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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)

Template-Based Math Word Problem Solvers with Recursive Neural Networks AAAI 2019 Temporal Bilinear Networks for Video Action Recognition AAAI 2019 Temporal Cycle-Consistency Learning CVPR 2019 Temporal Transformer Networks: Joint Learning of Invariant and Discriminative Time Warping CVPR 2019 Terminology-Aware Segmentation and Domain Feature for the WMT19 Biomedical Translation Task ACL 2019 Testing the Generalization Power of Neural Network Models across NLI Benchmarks ACL 2019 Text-based inference of moral sentiment change EMNLP 2019 Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019 Text Emotion Distribution Learning from Small Sample: A Meta-Learning Approach EMNLP 2019 Text Genre and Training Data Size in Human-like Parsing EMNLP 2019 Text Guided Person Image Synthesis CVPR 2019 Text Summarization with Pretrained Encoders EMNLP 2019 Textured Neural Avatars CVPR 2019 Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture CVPR 2019 The Adversarial Attack and Detection under the Fisher Information Metric AAAI 2019 The AFRL WMT19 Systems: Old Favorites and New Tricks ACL 2019 The AIP-Tohoku System at the BEA-2019 Shared Task ACL 2019 The CUED’s Grammatical Error Correction Systems for BEA-2019 ACL 2019 The IIIT-H Gujarati-English Machine Translation System for WMT19 ACL 2019 The Impact of Word Representations on Sequential Neural MWE Identification ACL 2019 The LAIX Systems in the BEA-2019 GEC Shared Task ACL 2019 The LMU Munich Unsupervised Machine Translation System for WMT19 ACL 2019 The MLLP-UPV Spanish-Portuguese and Portuguese-Spanish Machine Translation Systems for WMT19 Similar Language Translation Task ACL 2019 The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision ICLR 2019 Theoretical Analysis of Efficiency and Robustness of Softmax and Gap-Increasing Operators in Reinforcement Learning AISTATS 2019