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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)

Unsupervised Deep Learning via Affinity Diffusion AAAI 2020 Unsupervised Deep Shape Descriptor With Point Distribution Learning CVPR 2020 Unsupervised Detection of Sub-Events in Large Scale Disasters AAAI 2020 Unsupervised Discovery of Implicit Gender Bias EMNLP 2020 Unsupervised Discovery of Interpretable Directions in the GAN Latent Space ICML 2020 Unsupervised Discovery of Recurring Speech Patterns Using Probabilistic Adaptive Metrics Interspeech 2020 Unsupervised Distillation of Syntactic Information from Contextualized Word Representations EMNLP 2020 Unsupervised Domain Adaptation for Dialogue Sequence Labeling Based on Hierarchical Adversarial Training Interspeech 2020 Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis WACV 2020 Unsupervised Domain Adaptation of a Pretrained Cross-Lingual Language Model IJCAI 2020 Unsupervised Domain Adaptation on Reading Comprehension AAAI 2020 Unsupervised Domain Adaptation Under Label Space Mismatch for Speech Classification Interspeech 2020 Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering CVPR 2020 Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling AAAI 2020 Unsupervised Domain Adaptation With Hierarchical Gradient Synchronization CVPR 2020 Unsupervised Domain Clusters in Pretrained Language Models ACL 2020 Unsupervised Dual Paraphrasing for Two-stage Semantic Parsing ACL 2020 Unsupervised Evaluation for Question Answering with Transformers EMNLP 2020 Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains EMNLP 2020 Unsupervised FAQ Retrieval with Question Generation and BERT ACL 2020 Unsupervised Feature Adaptation Using Adversarial Multi-Task Training for Automatic Evaluation of Children’s Speech Interspeech 2020 Unsupervised Few-Bits Semantic Hashing with Implicit Topics Modeling EMNLP 2020 Unsupervised Fine-tuning for Text Clustering COLING 2020 Unsupervised Image Style Embeddings for Retrieval and Recognition Tasks WACV 2020 Unsupervised Interlingual Semantic Representations from Sentence Embeddings for Zero-Shot Cross-Lingual Transfer AAAI 2020