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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)

Joint Embedding of Words and Labels for Text Classification ACL 2018 JointGAN: Multi-Domain Joint Distribution Learning with Generative Adversarial Nets ICML 2018 Joint Generative Moment-Matching Network for Learning Structural Latent Code IJCAI 2018 Joint Learning for Emotion Classification and Emotion Cause Detection EMNLP 2018 Joint Learning for Targeted Sentiment Analysis EMNLP 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 Jointly Localizing and Describing Events for Dense Video Captioning CVPR 2018 Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation CVPR 2018 Joint Multilingual Supervision for Cross-lingual Entity Linking EMNLP 2018 Joint Optimization Framework for Learning With Noisy Labels CVPR 2018 Joint Pose and Expression Modeling for Facial Expression Recognition CVPR 2018 Joint Representation Learning of Cross-lingual Words and Entities via Attentive Distant Supervision EMNLP 2018 Judicious Selection of Training Data in Assisting Language for Multilingual Neural NER ACL 2018 Jumper: Learning When to Make Classification Decision in Reading IJCAI 2018 KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018 KDGAN: Knowledge Distillation with Generative Adversarial Networks NeurIPS 2018 Keeping in Touch with Collaborative UAVs: A Deep Reinforcement Learning Approach IJCAI 2018 Kernelized Subspace Pooling for Deep Local Descriptors CVPR 2018 Knowledgeable Reader: Enhancing Cloze-Style Reading Comprehension with External Commonsense Knowledge ACL 2018 Knowledge Base Question Answering via Encoding of Complex Query Graphs EMNLP 2018 Knowledge Distillation by On-the-Fly Native Ensemble NeurIPS 2018 Knowledge Distillation for Sequence Model Interspeech 2018 Knowledge Graph Embedding with Hierarchical Relation Structure EMNLP 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018