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Inductive Bias

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Showing 276–300 of 1529 papers

TitleStatusHype
Schur's Positive-Definite Network: Deep Learning in the SPD cone with structure—0
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels—0
Benign overfitting in Fixed Dimension via Physics-Informed Learning with Smooth Inductive Bias—0
Expressivity and Generalization: Fragment-Biases for Molecular GNNs—0
Self-attention-based non-linear basis transformations for compact latent space modelling of dynamic optical fibre transmission matrices—0
Non-autoregressive Personalized Bundle Generation—0
Deep Implicit Optimization enables Robust Learnable Features for Deformable Image RegistrationCode1
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor ControlCode0
Physics-Informed Bayesian Optimization of Variational Quantum CircuitsCode0
Modular Growth of Hierarchical Networks: Efficient, General, and Robust Curriculum Learning—0
Building Hybrid B-Spline And Neural Network Operators—0
Small-E: Small Language Model with Linear Attention for Efficient Speech SynthesisCode2
Verbalized Machine Learning: Revisiting Machine Learning with Language Models—0
How Inductive Bias in Machine Learning Aligns with Optimality in Economic Dynamics—0
Your Causal Self-Attentive Recommender Hosts a Lonely NeighborhoodCode0
Enhancing Dynamic CT Image Reconstruction with Neural Fields and Optical Flow—0
Correlation-aware Coarse-to-fine MLPs for Deformable Medical Image RegistrationCode2
Bayesian Uncertainty Quantification for Anaerobic Digestion models—0
Learning 3D Robotics Perception using Inductive Priors—0
Sequence-Augmented SE(3)-Flow Matching For Conditional Protein Backbone GenerationCode3
Learning Latent Graph Structures and their UncertaintyCode0
XTrack: Multimodal Training Boosts RGB-X Video Object TrackersCode2
Benchmarking General-Purpose In-Context Learning—0
Differentiable Cluster Graph Neural Network—0
MLPs Learn In-Context on Regression and Classification TasksCode1
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