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Learning Types

56,253 papers (3 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Self-Supervised Learning (8,965) Adversarial Learning (5,204) Unsupervised Learning (4,874) Transfer Learning (4,808) Weakly Supervised Learning (3,938) Contrastive Learning (3,748) Zero-Shot Learning (3,130) Semi-Supervised Learning (3,128) Reinforcement Learning (3,118) Multi-Task Learning (2,556) Evaluation (2,164) Continual Learning (2,107) Active Learning (1,983) Few-Shot Learning (1,840) Deep Learning (1,404) Online Learning (1,360) Multi-Armed Bandits (1,327) Multimodal Learning (1,289) Supervised Learning (986) Multi-Agent Systems (813) Uncertainty Quantification (805) Causal Inference (636) Robustness (576) Retrieval-Augmented Generation (565) Fine-Tuning (490) Ensemble Learning (482) In-Context Learning (439) Multi-Label Classification (430) Imitation Learning (387) Prompt Engineering (270) Multi-Lingual Learning (269) Distribution Shift (264) Reinforcement Learning from Human Feedback (209) Regularization (207) Exploration-Exploitation (203) Generative Models (200) Multi-Objective Optimization (185) Out-of-Distribution Detection (176) Sparse Learning (165) Sampling (150) Preference Learning (136) Offline Reinforcement Learning (130) Multi-Label Learning (128) Markov Decision Process (127) Neural Architecture Search (122) Multi-Instance Learning (121) Multi-View Learning (117) Robust Learning (110) Generative Model (110) Time Series (108) Large Language Models (104) Exploration (103) Hyperparameter Optimization (99) Machine Unlearning (95) Imbalanced Learning (93) Machine Translation (93) Multi-Class Classification (85) Differential Privacy (82) Time Series Analysis (71) Reasoning (70) Calibration (67) Structure Learning (66) Physics-Informed Learning (62) Class Imbalance (58) Model-Based RL (55) Interactive Learning (55) Multi-Domain Learning (47) Inverse Reinforcement Learning (46) Crowdsourcing (40) Off-Policy Learning (38) Label Noise (38) Noisy Label Learning (35) Offline RL (32) Attention (32) Evolutionary Algorithm (32) Decision Making (31) Policy Learning (30) Personalization (28) Low-Resource Learning (26) Collaborative Filtering (25) Self-Training (24) Sequential Modeling (24) Parameter Estimation (23) Survival Analysis (21) Machine Learning (20) Parameter-Efficient Fine-Tuning (20) Synthetic Data Generation (20) Annotation (18) Symbolic Regression (18) AutoML (16) Security (15) Multi-Source Learning (13) Distant Supervision (13) Text Generation (11) Distributional Reinforcement Learning (9) Sentiment Analysis (9) Multi-Hop Reasoning (9) Language Modeling (9) Code Generation (8) Multi-Object Tracking (8) Natural Language Inference (7) Chain-of-Thought (6) Question Answering (5)

Papers per year

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20
220
477
4,652
9,258
2000
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Papers (including subtopics)

Unsupervised Learning of Spoken Language with Visual Context NeurIPS 2016 Unsupervised Risk Estimation Using Only Conditional Independence Structure NeurIPS 2016 Unsupervised Stress Information Labeling Using Gaussian Process Latent Variable Model for Statistical Speech Synthesis Interspeech 2016 User Classification with Multiple Textual Perspectives COLING 2016 Using Self-Contradiction to Learn Confidence Measures in Stereo Vision CVPR 2016 Using Spatial Order to Boost the Elimination of Incorrect Feature Matches CVPR 2016 Variational Autoencoder for Deep Learning of Images, Labels and Captions NeurIPS 2016 Virtual Adversarial Training Applied to Neural Higher-Order Factors for Phone Classification Interspeech 2016 Visual Path Prediction in Complex Scenes With Crowded Moving Objects CVPR 2016 Volumetric Spanners: An Efficient Exploration Basis for Learning JMLR 2016 WarpNet: Weakly Supervised Matching for Single-View Reconstruction CVPR 2016 Weakly Supervised Deep Detection Networks CVPR 2016 Weakly Supervised Object Boundaries CVPR 2016 Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR 2016 Weakly-supervised text-to-speech alignment confidence measure COLING 2016 Web Data Selection Based on Word Embedding for Low-Resource Speech Recognition Interspeech 2016 We Don't Need No Bounding-Boxes: Training Object Class Detectors Using Only Human Verification CVPR 2016 WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016 You Lead, We Exceed: Labor-Free Video Concept Learning by Jointly Exploiting Web Videos and Images CVPR 2016 Zero-resource Dependency Parsing: Boosting Delexicalized Cross-lingual Transfer with Linguistic Knowledge COLING 2016 Zero-Shot Learning via Joint Latent Similarity Embedding CVPR 2016 Accelerated Online Low Rank Tensor Learning for Multivariate Spatiotemporal Streams ICML 2015 A Chaining Algorithm for Online Nonparametric Regression COLT 2015 Achieving All with No Parameters: AdaNormalHedge COLT 2015 A Compression Technique for Analyzing Disagreement-Based Active Learning JMLR 2015