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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
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4,652
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2000
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Papers (including subtopics)

Adversarial Inference for Multi-Sentence Video Description CVPR 2019 Adversarial Label Learning AAAI 2019 Adversarial Learning for Weakly-Supervised Social Network Alignment AAAI 2019 Adversarial Learning of a Sampler Based on an Unnormalized Distribution AISTATS 2019 Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019 Adversarial Learning of Semantic Relevance in Text to Image Synthesis AAAI 2019 Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER EMNLP 2019 Adversarial Learning With Margin-Based Triplet Embedding Regularization ICCV 2019 Adversarially Learned Representations for Information Obfuscation and Inference ICML 2019 Adversarially Trained End-to-End Korean Singing Voice Synthesis System Interspeech 2019 Adversarial Machine Learning with Double Oracle IJCAI 2019 Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019 Adversarial Music: Real world Audio Adversary against Wake-word Detection System NeurIPS 2019 Adversarial Optimization for Dictionary Attacks on Speaker Verification Interspeech 2019 Adversarial Pseudo Healthy Synthesis Needs Pathology Factorization MIDL 2019 Adversarial Regularization for End-to-End Robust Speaker Verification Interspeech 2019 Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects NAACL 2019 Adversarial Removal of Demographic Attributes Revisited EMNLP 2019 Adversarial Representation Learning for Text-to-Image Matching ICCV 2019 Adversarial Reprogramming of Neural Networks ICLR 2019 Adversarial Reprogramming of Text Classification Neural Networks EMNLP 2019 Adversarial Robustness through Local Linearization NeurIPS 2019 Adversarial Self-Defense for Cycle-Consistent GANs NeurIPS 2019 Adversarial Semantic Alignment for Improved Image Captions CVPR 2019 Adversarial Structure Matching for Structured Prediction Tasks CVPR 2019