← Core Methods
Machine Learning › Core Methods ›

Feature Learning

817 directly classified papers

Papers per year

Papers

Neural Collapse To Multiple Centers For Imbalanced Data NIPS 2024
Decomposing Global Feature Effects Based on Feature Interactions JMLR 2024
Learning symmetries via weight-sharing with doubly stochastic tensors NIPS 2024
PHG-Net: Persistent Homology Guided Medical Image Classification WACV 2024
ProxyFusion: Face Feature Aggregation Through Sparse Experts NIPS 2024
Scalable Higher-Order Tensor Product Spline Models AISTATS 2024
Pinealai_StressIdent_LT-EDI@EACL2024: Minimal configurations for Stress Identification in Tamil and Telugu EACL 2024
Pruning is Optimal for Learning Sparse Features in High-Dimensions COLT 2024
Supervised Feature Selection via Ensemble Gradient Information from Sparse Neural Networks AISTATS 2024
How to Overcome Curse-of-Dimensionality for Out-of-Distribution Detection? AAAI 2024
Learning GAI-Decomposable Utility Models for Multiattribute Decision Making AAAI 2024
Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NIPS 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024
Affine Equivariant Networks Based on Differential Invariants CVPR 2024
Learning from Teaching Regularization: Generalizable Correlations Should be Easy to Imitate NIPS 2024
KPConvX: Modernizing Kernel Point Convolution with Kernel Attention CVPR 2024
DNNLasso: Scalable Graph Learning for Matrix-Variate Data AISTATS 2024
Modeling Selective Feature Attention for Lightweight Text Matching IJCAI 2024
Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification AAAI 2024
Data Distribution Valuation NIPS 2024
ColorPCR: Color Point Cloud Registration with Multi-Stage Geometric-Color Fusion CVPR 2024
Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024
Exploiting Representation Curvature for Boundary Detection in Time Series NIPS 2024
Structural Entropy Based Graph Structure Learning for Node Classification AAAI 2024
Linguistic-Aware Patch Slimming Framework for Fine-grained Cross-Modal Alignment CVPR 2024