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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
'20
'25

Papers (including subtopics)

Cascaded Attention based Unsupervised Information Distillation for Compressive Summarization EMNLP 2017 Causal Effect Inference with Deep Latent-Variable Models NeurIPS 2017 CERN: Confidence-Energy Recurrent Network for Group Activity Recognition CVPR 2017 Character-Aware Neural Morphological Disambiguation ACL 2017 Character-Word LSTM Language Models EACL 2017 Cheap Translation for Cross-Lingual Named Entity Recognition EMNLP 2017 ChestX-ray8: Hospital-Scale Chest X-Ray Database and Benchmarks on Weakly-Supervised Classification and Localization of Common Thorax Diseases CVPR 2017 Chinese Zero Pronoun Resolution with Deep Memory Network EMNLP 2017 Chunk-based Decoder for Neural Machine Translation ACL 2017 Classification and Representation Joint Learning via Deep Networks IJCAI 2017 CLKN: Cascaded Lucas-Kanade Networks for Image Alignment CVPR 2017 Coarse-to-Fine Question Answering for Long Documents ACL 2017 Cold-Start Reinforcement Learning with Softmax Policy Gradient NeurIPS 2017 Collaborative Deep Learning in Fixed Topology Networks NeurIPS 2017 Collaborative Summarization of Topic-Related Videos CVPR 2017 Colorization as a Proxy Task for Visual Understanding CVPR 2017 Combating Human Trafficking with Multimodal Deep Models ACL 2017 Combining Models from Multiple Sources for RGB-D Scene Recognition IJCAI 2017 Commonly Uncommon: Semantic Sparsity in Situation Recognition CVPR 2017 Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP 2017 Comprehension-Guided Referring Expressions CVPR 2017 Compression-aware Training of Deep Networks NeurIPS 2017 Computational Sarcasm EMNLP 2017 Computer Assisted Composition with Recurrent Neural Networks ACML 2017 Concrete Dropout NeurIPS 2017