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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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2000
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Papers (including subtopics)

Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! CoNLL 2018 SentiGAN: Generating Sentimental Texts via Mixture Adversarial Networks IJCAI 2018 Sentiment Adaptive End-to-End Dialog Systems ACL 2018 Sentiment Analysis: It’s Complicated! NAACL 2018 Sentiment Analysis using Imperfect Views from Spoken Language and Acoustic Modalities ACL 2018 Seq2Seq2Sentiment: Multimodal Sequence to Sequence Models for Sentiment Analysis ACL 2018 Sequence-to-Sequence Language Grounding of Non-Markovian Task Specifications RSS 2018 Sequential Attend, Infer, Repeat: Generative Modelling of Moving Objects NeurIPS 2018 Sequential Test for the Lowest Mean: From Thompson to Murphy Sampling NeurIPS 2018 SetExpander: End-to-end Term Set Expansion Based on Multi-Context Term Embeddings COLING 2018 SGAN: An Alternative Training of Generative Adversarial Networks CVPR 2018 SHAPED: Shared-Private Encoder-Decoder for Text Style Adaptation NAACL 2018 Shared Autonomy via Deep Reinforcement Learning RSS 2018 Siamese Recurrent Auto-Encoder Representation for Query-by-Example Spoken Term Detection Interspeech 2018 Similar but not the Same: Word Sense Disambiguation Improves Event Detection via Neural Representation Matching EMNLP 2018 Simple and Effective Semi-Supervised Question Answering NAACL 2018 Simple Neologism Based Domain Independent Models to Predict Year of Authorship COLING 2018 Simple random search of static linear policies is competitive for reinforcement learning NeurIPS 2018 Simple Unsupervised Keyphrase Extraction using Sentence Embeddings CoNLL 2018 Simplifying Reward Design through Divide-and-Conquer RSS 2018 Sim-to-Real: Learning Agile Locomotion For Quadruped Robots RSS 2018 Sim-to-Real Reinforcement Learning for Deformable Object Manipulation CoRL 2018 Sim-to-Real Transfer with Neural-Augmented Robot Simulation CoRL 2018 Simulated+Unsupervised Learning With Adaptive Data Generation and Bidirectional Mappings ICLR 2018 Simultaneous Clustering and Estimation of Heterogeneous Graphical Models JMLR 2018