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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)

Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NeurIPS 2018 Coordinate Descent with Bandit Sampling NeurIPS 2018 Coordinated Exploration in Concurrent Reinforcement Learning ICML 2018 Co-regularized Alignment for Unsupervised Domain Adaptation NeurIPS 2018 Co-regularized Multi-view Subspace Clustering ACML 2018 COSMO SylPhon: A Bayesian Perceptuo-motor Model to Assess Phonological Learning Interspeech 2018 Co-Stack Residual Affinity Networks with Multi-level Attention Refinement for Matching Text Sequences EMNLP 2018 Cost-aware Cascading Bandits IJCAI 2018 Cost-Effective Active Learning for Hierarchical Multi-Label Classification IJCAI 2018 Cost-Sensitive Learning with Noisy Labels JMLR 2018 Co-teaching: Robust training of deep neural networks with extremely noisy labels NeurIPS 2018 Co-training Embeddings of Knowledge Graphs and Entity Descriptions for Cross-lingual Entity Alignment IJCAI 2018 cpSGD: Communication-efficient and differentially-private distributed SGD NeurIPS 2018 Creating a Dataset for Multilingual Fine-grained Emotion-detection Using Gamification-based Annotation EMNLP 2018 Creating Foldable Polyhedral Nets Using Evolution Control RSS 2018 Credit Assignment For Collective Multiagent RL With Global Rewards NeurIPS 2018 CRF-Seq and CRF-DepTree at PARSEME Shared Task 2018: Detecting Verbal MWEs using Sequential and Dependency-Based Approaches COLING 2018 CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018 CRIM at SemEval-2018 Task 9: A Hybrid Approach to Hypernym Discovery SemEval 2018 Cross-Discourse and Multilingual Exploration of Textual Corpora with the DualNeighbors Algorithm COLING 2018 Cross-Domain Depression Detection via Harvesting Social Media IJCAI 2018 Cross-Domain Detection of Abusive Language Online EMNLP 2018 Cross-Domain Self-Supervised Multi-Task Feature Learning Using Synthetic Imagery CVPR 2018 Cross-Domain Sentiment Classification with Target Domain Specific Information ACL 2018 Cross-Domain Weakly-Supervised Object Detection Through Progressive Domain Adaptation CVPR 2018