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)

JBNU-CCLab at SemEval-2022 Task 7: DeBERTa for Identifying Plausible Clarifications in Instructional Texts SemEval 2022 JCT at SemEval-2022 Task 4-A: Patronism Detection in Posts Written in English using Preprocessing Methods and various Machine Leaerning Methods SemEval 2022 Joint Classification and Trajectory Regression of Online Handwriting Using a Multi-Task Learning Approach WACV 2022 Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 2022 Joint Video Summarization and Moment Localization by Cross-Task Sample Transfer CVPR 2022 JSI at SemEval-2022 Task 1: CODWOE - Reverse Dictionary: Monolingual and cross-lingual approaches SemEval 2022 Karaoker: Alignment-free singing voice synthesis with speech training data Interspeech 2022 KDDIE at SemEval-2022 Task 11: Using DeBERTa for Named Entity Recognition SemEval 2022 KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022 Keep Me Updated! Memory Management in Long-term Conversations EMNLP 2022 Kernelized Few-Shot Object Detection With Efficient Integral Aggregation CVPR 2022 KESA: A Knowledge Enhanced Approach To Sentiment Analysis AACL 2022 KEViN: A Knowledge Enhanced Validity and Novelty Classifier for Arguments COLING 2022 Keypoint-Guided Optimal Transport with Applications in Heterogeneous Domain Adaptation NeurIPS 2022 Keyword Spotting with Synthetic Data using Heterogeneous Knowledge Distillation Interspeech 2022 KG-SP: Knowledge Guided Simple Primitives for Open World Compositional Zero-Shot Learning CVPR 2022 K-LITE: Learning Transferable Visual Models with External Knowledge NeurIPS 2022 Knowledge Capture and Replay for Continual Learning WACV 2022 Knowledge Distillation: Bad Models Can Be Good Role Models NeurIPS 2022 Knowledge Distillation Meets Few-Shot Learning: An Approach for Few-Shot Intent Classification Within and Across Domains ACL 2022 Knowledge Distillation with Reptile Meta-Learning for Pretrained Language Model Compression COLING 2022 Knowledge-Enhanced Self-Supervised Prototypical Network for Few-Shot Event Detection EMNLP 2022 Knowledge Extraction From Texts Based on Wikidata NAACL 2022 Knowledge-grounded Dialog State Tracking EMNLP 2022 Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding EMNLP 2022