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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Towards Universal Fake Image Detectors That Generalize Across Generative Models CVPR 2023
Fine-Tuned CLIP Models Are Efficient Video Learners CVPR 2023
Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait ACL 2023
Alexander Knox at SemEval-2023 Task 5: The comparison of prompting and standard fine-tuning techniques for selecting the type of spoiler needed to neutralize a clickbait SEMEVAL 2023
Measuring the Instability of Fine-Tuning ACL 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Limits of Model Selection under Transfer Learning COLT 2023
Comparing Self-Supervised Pre-Training and Semi-Supervised Training for Speech Recognition in Languages with Weak Language Models INTERSPEECH 2023
SAR: Generalization of Physiological Dexterity via Synergistic Action Representation RSS 2023
One Policy to Dress Them All: Learning to Dress People with Diverse Poses and Garments RSS 2023
On-the-Fly Feature Based Rapid Speaker Adaptation for Dysarthric and Elderly Speech Recognition INTERSPEECH 2023
Knowledge Combination To Learn Rotated Detection Without Rotated Annotation CVPR 2023
Stitchable Neural Networks CVPR 2023
The Effects of Input Type and Pronunciation Dictionary Usage in Transfer Learning for Low-Resource Text-to-Speech INTERSPEECH 2023
How Does Pretraining Improve Discourse-Aware Translation? INTERSPEECH 2023
BERTie Bott’s Every Flavor Labels: A Tasty Introduction to Semantic Role Labeling for Galician EMNLP 2023
Cross-Lingual Cross-Age Adaptation for Low-Resource Elderly Speech Emotion Recognition INTERSPEECH 2023
Improving Textless Spoken Language Understanding with Discrete Units as Intermediate Target INTERSPEECH 2023
Compositional Generalization in Spoken Language Understanding INTERSPEECH 2023
PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models CVPR 2023
A Parameter-Efficient Learning Approach to Arabic Dialect Identification with Pre-Trained General-Purpose Speech Model INTERSPEECH 2023
Whisper Features for Dysarthric Severity-Level Classification INTERSPEECH 2023
Deep Frequency Filtering for Domain Generalization CVPR 2023
Learning Conditional Attributes for Compositional Zero-Shot Learning CVPR 2023
ESPT: A Self-Supervised Episodic Spatial Pretext Task for Improving Few-Shot Learning AAAI 2023