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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)

Weakly Supervised Deep Hyperspherical Quantization for Image Retrieval AAAI 2021 Weakly Supervised Deep Reinforcement Learning for Video Summarization With Semantically Meaningful Reward WACV 2021 Weakly Supervised Dense Video Captioning via Jointly Usage of Knowledge Distillation and Cross-modal Matching IJCAI 2021 Weakly supervised discourse segmentation for multiparty oral conversations EMNLP 2021 Weakly-Supervised Hierarchical Models for Predicting Persuasive Strategies in Good-faith Textual Requests AAAI 2021 Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021 Weakly Supervised Human-Object Interaction Detection in Video via Contrastive Spatiotemporal Regions ICCV 2021 Weakly Supervised Instance Segmentation by Deep Community Learning WACV 2021 Weakly Supervised Instance Segmentation for Videos With Temporal Mask Consistency CVPR 2021 Weakly-Supervised Instance Segmentation via Class-Agnostic Learning With Salient Images CVPR 2021 Weakly Supervised Learning of Rigid 3D Scene Flow CVPR 2021 Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains ACL 2021 Weakly Supervised Named Entity Tagging with Learnable Logical Rules ACL 2021 Weakly-Supervised Object Representation Learning for Few-Shot Semantic Segmentation WACV 2021 Weakly Supervised Person Search With Region Siamese Networks ICCV 2021 Weakly-Supervised Physically Unconstrained Gaze Estimation CVPR 2021 Weakly Supervised Relative Spatial Reasoning for Visual Question Answering ICCV 2021 Weakly Supervised Representation Learning With Coarse Labels ICCV 2021 Weakly Supervised Segmentation of Small Buildings With Point Labels ICCV 2021 Weakly Supervised Semantic Parsing by Learning from Mistakes EMNLP 2021 Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud AAAI 2021 Weakly-Supervised Spatio-Temporal Anomaly Detection in Surveillance Video IJCAI 2021 Weakly-Supervised Speech-to-Text Mapping with Visually Connected Non-Parallel Speech-Text Data Using Cyclic Partially-Aligned Transformer Interspeech 2021 Weakly-supervised Temporal Action Localization by Uncertainty Modeling AAAI 2021 Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context AAAI 2021