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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
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'25

Papers (including subtopics)

A State-independent and Time-evolving Network for Early Rumor Detection in Social Media EMNLP 2020 A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing EMNLP 2020 A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT EMNLP 2020 A Survey on Representation Learning for User Modeling IJCAI 2020 Asymmetric Co-Teaching for Unsupervised Cross-Domain Person Re-Identification AAAI 2020 Atari-HEAD: Atari Human Eye-Tracking and Demonstration Dataset AAAI 2020 A Transformer Approach to Contextual Sarcasm Detection in Twitter ACL 2020 Attack to Explain Deep Representation CVPR 2020 Attend, Translate and Summarize: An Efficient Method for Neural Cross-Lingual Summarization ACL 2020 Attention Based Data Hiding with Generative Adversarial Networks AAAI 2020 Attention-Privileged Reinforcement Learning CoRL 2020 Attention Scaling for Crowd Counting CVPR 2020 Attentive Convolutional Recurrent Neural Network Using Phoneme-Level Acoustic Representation for Rare Sound Event Detection Interspeech 2020 Attentive Experience Replay AAAI 2020 Attentive User-Engaged Adversarial Neural Network for Community Question Answering AAAI 2020 Attentron: Few-Shot Text-to-Speech Utilizing Attention-Based Variable-Length Embedding Interspeech 2020 Attribute Propagation Network for Graph Zero-Shot Learning AAAI 2020 A Two-Stage Masked LM Method for Term Set Expansion ACL 2020 A Two-stage Model for Slot Filling in Low-resource Settings: Domain-agnostic Non-slot Reduction and Pretrained Contextual Embeddings EMNLP 2020 A Two-Step Approach for Implicit Event Argument Detection ACL 2020 Audio-Visual Model Distillation Using Acoustic Images WACV 2020 Audio-Visual Multi-Channel Recognition of Overlapped Speech Interspeech 2020 Augmented Natural Language for Generative Sequence Labeling EMNLP 2020 Augmenting Data for Sarcasm Detection with Unlabeled Conversation Context ACL 2020 Augmenting GAIL with BC for sample efficient imitation learning CoRL 2020