2 papers
cs.CV2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization
Zuyu Zhang, Ning Chen, Yongshan Liu +2
Single Domain Generalization (SDG) aims to develop models capable of generalizing to unseen target domains using only one source domain, a task complicated by substantial domain sh…
cs.CL2023
Data-Free Distillation of Language Model by Text-to-Text Transfer
Zheyuan Bai, Xinduo Liu, Hailin Hu +3
Data-Free Knowledge Distillation (DFKD) plays a vital role in compressing the model when original training data is unavailable. Previous works for DFKD in NLP mainly focus on disti…