Duong H. Le

Duong H. Le

AI Resident

VinAI Research

Biography

I’m a resident at VinAI Research under supervision of Dr. Binh-Son Hua. Before that, I obtained my bachelor’s degree from Ho Chi Minh City University of Technology, advised by Prof. Nam Thoai. I also had wonderful time working with Prof. David Hsu and Prof. Masaki Nakagawa during my internships at NUS and TUAT respectively.

Interests
  • Visual Reasoning
  • Efficient Deep Learning
Education

  • B.Eng. in Computer Science, 2020

    Ho Chi Minh City University of Technology

Recent Publications

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Duong H. Le*, Khoi D. Nguyen*, Khoi Nguyen, Quoc-Huy Tran, Rang Nguyen, Binh-Son Hua (2021). POODLE: Improving Few-shot Learning via Penalizing Out-of-Distribution Samples. In NeurIPS (2021).

Code

Duong H. Le, Binh-Son Hua (2020). Network Pruning that Matters: A Case Study on Retraining Variants. In ICLR (2021).

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Duong H. Le, Trung-Nhan Vo, Nam Thoai (2020). Paying more attention to snapshots of Iterative Pruning: Improving Model Compression via Ensemble Distillation. In BMVC (2020).

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