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)

Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering ACL 2020 Multi-Spectral Salient Object Detection by Adversarial Domain Adaptation AAAI 2020 Multi-Stage Pre-training for Automated Chinese Essay Scoring EMNLP 2020 Multi-Stage Pre-training for Low-Resource Domain Adaptation EMNLP 2020 Multi-Task Learning for Knowledge Graph Completion with Pre-trained Language Models COLING 2020 Multi-task Learning for Multilingual Neural Machine Translation EMNLP 2020 Multi-Task Learning for Voice Related Recognition Tasks Interspeech 2020 Multi-Task Learning using Dynamic Task Weighting for Conversational Question Answering EMNLP 2020 Multitask radiological modality invariant landmark localization using deep reinforcement learning MIDL 2020 Multitask Soft Option Learning UAI 2020 Multi-Task Supervised Pretraining for Neural Domain Adaptation ACL 2020 MultiVitaminBooster at PARSEME Shared Task 2020: Combining Window- and Dependency-Based Features with Multilingual Contextualised Word Embeddings for VMWE Detection COLING 2020 Mutual Information Based Knowledge Transfer Under State-Action Dimension Mismatch UAI 2020 Mutual Transfer Learning for Massive Data ICML 2020 Named Entity Recognition for Chinese biomedical patents COLING 2020 NAS-Bench-1Shot1: Benchmarking and Dissecting One-shot Neural Architecture Search ICLR 2020 Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly ACL 2020 NestedVAE: Isolating Common Factors via Weak Supervision CVPR 2020 Network-to-Network Translation with Conditional Invertible Neural Networks NeurIPS 2020 Neural Architecture Search Using Deep Neural Networks and Monte Carlo Tree Search AAAI 2020 Neural Complexity Measures NeurIPS 2020 Neural Data Server: A Large-Scale Search Engine for Transfer Learning Data CVPR 2020 Neural Discriminant Analysis for Deep Speaker Embedding Interspeech 2020 Neural Machine Translation of Artwork Titles Using Iconclass Codes COLING 2020 Neural Networks approaches focused on French Spoken Language Understanding: application to the MEDIA Evaluation Task COLING 2020