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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

1
20
220
477
4,652
9,258
2000
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Papers (including subtopics)

On Q-learning Convergence for Non-Markov Decision Processes IJCAI 2018 On the Automatic Generation of Medical Imaging Reports ACL 2018 On the challenges of learning with inference networks on sparse, high-dimensional data AISTATS 2018 On the Efficiency of Data Collection for Crowdsourced Classification IJCAI 2018 On the Impact of Various Types of Noise on Neural Machine Translation ACL 2018 On the Importance of Label Quality for Semantic Segmentation CVPR 2018 On the Limitations of First-Order Approximation in GAN Dynamics ICML 2018 On the Limitations of Unsupervised Bilingual Dictionary Induction ACL 2018 On the Relationship between Data Efficiency and Error for Uncertainty Sampling ICML 2018 On Training and Evaluation of Grapheme-to-Phoneme Mappings with Limited Data Interspeech 2018 On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach IJCAI 2018 Open-Domain Event Detection using Distant Supervision COLING 2018 Open Loop Execution of Tree-Search Algorithms IJCAI 2018 Open problem: Improper learning of mixtures of Gaussians COLT 2018 Optimal Cooperative Inference AISTATS 2018 Optimization over Continuous and Multi-dimensional Decisions with Observational Data NeurIPS 2018 Oral-Motor and Lexical Diversity During Naturalistic Conversations in Adults with Autism Spectrum Disorder NAACL 2018 Organizing Experience: a Deeper Look at Replay Mechanisms for Sample-Based Planning in Continuous State Domains IJCAI 2018 Orthogonal Matching Pursuit for Text Classification EMNLP 2018 Out-of-Distribution Detection using Multiple Semantic Label Representations NeurIPS 2018 Out-of-domain Detection based on Generative Adversarial Network EMNLP 2018 Overcoming Catastrophic Forgetting with Hard Attention to the Task ICML 2018 Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation ICLR 2018 Overcoming Language Priors in Visual Question Answering with Adversarial Regularization NeurIPS 2018 Overview of the 2018 Spoken CALL Shared Task Interspeech 2018