3 papers
cs.LG2026
NeuroPlastic: A Plasticity-Modulated Optimizer for Biologically Inspired Learning Dynamics
Douglas Jiang, Yuechen Wang, Jiayi Wang +3
Optimization algorithms are fundamental to modern deep learning, yet most widely used methods rely on update rules based primarily on local gradient statistics. We introduce NeuroP…
cs.CV2024
Progressive Multi-modal Conditional Prompt Tuning
Xiaoyu Qiu, Hao Feng, Yuechen Wang +2
Pre-trained vision-language models (VLMs) have shown remarkable generalization capabilities via prompting, which leverages VLMs as knowledge bases to extract information beneficial…
cs.CL2024
Cross-Lingual Transfer for Natural Language Inference via Multilingual Prompt Translator
Xiaoyu Qiu, Yuechen Wang, Jiaxin Shi +2
Based on multilingual pre-trained models, cross-lingual transfer with prompt learning has shown promising effectiveness, where soft prompt learned in a source language is transferr…