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

4

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)

Multi-Task Learning by Maximizing Statistical Dependence CVPR 2018 Multi-Task Learning for Argumentation Mining in Low-Resource Settings NAACL 2018 Multi-task learning for historical text normalization: Size matters ACL 2018 Multi-Task Learning Framework for Mining Crowd Intelligence towards Clinical Treatment NAACL 2018 Multi-Task Learning of Speech Recognition and Speech Synthesis Parameters for Ultrasound-based Silent Speech Interfaces Interspeech 2018 Multi-task Learning with Augmentation Strategy for Acoustic-to-word Attention-based Encoder-decoder Speech Recognition Interspeech 2018 Multi-Task Neural Models for Translating Between Styles Within and Across Languages COLING 2018 Multitask Parsing Across Semantic Representations ACL 2018 Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018 Music Genre Recognition Using Deep Neural Networks and Transfer Learning Interspeech 2018 Natural Language to Structured Query Generation via Meta-Learning NAACL 2018 NerveNet: Learning Structured Policy with Graph Neural Networks ICLR 2018 Neural Architecture Search with Bayesian Optimisation and Optimal Transport NeurIPS 2018 Neural DrugNet EMNLP 2018 Neural Graph Matching Networks for Fewshot 3D Action Recognition ECCV 2018 Neural Relation Extraction via Inner-Sentence Noise Reduction and Transfer Learning EMNLP 2018 Neural Sign Language Translation CVPR 2018 Neural Transductive Learning and Beyond: Morphological Generation in the Minimal-Resource Setting EMNLP 2018 Neural Voice Cloning with a Few Samples NeurIPS 2018 NLITrans at SemEval-2018 Task 12: Transfer of Semantic Knowledge for Argument Comprehension SemEval 2018 No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling ACL 2018 Nonparametric Regression with Comparisons: Escaping the Curse of Dimensionality with Ordinal Information ICML 2018 NTUA-SLP at IEST 2018: Ensemble of Neural Transfer Methods for Implicit Emotion Classification EMNLP 2018 One "Ruler" for All Languages: Multi-Lingual Dialogue Evaluation with Adversarial Multi-Task Learning IJCAI 2018 One-Shot Action Localization by Learning Sequence Matching Network CVPR 2018