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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)

Self-supervised Label Augmentation via Input Transformations ICML 2020 Self-Supervised Learning by Cross-Modal Audio-Video Clustering NeurIPS 2020 Self-Supervised Learning for Generalizable Out-of-Distribution Detection AAAI 2020 Self-Supervised Learning for Pairwise Data Refinement AACL 2020 Self-Supervised Learning of Appliance Usage ICLR 2020 Self-Supervised Learning of Interpretable Keypoints From Unlabelled Videos CVPR 2020 Self-Supervised Learning of Pretext-Invariant Representations CVPR 2020 Self-Supervised Learning of Scene-Graph Representations for Robotic Sequential Manipulation Planning CoRL 2020 Self-Supervised Learning of Video-Induced Visual Invariances CVPR 2020 Self-supervised learning through the eyes of a child NeurIPS 2020 Self-Supervised Localisation between Range Sensors and Overhead Imagery RSS 2020 Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020 Self-supervised Monocular Depth and Visual Odometry Learning with Scale-consistent Geometric Constraints IJCAI 2020 Self-Supervised Monocular Scene Flow Estimation CVPR 2020 Self-Supervised Monocular Trained Depth Estimation Using Self-Attention and Discrete Disparity Volume CVPR 2020 Self-Supervised MultiModal Versatile Networks NeurIPS 2020 Self-Supervised Object-in-Gripper Segmentation from Robotic Motions CoRL 2020 Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection Interspeech 2020 Self-Supervised Pretraining with DICOM metadata in Ultrasound Imaging MLHC 2020 Self-Supervised Relational Reasoning for Representation Learning NeurIPS 2020 Self-Supervised Relationship Probing NeurIPS 2020 Self-Supervised Representations Improve End-to-End Speech Translation Interspeech 2020 Self-Supervised Scene De-Occlusion CVPR 2020 Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract) AAAI 2020 Self-Supervised Spoofing Audio Detection Scheme Interspeech 2020