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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)

Semi-supervised Feature Selection via Rescaled Linear Regression IJCAI 2017 Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks CoRL 2017 Semi-Supervised Learning for Optical Flow with Generative Adversarial Networks NeurIPS 2017 Semi-Supervised Learning for Surface EMG-based Gesture Recognition IJCAI 2017 Semi-Supervised Learning of a Pronunciation Dictionary from Disjoint Phonemic Transcripts and Text Interspeech 2017 Semi-supervised Learning over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks IJCAI 2017 Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference NeurIPS 2017 Semi-Supervised Learning with Semantic Knowledge Extraction for Improved Speech Recognition in Air Traffic Control Interspeech 2017 Semi-supervised Max-margin Topic Model with Manifold Posterior Regularization IJCAI 2017 Semi-supervised Multitask Learning for Sequence Labeling ACL 2017 Semi-supervised Orthogonal Graph Embedding with Recursive Projections IJCAI 2017 Semi-Supervised QA with Generative Domain-Adaptive Nets ACL 2017 Semi-supervised sequence tagging with bidirectional language models ACL 2017 Semi-supervised Structured Prediction with Neural CRF Autoencoder EMNLP 2017 Sentence Alignment Methods for Improving Text Simplification Systems ACL 2017 Sentence Simplification with Deep Reinforcement Learning EMNLP 2017 SentiHeros at SemEval-2017 Task 5: An application of Sentiment Analysis on Financial Tweets SemEval 2017 SentiME++ at SemEval-2017 Task 4: Stacking State-of-the-Art Classifiers to Enhance Sentiment Classification SemEval 2017 Sentiment Intensity Ranking among Adjectives Using Sentiment Bearing Word Embeddings EMNLP 2017 Sentiment Lexicon Construction with Representation Learning Based on Hierarchical Sentiment Supervision EMNLP 2017 Sentiment Lexicon Expansion Based on Neural PU Learning, Double Dictionary Lookup, and Polarity Association EMNLP 2017 Sequence Prediction with Unlabeled Data by Reward Function Learning IJCAI 2017 Sequence to Sequence Modeling for User Simulation in Dialog Systems Interspeech 2017 Sequence-to-Sequence Voice Conversion with Similarity Metric Learned Using Generative Adversarial Networks Interspeech 2017 Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control ICML 2017