| Context-Aware Testing: A New Paradigm for Model Testing with Large Language Models | Oct 31, 2024 | Inductive Bias | CodeCode Available | 0 |
| A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual Processing | Sep 19, 2023 | Inductive Bias | CodeCode Available | 0 |
| Compress image to patches for Vision Transformer | Feb 14, 2025 | Image ClassificationInductive Bias | CodeCode Available | 0 |
| Meta-Learning the Inductive Biases of Simple Neural Circuits | Nov 24, 2022 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract Programs | Sep 9, 2019 | Inductive BiasSemantic Parsing | CodeCode Available | 0 |
| Explicit Inductive Bias for Transfer Learning with Convolutional Networks | Feb 5, 2018 | Inductive BiasTransfer Learning | CodeCode Available | 0 |
| Meta-Learning with Warped Gradient Descent | Aug 30, 2019 | Few-Shot LearningInductive Bias | CodeCode Available | 0 |
| Compositional Language Understanding with Text-based Relational Reasoning | Nov 7, 2018 | Common Sense ReasoningInductive Bias | CodeCode Available | 0 |
| MGA: Medical generalist agent through text-guided knowledge transformation | Mar 15, 2023 | Clinical KnowledgeInductive Bias | CodeCode Available | 0 |
| Explicit Disentanglement of Appearance and Perspective in Generative Models | Jun 11, 2019 | DisentanglementInductive Bias | CodeCode Available | 0 |
| Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning | Nov 5, 2023 | Contrastive LearningGraph Classification | CodeCode Available | 0 |
| MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise Models | May 27, 2022 | Causal DiscoveryImputation | CodeCode Available | 0 |
| Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention Convergence | Dec 26, 2021 | Inductive BiasObject | CodeCode Available | 0 |
| Learning Latent Graph Structures and their Uncertainty | May 30, 2024 | Graph structure learningInductive Bias | CodeCode Available | 0 |
| Trainability, Expressivity and Interpretability in Gated Neural ODEs | Jul 12, 2023 | Inductive BiasRetrieval | CodeCode Available | 0 |
| Explainable and Explicit Visual Reasoning over Scene Graphs | Dec 5, 2018 | Inductive BiasVisual Question Answering (VQA) | CodeCode Available | 0 |
| Learning Interpretable Disease Self-Representations for Drug Repositioning | Sep 14, 2019 | Inductive Bias | CodeCode Available | 0 |
| Learning Inductive Biases with Simple Neural Networks | Feb 8, 2018 | Inductive BiasObject Recognition | CodeCode Available | 0 |
| Model-agnostic Measure of Generalization Difficulty | May 1, 2023 | Inductive BiasMeta-Learning | CodeCode Available | 0 |
| Technical Report: The Graph Spectral Token -- Enhancing Graph Transformers with Spectral Information | Apr 8, 2024 | Inductive Bias | CodeCode Available | 0 |
| Learning From Brains How to Regularize Machines | Nov 11, 2019 | image-classificationImage Classification | CodeCode Available | 0 |
| ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal Development | Nov 28, 2023 | Inductive Bias | CodeCode Available | 0 |
| Modeling Context With Linear Attention for Scalable Document-Level Translation | Oct 16, 2022 | Document Level Machine TranslationDocument Translation | CodeCode Available | 0 |
| Evaluating Relaxations of Logic for Neural Networks: A Comprehensive Study | Jul 28, 2021 | ChunkingInductive Bias | CodeCode Available | 0 |
| Learning Continuous Rotation Canonicalization with Radial Beam Sampling | Jun 21, 2022 | Inductive Bias | CodeCode Available | 0 |