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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

Comprehensive Attention Self-Distillation for Weakly-Supervised Object Detection NIPS 2020
Deep learning versus kernel learning: an empirical study of loss landscape geometry and the time evolution of the Neural Tangent Kernel NIPS 2020
An analytic theory of shallow networks dynamics for hinge loss classification NIPS 2020
Object-Guided Instance Segmentation for Biological Images AAAI 2020
FIND: Human-in-the-Loop Debugging Deep Text Classifiers EMNLP 2020
Learning Semantic-aware Normalization for Generative Adversarial Networks NIPS 2020
Boosting Adversarial Training with Hypersphere Embedding NIPS 2020
Hold me tight! Influence of discriminative features on deep network boundaries NIPS 2020
Learning Diverse and Discriminative Representations via the Principle of Maximal Coding Rate Reduction NIPS 2020
Hierarchical Multi-Scale Gaussian Transformer for Stock Movement Prediction IJCAI 2020
Augmenting Generative Adversarial Networks for Speech Emotion Recognition INTERSPEECH 2020
DessiLBI: Exploring Structural Sparsity of Deep Networks via Differential Inclusion Paths ICML 2020
Abstraction Mechanisms Predict Generalization in Deep Neural Networks ICML 2020
Can a CNN Automatically Learn the Significance of Minutiae Points for Fingerprint Matching? WACV 2020
SelectScale: Mining More Patterns from Images via Selective and Soft Dropout IJCAI 2020
Learning Saliency-Free Model with Generic Features for Weakly-Supervised Semantic Segmentation AAAI 2020
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling AAAI 2020
ADNet: Adaptively Dense Convolutional Neural Networks WACV 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020
Filtration and Distillation: Enhancing Region Attention for Fine-Grained Visual Categorization AAAI 2020
Multi-Label Classification with Label Graph Superimposing AAAI 2020
Biased Feature Learning for Occlusion Invariant Face Recognition IJCAI 2020
Global-Local GCN: Large-Scale Label Noise Cleansing for Face Recognition CVPR 2020
Data Uncertainty Learning in Face Recognition CVPR 2020
Same Features, Different Day: Weakly Supervised Feature Learning for Seasonal Invariance CVPR 2020