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

3

2

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12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation ICML 2023 Analysis of Transfer Learning for Named Entity Recognition in South-Slavic Languages EACL 2023 Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast ACL 2023 Analyzing Subjectivity Using a Transformer-Based Regressor Trained on Naïve Speakers’ Judgements ACL 2023 Analyzing Transformers in Embedding Space ACL 2023 Analyzing Zero-Shot transfer Scenarios across Spanish variants for Hate Speech Detection EACL 2023 An ASR-enabled Reading Tutor: Investigating Feedback to Optimize Interaction for Learning to Read Interspeech 2023 An Auxiliary Task Boosted Multi-task Learning Method for Service Account Retrieval with Limited Human Annotation EMNLP 2023 Ancestor Search: Generalized Open Set Recognition via Hyperbolic Side Information Learning WACV 2023 Anchoring Fine-tuning of Sentence Transformer with Semantic Label Information for Efficient Truly Few-shot Classification EMNLP 2023 Anchor Sampling for Federated Learning with Partial Client Participation ICML 2023 An Effective and Efficient Time-aware Entity Alignment Framework via Two-aspect Three-view Label Propagation IJCAI 2023 An Erudite Fine-Grained Visual Classification Model CVPR 2023 A Neural Span-Based Continual Named Entity Recognition Model AAAI 2023 A New Dataset and Empirical Study for Sentence Simplification in Chinese ACL 2023 An Extensible Multi-modal Multi-task Object Dataset with Materials ICLR 2023 Annealing-Based Label-Transfer Learning for Open World Object Detection CVPR 2023 Annotating PubMed Abstracts with MeSH Headings using Graph Neural Network EACL 2023 An Online Presentation Slide Assessment System Using Visual and Semantic Segmentation Features AAAI 2023 A Non-parametric View of FedAvg and FedProx:Beyond Stationary Points JMLR 2023 AntContentTech at SemEval-2023 Task 6: Domain-adaptive Pretraining and Auxiliary-task Learning for Understanding Indian Legal Texts SemEval 2023 Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation WACV 2023 AnyTeleop: A General Vision-Based Dexterous Robot Arm-Hand Teleoperation System RSS 2023 A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model Interspeech 2023 A Partially-Supervised Reinforcement Learning Framework for Visual Active Search NeurIPS 2023