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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-crowdsourced Clustering with Deep Generative Models NeurIPS 2018 Semidefinite relaxations for certifying robustness to adversarial examples NeurIPS 2018 Semiparametric Contextual Bandits ICML 2018 Semi-supervised and Active-learning Scenarios: Efficient Acoustic Model Refinement for a Low Resource Indian Language Interspeech 2018 Semi-supervised Cross-domain Visual Feature Learning for Audio-Visual Broadcast Speech Transcription Interspeech 2018 Semi-supervised Deep Kernel Learning: Regression with Unlabeled Data by Minimizing Predictive Variance NeurIPS 2018 Semi-Supervised Disfluency Detection COLING 2018 Semi-Supervised End-to-End Speech Recognition Interspeech 2018 Semi-Supervised Event Extraction with Paraphrase Clusters NAACL 2018 Semi-supervised Learning for Information Extraction from Dialogue Interspeech 2018 Semi-Supervised Learning for Neural Keyphrase Generation EMNLP 2018 Semi-Supervised Learning on Data Streams via Temporal Label Propagation ICML 2018 Semi-Supervised Learning via Compact Latent Space Clustering ICML 2018 Semi-Supervised Learning with Auxiliary Evaluation Component for Large Scale e-Commerce Text Classification ACL 2018 Semi-Supervised Learning with Competitive Infection Models AISTATS 2018 Semi-Supervised Learning with Declaratively Specified Entropy Constraints NeurIPS 2018 Semi-Supervised Lexicon Learning for Wide-Coverage Semantic Parsing COLING 2018 Semi-Supervised Multi-Modal Learning with Incomplete Modalities IJCAI 2018 Semi-Supervised Neural System for Tagging, Parsing and Lematization CoNLL 2018 Semi-Supervised Optimal Margin Distribution Machines IJCAI 2018 Semi-Supervised Optimal Transport for Heterogeneous Domain Adaptation IJCAI 2018 Semi-Supervised Prediction-Constrained Topic Models AISTATS 2018 Semi-Supervised Sequence Modeling with Cross-View Training EMNLP 2018 Semi-supervised User Geolocation via Graph Convolutional Networks ACL 2018 Sense-Aware Neural Models for Pun Location in Texts ACL 2018