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Inductive Bias

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TitleStatusHype
Group-invariant tensor train networks for supervised learning—0
GTA: Guided Transfer of Spatial Attention from Object-Centric Representations—0
GvT: A Graph-based Vision Transformer with Talking-Heads Utilizing Sparsity, Trained from Scratch on Small Datasets—0
Hamiltonian GAN—0
Handling geometrical variability in nonlinear reduced order modeling through Continuous Geometry-Aware DL-ROMs—0
Hardwiring ViT Patch Selectivity into CNNs using Patch Mixing—0
Harmonic (Quantum) Neural Networks—0
Harnessing The Power of Attention For Patch-Based Biomedical Image Classification—0
HDT: Hierarchical Document Transformer—0
Hidden Synergy: L_1 Weight Normalization and 1-Path-Norm Regularization—0
Hierachial Protein Function Prediction with Tails-GNNs—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Hierarchical Compact Clustering Attention (COCA) for Unsupervised Object-Centric Learning—0
Hierarchical Spatiotemporal Transformers for Video Object Segmentation—0
High Fidelity Video Prediction with Large Stochastic Recurrent Neural Networks—0
How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation—0
How Gradient Descent Separates Data with Neural Collapse: A Layer-Peeled Perspective—0
How Inductive Bias in Machine Learning Aligns with Optimality in Economic Dynamics—0
How to deal with missing data in supervised deep learning?—0
How to Learn and Generalize From Three Minutes of Data: Physics-Constrained and Uncertainty-Aware Neural Stochastic Differential Equations—0
Hyperbolic Convolutional Neural Networks—0
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach—0
Hyperbolic Residual Quantization: Discrete Representations for Data with Latent Hierarchies—0
HyperInvariances: Amortizing Invariance Learning—0
RICo: Refined In-Context Contribution for Automatic Instruction-Tuning Data Selection—0
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