neural Networks | Jul 14, 2023 | FairnessInductive Bias | CodeCode Available | 0 |
| Exploring the Potential of Encoder-free Architectures in 3D LMMs | Feb 13, 2025 | Inductive BiasVisual Question Answering (VQA) | CodeCode Available | 0 |
| BMapEst: Estimation of Brain Tissue Probability Maps using a Differentiable MRI Simulator | Apr 23, 2024 | Inductive Bias | CodeCode Available | 0 |
| Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically | Apr 25, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 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 |
| Learning Symmetries via Weight-Sharing with Doubly Stochastic Tensors | Dec 5, 2024 | Inductive Bias | CodeCode Available | 0 |