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

Leveraging Diverse Lexical Chains to Construct Essays for Chinese College Entrance Examination IJCNLP 2017 Leveraging Human Knowledge in Tabular Reinforcement Learning: A Study of Human Subjects IJCAI 2017 Leveraging Union of Subspace Structure to Improve Constrained Clustering ICML 2017 Lexical Adaptation to a Novel Accent in German: A Comparison Between German, Swedish, and Finnish Listeners Interspeech 2017 Lexicalized Reordering for Left-to-Right Hierarchical Phrase-based Translation EACL 2017 Lifelong Learning CRF for Supervised Aspect Extraction ACL 2017 Lifelong Learning in Costly Feature Spaces ALT 2017 LightGBM: A Highly Efficient Gradient Boosting Decision Tree NeurIPS 2017 Lightly-Supervised Modeling of Argument Persuasiveness IJCNLP 2017 Limits of End-to-End Learning ACML 2017 LIMSI@CoNLL’17: UD Shared Task CoNLL 2017 Linear Manifold Regularization with Adaptive Graph for Semi-supervised Dimensionality Reduction IJCAI 2017 Linguistically Regularized LSTM for Sentiment Classification ACL 2017 Linking Image and Text With 2-Way Nets CVPR 2017 Link the Head to the "Beak": Zero Shot Learning From Noisy Text Description at Part Precision CVPR 2017 Lipschitz Density-Ratios, Structured Data, and Data-driven Tuning AISTATS 2017 Literal or idiomatic? Identifying the reading of single occurrences of German multiword expressions using word embeddings EACL 2017 Local algorithms for interactive clustering JMLR 2017 Local Group Invariant Representations via Orbit Embeddings AISTATS 2017 Locality Adaptive Discriminant Analysis IJCAI 2017 Log-normality and Skewness of Estimated State/Action Values in Reinforcement Learning NeurIPS 2017 Look Into Person: Self-Supervised Structure-Sensitive Learning and a New Benchmark for Human Parsing CVPR 2017 Lower Bounds on Active Learning for Graphical Model Selection AISTATS 2017 Lower bounds on the robustness to adversarial perturbations NeurIPS 2017 Low-Resource Named Entity Recognition with Cross-lingual, Character-Level Neural Conditional Random Fields IJCNLP 2017