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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
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'25

Papers (including subtopics)

Realistic Face Reenactment via Self-Supervised Disentangling of Identity and Pose AAAI 2020 Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020 Real-World Person Re-Identification via Degradation Invariance Learning CVPR 2020 Reasoning with Heterogeneous Graph Alignment for Video Question Answering AAAI 2020 Re-Attention for Visual Question Answering AAAI 2020 Reciprocal Adversarial Learning via Characteristic Functions NeurIPS 2020 Reciprocal Learning Networks for Human Trajectory Prediction CVPR 2020 RecoBERT: A Catalog Language Model for Text-Based Recommendations EMNLP 2020 Recognizing Instagram Filtered Images with Feature De-Stylization AAAI 2020 Recognizing Objects From Any View With Object and Viewer-Centered Representations CVPR 2020 Reconstruct Locally, Localize Globally: A Model Free Method for Object Pose Estimation CVPR 2020 Recurrent Inference in Text Editing EMNLP 2020 Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations EMNLP 2020 Recurrent Nested Model for Sequence Generation AAAI 2020 Recurrent Relational Memory Network for Unsupervised Image Captioning IJCAI 2020 Recursive Least-Squares Estimator-Aided Online Learning for Visual Tracking CVPR 2020 Recursively Binary Modification Model for Nested Named Entity Recognition AAAI 2020 ReDA:Reinforced Differentiable Attribute for 3D Face Reconstruction CVPR 2020 Red Dragon AI at TextGraphs 2020 Shared Task : LIT : LSTM-Interleaved Transformer for Multi-Hop Explanation Ranking COLING 2020 Reducing Gender Bias in Neural Machine Translation as a Domain Adaptation Problem ACL 2020 Reevaluating Adversarial Examples in Natural Language EMNLP 2020 Reference Language based Unsupervised Neural Machine Translation EMNLP 2020 Referring Image Segmentation via Cross-Modal Progressive Comprehension CVPR 2020 Reflection-based Word Attribute Transfer ACL 2020 Reflection Scene Separation From a Single Image CVPR 2020