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Inductive Bias

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Showing 401–450 of 1529 papers

TitleStatusHype
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
Neural 3D Morphable Models: Spiral Convolutional Networks for 3D Shape Representation Learning and GenerationCode0
Compositional Language Understanding with Text-based Relational ReasoningCode0
Compositionality as Lexical SymmetryCode0
Compositional Generalization without Trees using Multiset Tagging and Latent PermutationsCode0
A Hierarchical Multi-task Approach for Learning Embeddings from Semantic TasksCode0
MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) RepresentationsCode0
MSG-Chart: Multimodal Scene Graph for ChartQACode0
ComDensE : Combined Dense Embedding of Relation-aware and Common Features for Knowledge Graph CompletionCode0
Multi-Excitation Projective Simulation with a Many-Body Physics Inspired Inductive BiasCode0
Associative TransformerCode0
Modeling Context With Linear Attention for Scalable Document-Level TranslationCode0
Coloring the Blank Slate: Pre-training Imparts a Hierarchical Inductive Bias to Sequence-to-sequence ModelsCode0
Cognitive Simplification Operations Improve Text SimplificationCode0
Evaluating Relaxations of Logic for Neural Networks: A Comprehensive StudyCode0
A Contrastive Variational Graph Auto-Encoder for Node ClusteringCode0
Model-agnostic Measure of Generalization DifficultyCode0
ModLaNets: Learning Generalisable Dynamics via Modularity and Physical Inductive BiasCode0
NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature MapsCode0
Meta-Learning the Inductive Biases of Simple Neural CircuitsCode0
Meta-Learning with Warped Gradient DescentCode0
Measuring Inductive Biases of In-Context Learning with Underspecified DemonstrationsCode0
ES-GNN: Generalizing Graph Neural Networks Beyond Homophily with Edge SplittingCode0
Artificial Inductive Bias for Synthetic Tabular Data Generation in Data-Scarce ScenariosCode0
MGA: Medical generalist agent through text-guided knowledge transformationCode0
Maximum Roaming Multi-Task LearningCode0
CM-MLP: Cascade Multi-scale MLP with Axial Context Relation Encoder for Edge Segmentation of Medical ImageCode0
Maximum Total Correlation Reinforcement LearningCode0
Equivariant neural networks for inverse problemsCode0
MAP: Towards Balanced Generalization of IID and OOD through Model-Agnostic AdaptersCode0
Masked Latent Transformer with the Random Masking Ratio to Advance the Diagnosis of Dental FluorosisCode0
MissDAG: Causal Discovery in the Presence of Missing Data with Continuous Additive Noise ModelsCode0
Equivariance Discovery by Learned Parameter-SharingCode0
Are the Latent Representations of Foundation Models for Pathology Invariant to Rotation?Code0
LPGD: A General Framework for Backpropagation through Embedded Optimization LayersCode0
Making sense of sensory inputCode0
CG-TGAN: Conditional Generative Adversarial Networks with Graph Neural Networks for Tabular Data SynthesizingCode0
Equivariant Transduction through Invariant AlignmentCode0
EnigmaToM: Improve LLMs' Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity StatesCode0
Local Perception-Aware Transformer for Aerial TrackingCode0
Local Nonparametric Meta-LearningCode0
Logical Tasks for Measuring Extrapolation and Rule ComprehensionCode0
C-Disentanglement: Discovering Causally-Independent Generative Factors under an Inductive Bias of ConfounderCode0
Enhancing Cross-Modal Medical Image Segmentation through CompositionalityCode0
Miti-DETR: Object Detection based on Transformers with Mitigatory Self-Attention ConvergenceCode0
Minimum Class Confusion for Versatile Domain AdaptationCode0
End-to-End Supervised Multilabel Contrastive LearningCode0
Learning with Hyperspherical UniformityCode0
End-to-End Meta-Bayesian Optimisation with Transformer Neural ProcessesCode0
Learning Visual Dynamics Models of Rigid Objects using Relational Inductive BiasesCode0
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