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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

NeuroX Library for Neuron Analysis of Deep NLP Models ACL 2023
Predicting Human Translation Difficulty Using Automatic Word Alignment ACL 2023
Multiscale Tensor Decomposition and Rendering Equation Encoding for View Synthesis CVPR 2023
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision ICCV 2023
Cooperative and Adversarial Learning: Co-enhancing Discriminability and Transferability in Domain Adaptation AAAI 2023
Exploring How Generative Adversarial Networks Learn Phonological Representations ACL 2023
Explaining Image Classifiers With Multiscale Directional Image Representation CVPR 2023
Mitigating Bias: Enhancing Image Classification by Improving Model Explanations ACML 2023
Two-Way Multi-Label Loss CVPR 2023
Feature learning in deep classifiers through Intermediate Neural Collapse ICML 2023
Going Beyond Linear Mode Connectivity: The Layerwise Linear Feature Connectivity NIPS 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023
Feature learning via mean-field Langevin dynamics: classifying sparse parities and beyond NIPS 2023
Spectral Evolution and Invariance in Linear-width Neural Networks NIPS 2023
Provable Guarantees for Nonlinear Feature Learning in Three-Layer Neural Networks NIPS 2023
On Single-Index Models beyond Gaussian Data NIPS 2023
Dynamics of Finite Width Kernel and Prediction Fluctuations in Mean Field Neural Networks NIPS 2023
FSI: Frequency and Spatial Interactive Learning for Image Restoration in Under-Display Cameras ICCV 2023
Simplicity Bias in 1-Hidden Layer Neural Networks NIPS 2023
Recovering the Graph Underlying Networked Dynamical Systems under Partial Observability: A Deep Learning Approach AAAI 2023
Hiding Data Helps: On the Benefits of Masking for Sparse Coding ICML 2023
Provable Pathways: Learning Multiple Tasks over Multiple Paths AAAI 2023
infoVerse: A Universal Framework for Dataset Characterization with Multidimensional Meta-information ACL 2023
Shape-Erased Feature Learning for Visible-Infrared Person Re-Identification CVPR 2023