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Learning Types

32,670 papers (1 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Representation Learning (5,307) Multimodal Learning (3,969) Self-Supervised Learning (3,492) Transfer Learning (2,890) Adversarial Learning (2,199) Deep Learning (1,883) Contrastive Learning (1,730) Reinforcement Learning (1,500) Knowledge Distillation (1,494) Fine-Tuning (1,117) Multi-Task Learning (1,069) Domain Adaptation (977) Zero-Shot Learning (758) Unsupervised Learning (734) Few-Shot Learning (694) Classification (621) Retrieval-Augmented Generation (606) Data Augmentation (583) Semi-Supervised Learning (450) Weakly Supervised Learning (429) Continual Learning (408) In-Context Learning (387) Sequence Modeling (375) Meta-Learning (252) Metric Learning (232) Ensemble Learning (223) Federated Learning (215) Multi-Lingual Learning (199) Robustness (197) Parameter-Efficient Fine-Tuning (190) Imitation Learning (180) Prompt Engineering (170) Chain-of-Thought Reasoning (153) Curriculum Learning (146) Synthetic Data Generation (143) Reinforcement Learning from Human Feedback (141) Multi-Label Classification (123) Regression (117) Generative Model (109) Semantic Segmentation (106) Domain Generalization (105) Uncertainty Quantification (98) Controllable Generation (93) Text Generation (86) Neural Architecture Search (80) Object Detection (80) Image Generation (79) Multi-Agent Systems (76) Feature Learning (74) Preference Learning (73) Machine Translation (71) Out-of-Distribution Detection (68) Machine Unlearning (63) Generation (61) Reasoning (54) Multi-View Learning (53) Time Series (52) Instruction Tuning (50) Distributed Learning (50) Image Restoration (49) Chain-of-Thought (48) Active Learning (47) Text Classification (43) Distribution Shift (43) Structured Prediction (42) Clustering (41) Image Classification (40) Model Merging (37) Sparse Learning (36) Sequence Labeling (36) Multi-Instance Learning (35) Anomaly Detection (33) Image Processing (33) Code Generation (31) Fairness (30) Robust Learning (28) Multi-Domain Learning (27) Supervised Learning (26) Model-Based RL (25) Natural Language Generation (24) Privacy (21) Multi-Objective Optimization (19) Multi-Scale Learning (19) Neural Machine Translation (18) Causal Inference (14) Instance Segmentation (9) Interactive Learning (9) Multi-Label Learning (9) Multi-Source Learning (9) Multi-Class Classification (8)

Papers per year

38
179
3,018
5,737
'10
'15
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'25

Papers (including subtopics)

Learning to Teach with Dynamic Loss Functions NeurIPS 2018 Learning towards Minimum Hyperspherical Energy NeurIPS 2018 Learning Transferable Architectures for Scalable Image Recognition CVPR 2018 Learning Transferable UAV for Forest Visual Perception IJCAI 2018 Learning Translations via Images with a Massively Multilingual Image Dataset ACL 2018 Learning Unmanned Aerial Vehicle Control for Autonomous Target Following IJCAI 2018 LEGO: Learning Edge With Geometry All at Once by Watching Videos CVPR 2018 Leveraging Grammar and Reinforcement Learning for Neural Program Synthesis ICLR 2018 Leveraging News Sentiment to Improve Microblog Sentiment Classification in the Financial Domain ACL 2018 Leveraging Second-Order Log-Linear Model for Improved Deep Learning Based ASR Performance Interspeech 2018 Leveraging Unlabeled Data for Crowd Counting by Learning to Rank CVPR 2018 Leveraging Writing Systems Change for Deep Learning Based Chinese Emotion Analysis EMNLP 2018 Lexical and Acoustic Deep Learning Model for Personality Recognition Interspeech 2018 LiDAR-Video Driving Dataset: Learning Driving Policies Effectively CVPR 2018 Lifelong Learning with Dynamically Expandable Networks ICLR 2018 Lightweight Probabilistic Deep Networks CVPR 2018 LIME: Live Intrinsic Material Estimation CVPR 2018 Limitations of Cross-Lingual Learning from Image Search ACL 2018 Linguistic representations in multi-task neural networks for ellipsis resolution EMNLP 2018 Localizing Moments in Video with Temporal Language EMNLP 2018 Logician and Orator: Learning from the Duality between Language and Knowledge in Open Domain EMNLP 2018 Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR 2018 Long Distance Voice Channel Diagnosis Using Deep Neural Networks Interspeech 2018 Lose the Views: Limited Angle CT Reconstruction via Implicit Sinogram Completion CVPR 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018