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
1
8
12
26
18
20
135
136
147
149
220
231
316
526
460
477
660
1,314
2,083
3,689
4,652
5,914
6,826
8,201
8,755
9,258
2,019
2000
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Papers (including subtopics)
Unseen Classes at a Later Time? No Problem
CVPR 2022
Unsupervised Abstractive Dialogue Summarization with Word Graphs and POV Conversion
ACL 2022
Unsupervised Acoustic-to-Articulatory Inversion with Variable Vocal Tract Anatomy
Interspeech 2022
Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering
CVPR 2022
Unsupervised Adversarially Robust Representation Learning on Graphs
AAAI 2022
Unsupervised and Very-Low Resource Supervised Translation on German and Sorbian Variant Languages
EMNLP 2022
Unsupervised Anomaly Detection by Robust Density Estimation
AAAI 2022
Unsupervised Boundary-Aware Language Model Pretraining for Chinese Sequence Labeling
EMNLP 2022
Unsupervised Causal Generative Understanding of Images
NeurIPS 2022
Unsupervised Chinese Word Segmentation with BERT Oriented Probing and Transformation
ACL 2022
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency
AAAI 2022
Unsupervised Context Aware Sentence Representation Pretraining for Multi-lingual Dense Retrieval
IJCAI 2022
Unsupervised Corpus Aware Language Model Pre-training for Dense Passage Retrieval
ACL 2022
Unsupervised Cross-Lingual Transfer of Structured Predictors without Source Data
NAACL 2022
Unsupervised Cross-Task Generalization via Retrieval Augmentation
NeurIPS 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR
Interspeech 2022
Unsupervised Deep Keyphrase Generation
AAAI 2022
Unsupervised Dense Retrieval for Scientific Articles
EMNLP 2022
Unsupervised Dependency Graph Network
ACL 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-Similarity
CVPR 2022
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology
ICML 2022
Unsupervised Discovery of Object Radiance Fields
ICLR 2022
Unsupervised Disentanglement with Tensor Product Representations on the Torus
ICLR 2022
Unsupervised Domain Adaptation for Medical Image Segmentation via Self-Training of Early Features
MIDL 2022
Unsupervised Domain Adaptation for Question Generation with DomainData Selection and Self-training
NAACL 2022