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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)

Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation AAAI 2022 Separate What You Describe: Language-Queried Audio Source Separation Interspeech 2022 Separating Grains from the Chaff: Using Data Filtering to Improve Multilingual Translation for Low-Resourced African Languages EMNLP 2022 Sequence Level Contrastive Learning for Text Summarization AAAI 2022 Sequence Model Imitation Learning with Unobserved Contexts NeurIPS 2022 Sequential Voting With Relational Box Fields for Active Object Detection CVPR 2022 Set-based Meta-Interpolation for Few-Task Meta-Learning NeurIPS 2022 SetGNER: General Named Entity Recognition as Entity Set Generation EMNLP 2022 Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency CVPR 2022 SFSRNet: Super-resolution for Single-Channel Audio Source Separation AAAI 2022 SGAM: Building a Virtual 3D World through Simultaneous Generation and Mapping NeurIPS 2022 SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning AAAI 2022 Shape-Adaptive Selection and Measurement for Oriented Object Detection AAAI 2022 ShapeCrafter: A Recursive Text-Conditioned 3D Shape Generation Model NeurIPS 2022 SHARE: a System for Hierarchical Assistive Recipe Editing EMNLP 2022 Should We Be Pre-training? An Argument for End-task Aware Training as an Alternative ICLR 2022 Shrinking Temporal Attention in Transformers for Video Action Recognition AAAI 2022 ShuttleNet: Position-Aware Fusion of Rally Progress and Player Styles for Stroke Forecasting in Badminton AAAI 2022 Siamese Network with Interactive Transformer for Video Object Segmentation AAAI 2022 SiamTrans: Zero-Shot Multi-Frame Image Restoration with Pre-trained Siamese Transformers AAAI 2022 Signal Processing for Implicit Neural Representations NeurIPS 2022 SignRFF: Sign Random Fourier Features NeurIPS 2022 SimAN: Exploring Self-Supervised Representation Learning of Scene Text via Similarity-Aware Normalization CVPR 2022 SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval EMNLP 2022 SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022