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

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

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Papers (including subtopics)

X-METRA-ADA: Cross-lingual Meta-Transfer learning Adaptation to Natural Language Understanding and Question Answering NAACL 2021 XTREME-R: Towards More Challenging and Nuanced Multilingual Evaluation EMNLP 2021 YoungSheldon at SemEval-2021 Task 5: Fine-tuning Pre-trained Language Models for Toxic Spans Detection using Token classification Objective SemEval 2021 YoungSheldon at SemEval-2021 Task 7: Fine-tuning Is All You Need SemEval 2021 Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition ICCV 2021 Zero Pronouns Identification based on Span prediction ACL 2021 Zero-Shot Compositional Concept Learning ACL 2021 Zero-shot Cross-lingual Content Filtering: Offensive Language and Hate Speech Detection EACL 2021 Zero-Shot Cross-Lingual Transfer of Neural Machine Translation with Multilingual Pretrained Encoders EMNLP 2021 Zero-Shot Dialogue State Tracking via Cross-Task Transfer EMNLP 2021 Zero-shot Event Extraction via Transfer Learning: Challenges and Insights ACL 2021 Zero-Shot Federated Learning with New Classes for Audio Classification Interspeech 2021 Zero-shot Generalization in Dialog State Tracking through Generative Question Answering EACL 2021 Zero-shot Neural Passage Retrieval via Domain-targeted Synthetic Question Generation EACL 2021 Zero-Shot Recognition via Optimal Transport WACV 2021 Zero-Shot Text-to-Image Generation ICML 2021 Zoo-Tuning: Adaptive Transfer from A Zoo of Models ICML 2021 ZS-BERT: Towards Zero-Shot Relation Extraction with Attribute Representation Learning NAACL 2021 3D-OES: Viewpoint-Invariant Object-Factorized Environment Simulators CoRL 2020 3D-RADNet: Extracting labels from DICOM metadata for training general medical domain deep 3D convolution neural networks MIDL 2020 99% of Worker-Master Communication in Distributed Optimization Is Not Needed UAI 2020 A Baseline for Few-Shot Image Classification ICLR 2020 A Benchmark of Rule-Based and Neural Coreference Resolution in Dutch Novels and News COLING 2020 ABSent: Cross-Lingual Sentence Representation Mapping with Bidirectional GANs AAAI 2020 Abstract Constraints for Safe and Robust Robot Learning from Demonstration AAAI 2020