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Ruiyi Zhang

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BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models

Mar 19, 2024
Rushi Qiang, Ruiyi Zhang, Pengtao Xie

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AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning

Mar 17, 2024
Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie

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BLO-SAM: Bi-level Optimization Based Overfitting-Preventing Finetuning of SAM

Mar 11, 2024
Li Zhang, Youwei Liang, Ruiyi Zhang, Amirhosein Javadi, Pengtao Xie

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Downstream Task Guided Masking Learning in Masked Autoencoders Using Multi-Level Optimization

Feb 28, 2024
Han Guo, Ramtin Hosseini, Ruiyi Zhang, Sai Ashish Somayajula, Ranak Roy Chowdhury, Rajesh K. Gupta, Pengtao Xie

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Towards Aligned Layout Generation via Diffusion Model with Aesthetic Constraints

Feb 07, 2024
Jian Chen, Ruiyi Zhang, Yufan Zhou, Changyou Chen

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Self-Debiasing Large Language Models: Zero-Shot Recognition and Reduction of Stereotypes

Feb 03, 2024
Isabel O. Gallegos, Ryan A. Rossi, Joe Barrow, Md Mehrab Tanjim, Tong Yu, Hanieh Deilamsalehy, Ruiyi Zhang, Sungchul Kim, Franck Dernoncourt

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Customization Assistant for Text-to-image Generation

Dec 05, 2023
Yufan Zhou, Ruiyi Zhang, Jiuxiang Gu, Tong Sun

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VaQuitA: Enhancing Alignment in LLM-Assisted Video Understanding

Dec 04, 2023
Yizhou Wang, Ruiyi Zhang, Haoliang Wang, Uttaran Bhattacharya, Yun Fu, Gang Wu

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