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)

Z-LaVI: Zero-Shot Language Solver Fueled by Visual Imagination EMNLP 2022 ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization NeurIPS 2022 1213Li at SemEval-2021 Task 6: Detection of Propaganda with Multi-modal Attention and Pre-trained Models SemEval 2021 A Broad Study on the Transferability of Visual Representations With Contrastive Learning ICCV 2021 ACAV100M: Automatic Curation of Large-Scale Datasets for Audio-Visual Video Representation Learning ICCV 2021 Accumulative Poisoning Attacks on Real-time Data NeurIPS 2021 Achieving Forgetting Prevention and Knowledge Transfer in Continual Learning NeurIPS 2021 Achieving Linear Speedup with Partial Worker Participation in Non-IID Federated Learning ICLR 2021 A Closer Look at Few-Shot Crosslingual Transfer: The Choice of Shots Matters ACL 2021 A Computational Approach to Sign Language Understanding AAAI 2021 A Conditional Generative Matching Model for Multi-lingual Reply Suggestion EMNLP 2021 Active Curriculum Learning ACL 2021 ActiveEA: Active Learning for Neural Entity Alignment EMNLP 2021 Active Feature Selection for the Mutual Information Criterion AAAI 2021 Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation With an Application to Psoriatic Arthritis Radiographs WACV 2021 Active learning and negative evidence for language identification NAACL 2021 Active Learning for Rumor Identification on Social Media EMNLP 2021 Active Learning for Sequence Tagging with Deep Pre-trained Models and Bayesian Uncertainty Estimates EACL 2021 Actively Identifying Causal Effects with Latent Variables Given Only Response Variable Observable NeurIPS 2021 Actively Learning Concepts and Conjunctive Queries under ELr-Ontologies IJCAI 2021 ADA-AT/DT: An Adversarial Approach for Cross-Domain and Cross-Task Knowledge Transfer WACV 2021 AdaGCN: Adaboosting Graph Convolutional Networks into Deep Models ICLR 2021 AdapterFusion: Non-Destructive Task Composition for Transfer Learning EACL 2021 Adapting High-resource NMT Models to Translate Low-resource Related Languages without Parallel Data ACL 2021 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021