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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)

Wasserstein Unsupervised Reinforcement Learning AAAI 2022 Watch It Move: Unsupervised Discovery of 3D Joints for Re-Posing of Articulated Objects CVPR 2022 Watch the Neighbors: A Unified K-Nearest Neighbor Contrastive Learning Framework for OOD Intent Discovery EMNLP 2022 Watermarking for Out-of-distribution Detection NeurIPS 2022 WA-Transformer: Window Attention-based Transformer with Two-stage Strategy for Multi-task Audio Source Separation Interspeech 2022 wav2vec2-based Speech Rating System for Children with Speech Sound Disorder Interspeech 2022 Wav2Vec-Aug: Improved self-supervised training with limited data Interspeech 2022 Wav2vec-S: Semi-Supervised Pre-Training for Low-Resource ASR Interspeech 2022 Weakly and Semi-Supervised Learning for Arabic Text Classification using Monodialectal Language Models EMNLP 2022 Weakly but Deeply Supervised Occlusion-Reasoned Parametric Road Layouts CVPR 2022 Weakly Paired Associative Learning for Sound and Image Representations via Bimodal Associative Memory CVPR 2022 Weakly-Supervised Action Transition Learning for Stochastic Human Motion Prediction CVPR 2022 Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound WACV 2022 Weakly supervised causal representation learning NeurIPS 2022 Weakly Supervised Context-based Interview Question Generation EMNLP 2022 Weakly-Supervised Convolutional Neural Networks for Vessel Segmentation in Cerebral Angiography WACV 2022 Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images MLHC 2022 Weakly Supervised Discovery of Semantic Attributes CLeaR 2022 Weakly Supervised Disentangled Generative Causal Representation Learning JMLR 2022 Weakly Supervised Formula Learner for Solving Mathematical Problems COLING 2022 Weakly-Supervised Generation and Grounding of Visual Descriptions With Conditional Generative Models CVPR 2022 Weakly Supervised Headline Dependency Parsing EMNLP 2022 Weakly Supervised High-Fidelity Clothing Model Generation CVPR 2022 Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups MIDL 2022 Weakly Supervised Learning for Joint Image Denoising and Protein Localization in Cryo-Electron Microscopy WACV 2022