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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)

Emotion Classification by Jointly Learning to Lexiconize and Classify COLING 2020 Emotion Profile Refinery for Speech Emotion Classification Interspeech 2020 EmpDG: Multi-resolution Interactive Empathetic Dialogue Generation COLING 2020 EMPIR: Ensembles of Mixed Precision Deep Networks for Increased Robustness Against Adversarial Attacks ICLR 2020 Empirical Likelihood for Contextual Bandits NeurIPS 2020 Empirical Study of the Benefits of Overparameterization in Learning Latent Variable Models ICML 2020 Empowering Active Learning to Jointly Optimize System and User Demands ACL 2020 EMSContExt: EMS Protocol-Driven Concept Extraction for Cognitive Assistance in Emergency Response AAAI 2020 EnAsCorp1.0: English-Assamese Corpus AACL 2020 Encoder-Decoder Models Can Benefit from Pre-trained Masked Language Models in Grammatical Error Correction ACL 2020 Encoding Physical Constraints in Differentiable Newton-Euler Algorithm L4DC 2020 End-to-End Adversarial-Attention Network for Multi-Modal Clustering CVPR 2020 End-to-End Argumentation Knowledge Graph Construction AAAI 2020 End-to-End Bias Mitigation by Modelling Biases in Corpora ACL 2020 End-to-End Bootstrapping Neural Network for Entity Set Expansion AAAI 2020 End-to-End Camera Calibration for Broadcast Videos CVPR 2020 End-to-End Domain-Adversarial Voice Activity Detection Interspeech 2020 End-to-End Emotion-Cause Pair Extraction based on Sliding Window Multi-Label Learning EMNLP 2020 End-to-End Game-Focused Learning of Adversary Behavior in Security Games AAAI 2020 End-to-End Learning and Intervention in Games NeurIPS 2020 End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020 End-to-End Model-Free Reinforcement Learning for Urban Driving Using Implicit Affordances CVPR 2020 End-to-End Neural Transformer Based Spoken Language Understanding Interspeech 2020 End-to-End Neural Word Alignment Outperforms GIZA++ ACL 2020 End-to-End Speech Emotion Recognition Combined with Acoustic-to-Word ASR Model Interspeech 2020