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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)

Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation CVPR 2019 Imitation Learning from Observation AAAI 2019 IM-Net for High Resolution Video Frame Interpolation CVPR 2019 Implanting Rational Knowledge into Distributed Representation at Morpheme Level AAAI 2019 Implicit Argument Prediction as Reading Comprehension AAAI 2019 Implicit Kernel Learning AISTATS 2019 Implicit Semantic Data Augmentation for Deep Networks NeurIPS 2019 Importance Resampling for Off-policy Prediction NeurIPS 2019 Improved Generalization of Arabic Text Classifiers ACL 2019 Improved Sentiment Detection via Label Transfer from Monolingual to Synthetic Code-Switched Text ACL 2019 Improved Speech Separation with Time-and-Frequency Cross-Domain Joint Embedding and Clustering Interspeech 2019 Improving Action Localization by Progressive Cross-Stream Cooperation CVPR 2019 Improving Black-box Adversarial Attacks with a Transfer-based Prior NeurIPS 2019 Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019 Improving Distantly Supervised Relation Extraction with Neural Noise Converter and Conditional Optimal Selector AAAI 2019 Improving Domain-Specific Classification by Collaborative Learning with Adaptation Networks AAAI 2019 Improving Emotion Identification Using Phone Posteriors in Raw Speech Waveform Based DNN Interspeech 2019 Improving GAN with Neighbors Embedding and Gradient Matching AAAI 2019 Improving Generative Visual Dialog by Answering Diverse Questions EMNLP 2019 Improving Hypernymy Prediction via Taxonomy Enhanced Adversarial Learning AAAI 2019 Improving Image Captioning with Conditional Generative Adversarial Nets AAAI 2019 Improving Large Vocabulary Urdu Speech Recognition System Using Deep Neural Networks Interspeech 2019 Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator EMNLP 2019 Improving Low-Resource Cross-lingual Document Retrieval by Reranking with Deep Bilingual Representations ACL 2019 Improving Mongolian-Chinese Neural Machine Translation with Morphological Noise ACL 2019