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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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'15
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'25

Papers (including subtopics)

R2D2: Reliable and Repeatable Detector and Descriptor NeurIPS 2019 R2GAN: Cross-Modal Recipe Retrieval With Generative Adversarial Network CVPR 2019 R3 Adversarial Network for Cross Model Face Recognition CVPR 2019 RACAI’s System at PharmaCoNER 2019 EMNLP 2019 Randomized Value Functions via Multiplicative Normalizing Flows UAI 2019 Random Path Selection for Continual Learning NeurIPS 2019 Ranked List Loss for Deep Metric Learning CVPR 2019 Ranking-Based Deep Cross-Modal Hashing AAAI 2019 Rapid Customization for Event Extraction ACL 2019 Rare Event Detection Using Disentangled Representation Learning CVPR 2019 Rare Sound Event Detection Using Deep Learning and Data Augmentation Interspeech 2019 RawNet: Advanced End-to-End Deep Neural Network Using Raw Waveforms for Text-Independent Speaker Verification Interspeech 2019 Reading Like HER: Human Reading Inspired Extractive Summarization EMNLP 2019 Read, Watch, and Move: Reinforcement Learning for Temporally Grounding Natural Language Descriptions in Videos AAAI 2019 Realtime Generation of Audible Textures Inspired by a Video Stream AAAI 2019 Real-Time Self-Adaptive Deep Stereo CVPR 2019 Reasoning About Physical Interactions with Object-Oriented Prediction and Planning ICLR 2019 Reasoning-RCNN: Unifying Adaptive Global Reasoning Into Large-Scale Object Detection CVPR 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Recognising Agreement and Disagreement between Stances with Reason Comparing Networks ACL 2019 Recognizing UMLS Semantic Types with Deep Learning EMNLP 2019 Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019 Recurrent MVSNet for High-Resolution Multi-View Stereo Depth Inference CVPR 2019 Recurrent Positional Embedding for Neural Machine Translation EMNLP 2019 Recurrent Space-time Graph Neural Networks NeurIPS 2019