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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)

What’s in a Domain? Learning Domain-Robust Text Representations using Adversarial Training NAACL 2018 What you can cram into a single $&!#* vector: Probing sentence embeddings for linguistic properties ACL 2018 When data permutations are pathological: the case of neural natural language inference EMNLP 2018 When does deep multi-task learning work for loosely related document classification tasks? EMNLP 2018 When Image Denoising Meets High-Level Vision Tasks: A Deep Learning Approach IJCAI 2018 When Will You Do What? - Anticipating Temporal Occurrences of Activities CVPR 2018 Which Scores to Predict in Sentence Regression for Text Summarization? NAACL 2018 Who Let the Dogs Out? Modeling Dog Behavior From Visual Data CVPR 2018 Who's Better? Who's Best? Pairwise Deep Ranking for Skill Determination CVPR 2018 Why is unsupervised alignment of English embeddings from different algorithms so hard? EMNLP 2018 Why Self-Attention? A Targeted Evaluation of Neural Machine Translation Architectures EMNLP 2018 WikiAtomicEdits: A Multilingual Corpus of Wikipedia Edits for Modeling Language and Discourse EMNLP 2018 Wing Loss for Robust Facial Landmark Localisation With Convolutional Neural Networks CVPR 2018 With Friends Like These, Who Needs Adversaries? NeurIPS 2018 Word Embedding and WordNet Based Metaphor Identification and Interpretation ACL 2018 Word Embeddings-Based Uncertainty Detection in Financial Disclosures ACL 2018 Word-like character n-gram embedding EMNLP 2018 Word Mover’s Embedding: From Word2Vec to Document Embedding EMNLP 2018 WordNet Embeddings ACL 2018 Word Rewarding for Adequate Neural Machine Translation EMNLP 2018 Words Worth: Verbal Content and Hirability Impressions in YouTube Video Resumes EMNLP 2018 Word translation without parallel data ICLR 2018 Working Memory Networks: Augmenting Memory Networks with a Relational Reasoning Module ACL 2018 WSNet: Compact and Efficient Networks Through Weight Sampling ICML 2018 XNLI: Evaluating Cross-lingual Sentence Representations EMNLP 2018