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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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477
4,652
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2000
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Papers (including subtopics)

Circular Chain Classifiers PGM 2018 CISA: Chinese Information Structure Analysis for Scientific Writing with Cross-lingual Adversarial Learning IJCAI 2018 CitiusNLP at SemEval-2018 Task 10: The Use of Transparent Distributional Models and Salient Contexts to Discriminate Word Attributes SemEval 2018 Classification from Pairwise Similarity and Unlabeled Data ICML 2018 Classifier Learning With Prior Probabilities for Facial Action Unit Recognition CVPR 2018 CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise CVPR 2018 Clipped Action Policy Gradient ICML 2018 CLUSE: Cross-Lingual Unsupervised Sense Embeddings EMNLP 2018 Cluster Variational Approximations for Structure Learning of Continuous-Time Bayesian Networks from Incomplete Data NeurIPS 2018 CNN Based Query by Example Spoken Term Detection Interspeech 2018 Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints IJCAI 2018 Co-attention CNNs for Unsupervised Object Co-segmentation IJCAI 2018 Code-Mixed Question Answering Challenge: Crowd-sourcing Data and Techniques ACL 2018 Code-Switching Language Modeling using Syntax-Aware Multi-Task Learning ACL 2018 Coding Structures and Actions with the COSTA Scheme in Medical Conversations ACL 2018 Collaborative and Adversarial Network for Unsupervised Domain Adaptation CVPR 2018 Collaborative and Attentive Learning for Personalized Image Aesthetic Assessment IJCAI 2018 Collaborative Learning for Deep Neural Networks NeurIPS 2018 Collaborative Learning for Weakly Supervised Object Detection IJCAI 2018 Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms EMNLP 2018 Combinatorial Pure Exploration with Continuous and Separable Reward Functions and Its Applications IJCAI 2018 Combinatorial Semi-Bandits with Knapsacks AISTATS 2018 Combining Human and Machine Transcriptions on the Zooniverse Platform EMNLP 2018 Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research EMNLP 2018 Commonsense Justification for Action Explanation EMNLP 2018