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

'10

'15

'20

'25

Papers (including subtopics)

On the Role of Neural Collapse in Transfer Learning ICLR 2022 On the Role of Pre-trained Language Models in Word Ordering: A Case Study with BART COLING 2022 On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets AAAI 2022 ON-TRAC Consortium Systems for the IWSLT 2022 Dialect and Low-resource Speech Translation Tasks ACL 2022 On Utilizing Constituent Language Resources to Improve Downstream Tasks in Hinglish EMNLP 2022 OpenAUC: Towards AUC-Oriented Open-Set Recognition NeurIPS 2022 Open Source Vizier: Distributed Infrastructure and API for Reliable and Flexible Blackbox Optimization AutoML 2022 OpenStance: Real-world Zero-shot Stance Detection CoNLL 2022 Open-Vocabulary Argument Role Prediction For Event Extraction EMNLP 2022 Open Vocabulary Electroencephalography-to-Text Decoding and Zero-Shot Sentiment Classification AAAI 2022 Opinion-based Relational Pivoting for Cross-domain Aspect Term Extraction ACL 2022 Opponent Modeling in Negotiation Dialogues by Related Data Adaptation NAACL 2022 Optimal Gradient Sliding and its Application to Optimal Distributed Optimization Under Similarity NeurIPS 2022 Optimal Representations for Covariate Shift ICLR 2022 Optimistic Linear Support and Successor Features as a Basis for Optimal Policy Transfer ICML 2022 Option Transfer and SMDP Abstraction with Successor Features IJCAI 2022 ORCA-WHISPER: An Automatic Killer Whale Sound Type Generation Toolkit Using Deep Learning Interspeech 2022 Orchestra: Unsupervised Federated Learning via Globally Consistent Clustering ICML 2022 Ortho-Shot: Low Displacement Rank Regularization With Data Augmentation for Few-Shot Learning WACV 2022 OST: Improving Generalization of DeepFake Detection via One-Shot Test-Time Training NeurIPS 2022 Outsourcing Training without Uploading Data via Efficient Collaborative Open-Source Sampling NeurIPS 2022 Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022 Overcoming The Spectral Bias of Neural Value Approximation ICLR 2022 OversampledML at SemEval-2022 Task 8: When multilingual news similarity met Zero-shot approaches SemEval 2022 Overview of the WANLP 2022 Shared Task on Propaganda Detection in Arabic EMNLP 2022