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Inductive Bias

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Showing 1251–1300 of 1529 papers

TitleStatusHype
Context-Aware Testing: A New Paradigm for Model Testing with Large Language ModelsCode0
A Cognitively-Inspired Neural Architecture for Visual Abstract Reasoning Using Contrastive Perceptual and Conceptual ProcessingCode0
Compress image to patches for Vision TransformerCode0
Meta-Learning the Inductive Biases of Simple Neural CircuitsCode0
Learning Semantic Parsers from Denotations with Latent Structured Alignments and Abstract ProgramsCode0
Explicit Inductive Bias for Transfer Learning with Convolutional NetworksCode0
Meta-Learning with Warped Gradient DescentCode0
Compositional Language Understanding with Text-based Relational ReasoningCode0
MGA: Medical generalist agent through text-guided knowledge transformationCode0
Explicit Disentanglement of Appearance and Perspective in Generative ModelsCode0
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive LearningCode0
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise ModelsCode0
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention ConvergenceCode0
Learning Latent Graph Structures and their UncertaintyCode0
Trainability, Expressivity and Interpretability in Gated Neural ODEsCode0
Explainable and Explicit Visual Reasoning over Scene GraphsCode0
Learning Interpretable Disease Self-Representations for Drug RepositioningCode0
Learning Inductive Biases with Simple Neural NetworksCode0
Model-agnostic Measure of Generalization DifficultyCode0
Technical Report: The Graph Spectral Token -- Enhancing Graph Transformers with Spectral InformationCode0
Learning From Brains How to Regularize MachinesCode0
ReWaRD: Retinal Waves for Pre-Training Artificial Neural Networks Mimicking Real Prenatal DevelopmentCode0
Modeling Context With Linear Attention for Scalable Document-Level TranslationCode0
Evaluating Relaxations of Logic for Neural Networks: A Comprehensive StudyCode0
Learning Continuous Rotation Canonicalization with Radial Beam SamplingCode0
Adversarial Attacks on Data AttributionCode0
Increasing the adversarial robustness and explainability of capsule networks with γ-capsulesCode0
Learning and Generalizing Polynomials in Simulation MetamodelingCode0
Temporal Latent Bottleneck: Synthesis of Fast and Slow Processing Mechanisms in Sequence LearningCode0
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive BiasCode0
Bivariate Beta-LSTMCode0
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge SplittingCode0
A provable control of sensitivity of neural networks through a direct parameterization of the overall bi-LipschitznessCode0
Equivariant Transduction through Invariant AlignmentCode0
Bias and Generalization in Deep Generative Models: An Empirical StudyCode0
Compositionality as Lexical SymmetryCode0
Compositional Generalization without Trees using Multiset Tagging and Latent PermutationsCode0
MSG-Chart: Multimodal Scene Graph for ChartQACode0
Leap: Inductive Link Prediction via Learnable TopologyAugmentationCode0
Kronecker Mask and Interpretive Prompts are Language-Action Video LearnersCode0
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) RepresentationsCode0
Equivariant neural networks for inverse problemsCode0
Beyond Vector Spaces: Compact Data Representation as Differentiable Weighted GraphsCode0
The Effect of Heterogeneous Data for Alzheimer's Disease Detection from SpeechCode0
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive BiasCode0
Knowledge-aware Graph Neural Networks with Label Smoothness Regularization for Recommender SystemsCode0
Rotation-Invariant Random Features Provide a Strong Baseline for Machine Learning on 3D Point CloudsCode0
The Emergence of Organizing Structure in Conceptual RepresentationCode0
S^2-MLPv2: Improved Spatial-Shift MLP Architecture for VisionCode0
Multiphysics discovery with moving boundaries using Ensemble SINDy and Peridynamic Differential OperatorCode0
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