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Wan-Yi Lin

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Leveraging Foundation Models to Improve Lightweight Clients in Federated Learning

Nov 14, 2023
Xidong Wu, Wan-Yi Lin, Devin Willmott, Filipe Condessa, Yufei Huang, Zhenzhen Li, Madan Ravi Ganesh

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Text-driven Prompt Generation for Vision-Language Models in Federated Learning

Oct 09, 2023
Chen Qiu, Xingyu Li, Chaithanya Kumar Mummadi, Madan Ravi Ganesh, Zhenzhen Li, Lu Peng, Wan-Yi Lin

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Revisiting Image Classifier Training for Improved Certified Robust Defense against Adversarial Patches

Jun 22, 2023
Aniruddha Saha, Shuhua Yu, Arash Norouzzadeh, Wan-Yi Lin, Chaithanya Kumar Mummadi

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Defending Multimodal Fusion Models against Single-Source Adversaries

Jun 25, 2022
Karren Yang, Wan-Yi Lin, Manash Barman, Filipe Condessa, Zico Kolter

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Accelerating Road Sign Ground Truth Construction with Knowledge Graph and Machine Learning

Dec 04, 2020
Ji Eun Kim, Cory Henson, Kevin Huang, Tuan A. Tran, Wan-Yi Lin

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Crossing You in Style: Cross-modal Style Transfer from Music to Visual Arts

Sep 17, 2020
Cheng-Che Lee, Wan-Yi Lin, Yen-Ting Shih, Pei-Yi Patricia Kuo, Li Su

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Learning in Confusion: Batch Active Learning with Noisy Oracle

Sep 27, 2019
Gaurav Gupta, Anit Kumar Sahu, Wan-Yi Lin

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DeepBbox: Accelerating Precise Ground Truth Generation for Autonomous Driving Datasets

Aug 29, 2019
Govind Rathore, Wan-Yi Lin, Ji Eun Kim

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