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

4

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

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Papers (including subtopics)

Kalman Bayesian Neural Networks for Closed-Form Online Learning AAAI 2023 KD-Zero: Evolving Knowledge Distiller for Any Teacher-Student Pairs NeurIPS 2023 Keep Skills in Mind: Understanding and Implementing Skills in Commonsense Question Answering IJCAI 2023 KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment ACL 2023 K-hop neighbourhood regularization for few-shot learning on graphs: A case study of text classification EACL 2023 KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection SemEval 2023 kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023 KnowComp Submission for WMT23 Sign Language Translation Task EMNLP 2023 KnowComp Submission for WMT23 Word-Level AutoCompletion Task EMNLP 2023 Knowdee at BLP-2023 Task 2: Improving Bangla Sentiment Analysis Using Ensembled Models with Pseudo-Labeling EMNLP 2023 Knowing What To Label for Few Shot Microscopy Image Cell Segmentation WACV 2023 Knowledge Amalgamation for Multi-Label Classification via Label Dependency Transfer AAAI 2023 Knowledge-Aware Federated Active Learning with Non-IID Data ICCV 2023 Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models ICCV 2023 Knowledge Combination To Learn Rotated Detection Without Rotated Annotation CVPR 2023 Knowledge Distillation Approach for Efficient Internal Language Model Estimation Interspeech 2023 Knowledge is a Region in Weight Space for Fine-tuned Language Models EMNLP 2023 Knowledge Transfer in Incremental Learning for Multilingual Neural Machine Translation ACL 2023 Know Where You’re Going: Meta-Learning for Parameter-Efficient Fine-Tuning ACL 2023 KoRC: Knowledge Oriented Reading Comprehension Benchmark for Deep Text Understanding ACL 2023 K-SHAP: Policy Clustering Algorithm for Anonymous Multi-Agent State-Action Pairs ICML 2023 KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 KYB General Machine Translation Systems for WMT23 EMNLP 2023 Label differential privacy and private training data release ICML 2023 Label Enhancement via Joint Implicit Representation Clustering IJCAI 2023