conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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'25

Papers (including subtopics)

One-Shot Imitation from Observing Humans via Domain-Adaptive Meta-Learning RSS 2018 One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018 One-Shot Segmentation in Clutter ICML 2018 Online Ensemble Multi-kernel Learning Adaptive to Non-stationary and Adversarial Environments AISTATS 2018 Online Heterogeneous Transfer Metric Learning IJCAI 2018 Online Incremental Learning for Speaker-Adaptive Language Models Interspeech 2018 Online learning over a finite action set with limited switching COLT 2018 Online Reciprocal Recommendation with Theoretical Performance Guarantees NeurIPS 2018 Ontology-Based Data Access: A Survey IJCAI 2018 On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach IJCAI 2018 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text EMNLP 2018 Ordinal Depth Supervision for 3D Human Pose Estimation CVPR 2018 Outer Product-based Neural Collaborative Filtering IJCAI 2018 Partially Shared Multi-Task Convolutional Neural Network With Local Constraint for Face Attribute Learning CVPR 2018 Partial Transfer Learning With Selective Adversarial Networks CVPR 2018 Part-of-Speech Tagging on an Endangered Language: a Parallel Griko-Italian Resource COLING 2018 PAWS: A Multi-lingual Parallel Treebank with Anaphoric Relations NAACL 2018 PD3: Better Low-Resource Cross-Lingual Transfer By Combining Direct Transfer and Annotation Projection EMNLP 2018 Personalized and Private Peer-to-Peer Machine Learning AISTATS 2018 PG-TS: Improved Thompson Sampling for Logistic Contextual Bandits NeurIPS 2018 Policy and Value Transfer in Lifelong Reinforcement Learning ICML 2018 Polynomial Time and Sample Complexity for Non-Gaussian Component Analysis: Spectral Methods COLT 2018 Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records ACL 2018 Predicting Foreign Language Usage from English-Only Social Media Posts NAACL 2018 Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018