feature learning

1309 papers

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Co-occurring keywords

representation learning (6174) convolutional neural network (4216) neural network (6616) image classification (1943) unsupervised learning (3255) domain adaptation (4578) object detection (2759) transfer learning (5442) self-supervised learning (3751) deep learning (2111)

Papers

ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition IJCAI 2024

Sequential Signal Mixing Aggregation for Message Passing Graph Neural Networks NIPS 2024

MatchDet: A Collaborative Framework for Image Matching and Object Detection AAAI 2024

Guiding Neural Collapse: Optimising Towards the Nearest Simplex Equiangular Tight Frame NIPS 2024

Domain Generalization With Correlated Style Uncertainty WACV 2024

OVeNet: Offset Vector Network for Semantic Segmentation WACV 2024

Operator-Learning-Inspired Modeling of Neural Ordinary Differential Equations AAAI 2024

How Two-Layer Neural Networks Learn, One (Giant) Step at a Time JMLR 2024

Does Large Language Model Contain Task-Specific Neurons? EMNLP 2024

Regression Residual Reasoning with Pseudo-labeled Contrastive Learning for Uncovering Multiple Complex Compositional Relations IJCAI 2024

ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning IJCAI 2024

Orthogonal Gradient Boosting for Simpler Additive Rule Ensembles AISTATS 2024

Interpretable Mesomorphic Networks for Tabular Data NIPS 2024

Debiasing, Calibrating, and Improving Semi-Supervised Learning Performance via Simple Ensemble Projector WACV 2024

How does Gradient Descent Learn Features --- A Local Analysis for Regularized Two-Layer Neural Networks NIPS 2024

Transformer Doctor: Diagnosing and Treating Vision Transformers NIPS 2024

Harnessing Edge Information for Improved Robustness in Vision Transformers AAAI 2024

Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search AAAI 2024

Affine Equivariant Networks Based on Differential Invariants CVPR 2024

Memorization With Neural Nets: Going Beyond the Worst Case JMLR 2024

Spectral Evolution and Invariance in Linear-width Neural Networks NIPS 2023

Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond NIPS 2023

Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023

ProtoSeg: Interpretable Semantic Segmentation With Prototypical Parts WACV 2023

SAFL-Net: Semantic-Agnostic Feature Learning Network with Auxiliary Plugins for Image Manipulation Detection ICCV 2023