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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)

Overcoming Catastrophic Forgetting by Incremental Moment Matching NeurIPS 2017 Parallel and Distributed Thompson Sampling for Large-scale Accelerated Exploration of Chemical Space ICML 2017 Parallel-Data-Free Many-to-Many Voice Conversion Based on DNN Integrated with Eigenspace Using a Non-Parallel Speech Corpus Interspeech 2017 Parallel Symmetric Class Expression Learning JMLR 2017 Parameter-Free Online Learning via Model Selection NeurIPS 2017 Parametric Simplex Method for Sparse Learning NeurIPS 2017 ParlAI: A Dialog Research Software Platform EMNLP 2017 Parser Adaptation for Social Media by Integrating Normalization ACL 2017 Parseval Networks: Improving Robustness to Adversarial Examples ICML 2017 Parsing Universal Dependencies without training EACL 2017 Part-of-Speech Tagging for Twitter with Adversarial Neural Networks EMNLP 2017 PASS-GLM: polynomial approximate sufficient statistics for scalable Bayesian GLM inference NeurIPS 2017 Perception of Non-Contrastive Variations in American English by Japanese Learners: Flaps are Less Favored Than Stops Interspeech 2017 Perishability of Data: Dynamic Pricing under Varying-Coefficient Models JMLR 2017 Permutation-based Causal Inference Algorithms with Interventions NeurIPS 2017 Personalizing Gesture Recognition Using Hierarchical Bayesian Neural Networks CVPR 2017 Pessimistic Leader-Follower Equilibria with Multiple Followers IJCAI 2017 Phonological Feature Based Mispronunciation Detection and Diagnosis Using Multi-Task DNNs and Active Learning Interspeech 2017 PixelGAN Autoencoders NeurIPS 2017 Player Movement Models for Video Game Level Generation IJCAI 2017 Playing Repeated Network Interdiction Games with Semi-Bandit Feedback IJCAI 2017 Pocket Knowledge Base Population ACL 2017 Poisson Random Fields for Dynamic Feature Models JMLR 2017 Policy Gradient With Value Function Approximation For Collective Multiagent Planning NeurIPS 2017 Polynomial time algorithms for dual volume sampling NeurIPS 2017