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

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12

24

14

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29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Adaptive Graph Convolutional Recurrent Network for Traffic Forecasting NeurIPS 2020 Adaptive Subspaces for Few-Shot Learning CVPR 2020 A Dataset Complexity Measure for Analogical Transfer IJCAI 2020 Addressing Exposure Bias With Document Minimum Risk Training: Cambridge at the WMT20 Biomedical Translation Task EMNLP 2020 A Deep Generative Approach to Native Language Identification COLING 2020 A deep learning approach to segmentation of the developing cortex in fetal brain MRI with minimal manual labeling MIDL 2020 A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL 2020 Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text ACL 2020 Adversarial Feature Hallucination Networks for Few-Shot Learning CVPR 2020 Adversarially Robust Few-Shot Learning: A Meta-Learning Approach NeurIPS 2020 Adversarially robust transfer learning ICLR 2020 Adversarial Separation and Adaptation Network for Far-Field Speaker Verification Interspeech 2020 Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation NeurIPS 2020 Adversarial Training for Code Retrieval with Question-Description Relevance Regularization EMNLP 2020 A Federated Approach in Training Acoustic Models Interspeech 2020 A Flexible Selection Scheme for Minimum-Effort Transfer Learning WACV 2020 A Generate-and-Rank Framework with Semantic Type Regularization for Biomedical Concept Normalization ACL 2020 A Generic First-Order Algorithmic Framework for Bi-Level Programming Beyond Lower-Level Singleton ICML 2020 A Graphical and Attentional Framework for Dual-Target Cross-Domain Recommendation IJCAI 2020 A Human-AI Loop Approach for Joint Keyword Discovery and Expectation Estimation in Micropost Event Detection AAAI 2020 A Joint Multiple Criteria Model in Transfer Learning for Cross-domain Chinese Word Segmentation EMNLP 2020 AlexU-BackTranslation-TL at SemEval-2020 Task 12: Improving Offensive Language Detection Using Data Augmentation and Transfer Learning SemEval 2020 ALICE: Active Learning with Contrastive Natural Language Explanations EMNLP 2020 Alternating Language Modeling for Cross-Lingual Pre-Training AAAI 2020 AMEX-AI-LABS: Investigating Transfer Learning for Title Detection in Table of Contents Generation COLING 2020