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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)

Multi-Agent Diverse Generative Adversarial Networks CVPR 2018 Multi-Agent Reinforcement Learning via Double Averaging Primal-Dual Optimization NeurIPS 2018 Multi-Content GAN for Few-Shot Font Style Transfer CVPR 2018 Multi-Cue Correlation Filters for Robust Visual Tracking CVPR 2018 Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach ACML 2018 Multi-domain Causal Structure Learning in Linear Systems NeurIPS 2018 Multi-Domain Neural Machine Translation with Word-Level Domain Context Discrimination EMNLP 2018 Multi-encoder Transformer Network for Automatic Post-Editing EMNLP 2018 Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning CVPR 2018 Multi-Hop Knowledge Graph Reasoning with Reward Shaping EMNLP 2018 Multi-Input Attention for Unsupervised OCR Correction ACL 2018 Multi-Label Co-Training IJCAI 2018 Multi-Layered Gradient Boosting Decision Trees NeurIPS 2018 Multilevel Heuristics for Rationale-Based Entity Relation Classification in Sentences COLING 2018 Multi-Level Policy and Reward Reinforcement Learning for Image Captioning IJCAI 2018 Multi-Level Structured Self-Attentions for Distantly Supervised Relation Extraction EMNLP 2018 Multilingual Bottleneck Features for Subword Modeling in Zero-resource Languages Interspeech 2018 Multilingual Clustering of Streaming News EMNLP 2018 Multi-lingual Common Semantic Space Construction via Cluster-consistent Word Embedding EMNLP 2018 Multi-Lingual Depression-Level Assessment from Conversational Speech Using Acoustic and Text Features Interspeech 2018 Multi-lingual Entity Discovery and Linking ACL 2018 Multi-lingual neural title generation for e-Commerce browse pages NAACL 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multilingual Short Text Responses Clustering for Mobile Educational Activities: a Preliminary Exploration ACL 2018 Multi-modal Attention Mechanisms in LSTM and Its Application to Acoustic Scene Classification Interspeech 2018