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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)

Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need! COLING 2018 Cross-Lingual Argumentative Relation Identification: from English to Portuguese EMNLP 2018 Cross-Lingual Cross-Platform Rumor Verification Pivoting on Multimedia Content EMNLP 2018 Cross-modal Bidirectional Translation via Reinforcement Learning IJCAI 2018 Cross-Modal Deep Variational Hand Pose Estimation CVPR 2018 Cross-Modality Person Re-Identification with Generative Adversarial Training IJCAI 2018 Cross-Target Stance Classification with Self-Attention Networks ACL 2018 Cross-topic Argument Mining from Heterogeneous Sources EMNLP 2018 Cross-View Image Synthesis Using Conditional GANs CVPR 2018 Crowdclustering with Partition Labels AISTATS 2018 Crowd Counting via Adversarial Cross-Scale Consistency Pursuit CVPR 2018 Crowdsourcing Semantic Label Propagation in Relation Classification EMNLP 2018 Crowdsourcing with Arbitrary Adversaries ICML 2018 CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation ACL 2018 Cube Padding for Weakly-Supervised Saliency Prediction in 360° Videos CVPR 2018 CUNI Submissions in WMT18 EMNLP 2018 Curiosity Driven Exploration of Learned Disentangled Goal Spaces CoRL 2018 Curriculum Adversarial Training IJCAI 2018 Curriculum Learning Based on Reward Sparseness for Deep Reinforcement Learning of Task Completion Dialogue Management EMNLP 2018 Curriculum Learning by Transfer Learning: Theory and Experiments with Deep Networks ICML 2018 Curriculum Learning for Natural Answer Generation IJCAI 2018 Cutting the Software Building Efforts in Continuous Integration by Semi-Supervised Online AUC Optimization IJCAI 2018 Cyber-aggression Detection using Cross Segment-and-Concatenate Multi-Task Learning from Text COLING 2018 CyCADA: Cycle-Consistent Adversarial Domain Adaptation ICML 2018 Cycle-Consistent Speech Enhancement Interspeech 2018