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Inductive Bias

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Showing 1301–1350 of 1529 papers

TitleStatusHype
Improving Image Captioning with Better Use of CaptionsCode1
Neural Anisotropy DirectionsCode1
Categorical Normalizing Flows via Continuous TransformationsCode1
Maximum Roaming Multi-Task LearningCode0
Explanation-based Weakly-supervised Learning of Visual Relations with Graph NetworksCode1
Counterexample-Guided Learning of Monotonic Neural NetworksCode1
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds—0
Neural Networks Fail to Learn Periodic Functions and How to Fix ItCode1
How Interpretable and Trustworthy are GAMs?Code1
DNF-Net: A Neural Architecture for Tabular Data—0
Learning the geometry of wave-based imagingCode1
M2GRL: A Multi-task Multi-view Graph Representation Learning Framework for Web-scale Recommender SystemsCode1
Information-Theoretic Generalization Bounds for Meta-Learning and Applications—0
An Investigation of Why Overparameterization Exacerbates Spurious CorrelationsCode1
Phonetic and Visual Priors for Decipherment of Informal RomanizationCode0
ExpBERT: Representation Engineering with Natural Language ExplanationsCode1
Stolen Probability: A Structural Weakness of Neural Language ModelsCode0
Implementing Inductive bias for different navigation tasks through diverse RNN attrractors—0
Towards a Deep Network Architecture for Structured Smoothness—0
Global Relational Models of Source CodeCode1
Generalization of Two-layer Neural Networks: An Asymptotic Viewpoint—0
Multiplicative Interactions and Where to Find Them—0
Logic and the 2-Simplicial TransformerCode1
Multi-scale Transformer Language Models—0
Revisiting Unsupervised Relation ExtractionCode1
Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning—0
Variational Integrator Graph Networks for Learning Energy Conserving Dynamical SystemsCode0
Towards causal generative scene models via competition of experts—0
Learning the grammar of drug prescription: recurrent neural network grammars for medication information extraction in clinical texts—0
Orthogonal Over-Parameterized TrainingCode1
Syntax-driven Iterative Expansion Language Models for Controllable Text Generation—0
On Translation Invariance in CNNs: Convolutional Layers can Exploit Absolute Spatial LocationCode1
Learning to Encode Position for Transformer with Continuous Dynamical ModelCode1
Weight Priors for Learning Identity Relations—0
PushNet: Efficient and Adaptive Neural Message PassingCode0
NeurIPS 2019 Disentanglement Challenge: Improved Disentanglement through Learned Aggregation of Convolutional Feature MapsCode0
Embedding Hard Physical Constraints in Convolutional Neural Networks for 3D Turbulence—0
Generalizing Convolutional Neural Networks for Equivariance to Lie Groups on Arbitrary Continuous DataCode1
An Inductive Bias for Distances: Neural Nets that Respect the Triangle InequalityCode1
Graph Convolutional Gaussian Processes For Link Prediction—0
Local Nonparametric Meta-LearningCode0
Revisiting Spatial Invariance with Low-Rank Local Connectivity—0
Conditional Deep Gaussian Processes: multi-fidelity kernel learningCode0
Pseudo-Bidirectional Decoding for Local Sequence Transduction—0
On Learning Vehicle Detection in Satellite Video—0
Neural Arithmetic UnitsCode1
Does syntax need to grow on trees? Sources of hierarchical inductive bias in sequence-to-sequence networks—0
Multitask learning over graphs: An Approach for Distributed, Streaming Machine Learning—0
From Learning to Meta-Learning: Reduced Training Overhead and Complexity for Communication SystemsCode1
Student Specialization in Deep Rectified Networks With Finite Width and Input Dimension—0
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