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Inductive Bias

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Showing 951–975 of 1529 papers

TitleStatusHype
Relating graph auto-encoders to linear models—0
Instance-Dependent Generalization Bounds via Optimal Transport—0
When Do We Need Graph Neural Networks for Node Classification?—0
Automated analysis of diabetic retinopathy using vessel segmentation maps as inductive bias—0
Introducing topography in convolutional neural networksCode0
IB-U-Nets: Improving medical image segmentation tasks with 3D Inductive Biased kernelsCode0
Multi-Viewpoint and Multi-Evaluation with Felicitous Inductive Bias Boost Machine Abstract Reasoning AbilityCode0
TabMixer: Excavating Label Distribution Learning with Small-scale Features—0
A PAC-Bayesian Generalization Bound for Equivariant Networks—0
NeuroCounterfactuals: Beyond Minimal-Edit Counterfactuals for Richer Data AugmentationCode0
The Devil is in the Conflict: Disentangled Information Graph Neural Networks for Fraud Detection—0
Bayesian Convolutional Deep Sets with Task-Dependent Stationary Prior—0
Large-scale learning of generalised representations for speaker recognition—0
A Dimension-Augmented Physics-Informed Neural Network (DaPINN) with High Level Accuracy and Efficiency—0
Disentangling the Predictive Variance of Deep Ensembles through the Neural Tangent Kernel—0
Modeling Context With Linear Attention for Scalable Document-Level TranslationCode0
Equi-Tuning: Group Equivariant Fine-Tuning of Pretrained Models—0
Learning Physical Dynamics with Subequivariant Graph Neural Networks—0
Vision Transformers provably learn spatial structure—0
Fast Estimation of Bayesian State Space Models Using Amortized Simulation-Based Inference—0
A Generalist Framework for Panoptic Segmentation of Images and Videos—0
S4ND: Modeling Images and Videos as Multidimensional Signals Using State Spaces—0
Fast-ParC: Capturing Position Aware Global Feature for ConvNets and ViTs—0
Small Character Models Match Large Word Models for Autocomplete Under Memory ConstraintsCode0
Towards Flexible Inductive Bias via Progressive Reparameterization Scheduling—0
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