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This is James Liao, former Outstanding Youth of the year at NTUST. I am currently working on a M.S. degree of computer science at National Tsing Hua University, supervised by Professor Shang-Hong Lai. If you feel like knowing me better, this is my linkedin account and instagram account.

🖥 My research topics:

  • Muti-object tracking (MOT)
  • Multi-camera MOT
  • Re-identification

😎 My WORKING EXPERIENCE:

  • AI engineer, MediaTek (RDSS)
  • Research Assistant, Acedemia sinica (CVML LAB)
  • AI engineer, TSMC (MTRDP)

🤙 My publications and awards:

  • ROBUST MULTI-OBJECT TRACKING WITH SPATIAL UNCERTAINTY (ICASSP2023 Oral)
  • AI Accelerators Certificate of Excellent Performance (issued by Dr. H. T. Kung, Harvard University)
  • AI CUP 2021 (won innovation award and excellent award)
  • Kaggle IoT Data Analytics : Traffic prediction (won second place)

廖品捷's Projects

bytetrack icon bytetrack

ByteTrack: Multi-Object Tracking by Associating Every Detection Box

conformer icon conformer

PyTorch implementation of "Conformer: Convolution-augmented Transformer for Speech Recognition" (INTERSPEECH 2020)

deeplearning-500-questions icon deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deformable-detr icon deformable-detr

Deformable DETR: Deformable Transformers for End-to-End Object Detection.

gnn-cca icon gnn-cca

DGL implementation of GNN-CCA: Graph Neural Networks for Cross-Camera Data Association [arXiv:2201.06311]

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