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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)

Multi-modal Multi-label Emotion Recognition with Heterogeneous Hierarchical Message Passing AAAI 2021 Multimodal Prototypical Networks for Few-Shot Learning WACV 2021 Multi-modal Retrieval of Tables and Texts Using Tri-encoder Models EMNLP 2021 Multimodal Speech Summarization Through Semantic Concept Learning Interspeech 2021 Multimodal Text Style Transfer for Outdoor Vision-and-Language Navigation EACL 2021 Multi-Modal Trajectory Prediction of NBA Players WACV 2021 Multimodal Trajectory Predictions for Autonomous Driving Without a Detailed Prior Map WACV 2021 Multinomial Logit Contextual Bandits: Provable Optimality and Practicality AAAI 2021 Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021 Multi-Objective Meta Learning NeurIPS 2021 Multi-Objective Reinforcement Learning for Designing Ethical Environments IJCAI 2021 Multi-Objective Submodular Maximization by Regret Ratio Minimization with Theoretical Guarantee AAAI 2021 MultiOpEd: A Corpus of Multi-Perspective News Editorials NAACL 2021 Multiplayer Bandit Learning, from Competition to Cooperation COLT 2021 Multiple Instance Active Learning for Object Detection CVPR 2021 Multiple Kernel Clustering with Kernel k-Means Coupled Graph Tensor Learning AAAI 2021 Multiple Object Tracking With Correlation Learning CVPR 2021 Multiple Pairwise Ranking Networks for Personalized Video Summarization ICCV 2021 Multiple Softmax Architecture for Streaming Multilingual End-to-End ASR Systems Interspeech 2021 Multiple Tasks Integration: Tagging, Syntactic and Semantic Parsing as a Single Task EACL 2021 Multiresolution Knowledge Distillation for Anomaly Detection CVPR 2021 Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021 Multi-Scale Games: Representing and Solving Games on Networks with Group Structure AAAI 2021 Multiscale Score Matching for Out-of-Distribution Detection ICLR 2021 Multi-Scale Selective Feedback Network with Dual Loss for Real Image Denoising IJCAI 2021