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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2

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12

24

14

20

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

'5

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Papers (including subtopics)

Transductive Zero-Shot Learning with Visual Structure Constraint NeurIPS 2019 Transferable Adversarial Training: A General Approach to Adapting Deep Classifiers ICML 2019 Transferable Interactive Memory Network for Domain Adaptation in Fine-Grained Opinion Extraction AAAI 2019 Transferable Interactiveness Knowledge for Human-Object Interaction Detection CVPR 2019 Transferable Normalization: Towards Improving Transferability of Deep Neural Networks NeurIPS 2019 Transferable Representation Learning in Vision-and-Language Navigation ICCV 2019 Transferable Semi-Supervised 3D Object Detection From RGB-D Data ICCV 2019 Transfer Capsule Network for Aspect Level Sentiment Classification ACL 2019 Transfer Fine-Tuning: A BERT Case Study EMNLP 2019 Transfer Learning Based Free-Form Speech Command Classification for Low-Resource Languages ACL 2019 Transfer Learning Between Related Tasks Using Expected Label Proportions EMNLP 2019 Transfer Learning by Adaptive Merging of Multiple Models MIDL 2019 Transfer Learning for Causal Sentence Detection ACL 2019 Transfer Learning for Health-related Twitter Data ACL 2019 Transfer Learning for Sequence Labeling Using Source Model and Target Data AAAI 2019 Transfer Learning for Sequences via Learning to Collocate ICLR 2019 Transfer Learning from Audio-Visual Grounding to Speech Recognition Interspeech 2019 Transfer Learning from Pre-trained BERT for Pronoun Resolution ACL 2019 Transfer Learning in Biomedical Named Entity Recognition: An Evaluation of BERT in the PharmaCoNER task EMNLP 2019 Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets ACL 2019 Transfer Learning in Natural Language Processing NAACL 2019 Transfer Learning via Minimizing the Performance Gap Between Domains NeurIPS 2019 Transfer Learning via Unsupervised Task Discovery for Visual Question Answering CVPR 2019 Transfer of Samples in Policy Search via Multiple Importance Sampling ICML 2019 Transfer of Temporal Logic Formulas in Reinforcement Learning IJCAI 2019