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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-Parametric Efficient Policy Learning with Continuous Actions NeurIPS 2019 Semi-Parametric Sampling for Stochastic Bandits with Many Arms AAAI 2019 Semi-Supervised Acoustic Model Training for Five-Lingual Code-Switched ASR Interspeech 2019 Semi-Supervised Audio Classification with Consistency-Based Regularization Interspeech 2019 Semi-Supervised Bootstrapping of Dialogue State Trackers for Task-Oriented Modelling EMNLP 2019 Semi-supervised clustering for de-duplication AISTATS 2019 Semi-supervised Domain Adaptation for Dependency Parsing ACL 2019 Semi-Supervised Domain Adaptation via Minimax Entropy ICCV 2019 Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019 Semi-Supervised Feature Selection with Adaptive Discriminant Analysis AAAI 2019 Semi-Supervised Learning by Augmented Distribution Alignment ICCV 2019 Semi-Supervised Learning for Electron Microscopy Image Segmentation AAAI 2019 Semi-Supervised Learning of Decision-Making Models for Human-Robot Collaboration CoRL 2019 Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019 Semi-supervisedly Co-embedding Attributed Networks NeurIPS 2019 Semi-Supervised Monocular 3D Face Reconstruction With End-to-End Shape-Preserved Domain Transfer ICCV 2019 Semi-Supervised Pedestrian Instance Synthesis and Detection With Mutual Reinforcement ICCV 2019 Semi-Supervised Prosody Modeling Using Deep Gaussian Process Latent Variable Model Interspeech 2019 Semi-Supervised Semantic Role Labeling with Cross-View Training EMNLP 2019 Semi-Supervised Sequence-to-Sequence ASR Using Unpaired Speech and Text Interspeech 2019 Semi-Supervised Skin Detection by Network With Mutual Guidance ICCV 2019 Semi-supervised Stochastic Multi-Domain Learning using Variational Inference ACL 2019 Semi-Supervised Teacher-Student Architecture for Relation Extraction NAACL 2019 Semi-supervised Three-dimensional Reconstruction Framework with GAN IJCAI 2019 Semi-Supervised Transfer Learning for Image Rain Removal CVPR 2019