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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)

Noise and Metadata Sensitive Bottleneck Features for Improving Speaker Recognition with Non-Native Speech Input Interspeech 2016 Noise Aware and Combined Noise Models for Speech Denoising in Unknown Noise Conditions Interspeech 2016 Noisy Activation Functions ICML 2016 Noisy Label Recovery for Shadow Detection in Unfamiliar Domains CVPR 2016 Non-Linear Smoothed Transductive Network Embedding with Text Information ACML 2016 Nonlinear Statistical Learning with Truncated Gaussian Graphical Models ICML 2016 Non-sentential Question Resolution using Sequence to Sequence Learning COLING 2016 Non-stochastic Best Arm Identification and Hyperparameter Optimization AISTATS 2016 Non-Uniform Boosted MCE Training of Deep Neural Networks for Keyword Spotting Interspeech 2016 No Oops, You Won’t Do It Again: Mechanisms for Self-correction in Crowdsourcing ICML 2016 No-Regret Algorithms for Heavy-Tailed Linear Bandits ICML 2016 NYTRO: When Subsampling Meets Early Stopping AISTATS 2016 Observational-Interventional Priors for Dose-Response Learning NeurIPS 2016 On Benefits of Selection Diversity via Bilevel Exclusive Sparsity CVPR 2016 On Construction of Hybrid Logistic Regression-Naïve Bayes Model for Classification PGM 2016 On Discriminative Framework for Single Channel Audio Source Separation Interspeech 2016 One-class classification of point patterns of extremes JMLR 2016 One-Shot Learning of Scene Locations via Feature Trajectory Transfer CVPR 2016 Online Algorithms for Sum-Product Networks with Continuous Variables PGM 2016 Online Bayesian Moment Matching for Topic Modeling with Unknown Number of Topics NeurIPS 2016 Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR 2016 Online Learning With Bayesian Classification Trees CVPR 2016 Online Learning with Feedback Graphs Without the Graphs ICML 2016 Online PCA with Optimal Regret JMLR 2016 Online Pricing with Strategic and Patient Buyers NeurIPS 2016