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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)

Cross-Domain Detection via Graph-Induced Prototype Alignment CVPR 2020 Cross-Domain Document Object Detection: Benchmark Suite and Method CVPR 2020 Cross-Domain Face Presentation Attack Detection via Multi-Domain Disentangled Representation Learning CVPR 2020 Cross-domain Object Detection through Coarse-to-Fine Feature Adaptation CVPR 2020 Cross-lingual Alignment Methods for Multilingual BERT: A Comparative Study EMNLP 2020 Cross-lingual Alignment vs Joint Training: A Comparative Study and A Simple Unified Framework ICLR 2020 Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce AAAI 2020 Cross-Lingual Natural Language Generation via Pre-Training AAAI 2020 Cross-Lingual Speaker Verification with Domain-Balanced Hard Prototype Mining and Language-Dependent Score Normalization Interspeech 2020 Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020 Cross-Lingual Text-To-Speech Synthesis via Domain Adaptation and Perceptual Similarity Regression in Speaker Space Interspeech 2020 Cross-Lingual Training of Neural Models for Document Ranking EMNLP 2020 Cross-Lingual Unsupervised Sentiment Classification with Multi-View Transfer Learning ACL 2020 Cross-Linguistic Syntactic Evaluation of Word Prediction Models ACL 2020 Cross-Media Keyphrase Prediction: A Unified Framework with Multi-Modality Multi-Head Attention and Image Wordings EMNLP 2020 Cross-media Structured Common Space for Multimedia Event Extraction ACL 2020 Cross-modal Coherence Modeling for Caption Generation ACL 2020 Cross-Modal Cross-Domain Moment Alignment Network for Person Search CVPR 2020 Cross-Modal Deep Face Normals With Deactivable Skip Connections CVPR 2020 Cross-Modality Attention with Semantic Graph Embedding for Multi-Label Classification AAAI 2020 Cross-Modality Paired-Images Generation for RGB-Infrared Person Re-Identification AAAI 2020 Cross-Modality Person Re-Identification With Shared-Specific Feature Transfer CVPR 2020 Cross-Modality Relevance for Reasoning on Language and Vision ACL 2020 Cross-modal Language Generation using Pivot Stabilization for Web-scale Language Coverage ACL 2020 Crossmodal Sound Retrieval Based on Specific Target Co-Occurrence Denoted with Weak Labels Interspeech 2020