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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

The Self-Normalized Estimator for Counterfactual Learning NIPS 2015
Fast Distributed k-Center Clustering with Outliers on Massive Data NIPS 2015
Efficient Output Kernel Learning for Multiple Tasks NIPS 2015
Unsupervised Learning by Program Synthesis NIPS 2015
Deep Knowledge Tracing NIPS 2015
Bidirectional Recurrent Neural Networks as Generative Models NIPS 2015
Reactive bandits with attitude AISTATS 2015
WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015
Efficient Representations for Lifelong Learning and Autoencoding COLT 2015
Online PCA with Spectral Bounds COLT 2015
Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos CVPR 2015
Attributes and Categories for Generic Instance Search From One Example CVPR 2015
Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015
A Mixed Bag of Emotions: Model, Predict, and Transfer Emotion Distributions CVPR 2015
Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015
Learning Semantic Relationships for Better Action Retrieval in Images CVPR 2015
Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015
Learning a Non-Linear Knowledge Transfer Model for Cross-View Action Recognition CVPR 2015
Completing 3D Object Shape From One Depth Image CVPR 2015
Image Segmentation in Twenty Questions CVPR 2015
Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015
Efficient Label Collection for Unlabeled Image Datasets CVPR 2015
Deep Domain Adaptation for Describing People Based on Fine-Grained Clothing Attributes CVPR 2015
Jointly Learning Heterogeneous Features for RGB-D Activity Recognition CVPR 2015
Pose Induction for Novel Object Categories ICCV 2015