Heng Zhang
Deep Learning R&D Engineer at ATERMES
Rennes, Brittany, France
Summary
👤
Senior🎓
Top SchoolHeng Zhang is a Deep Learning R&D Engineer and third-year PhD candidate at IRISA/INRIA Rennes, combining nine years of professional experience with academic research in object detection, multi-sensor fusion, active learning, and knowledge distillation. Employed at ATERMES since 2018, he brings applied, production-minded deep learning expertise to industrial projects while pursuing novel research under Profs. Elisa Fromont and Sébastien Lefèvre. Trained as an engineer at Télécom Saint-Étienne with a CS bachelor from Xidian University, he bridges rigorous academic methods and hands-on implementation. Known for a pragmatic approach to model compression and sensor fusion, he often focuses on making advanced research work reliably in real-world systems.
9 years of coding experience
Research Doctorate, Computer Science, Research Doctorate, Computer Science at Université de Rennes IBachelor's degree, Computer Science, Bachelor's degree, Computer Science at Xidian UniversityEngineer's degree, Computer Science, Engineer's degree, Computer Science at Télécom Saint-Etienne
Chinese, English, French
Github Skills (62)
average-precision10
webcam10
tensorrt10
image-recognition10
multibox10
detector10
localize10
darkflow10
object-recognition9
pytorch9
voc9
classify9
seq9
video-detection9
object-detection9
Programming languages (3)
Github contributions (5)
zhanghengdev/MutualGuide
Sep 2020 - Nov 2022
Localize to Classify and Classify to Localize: Mutual Guidance in Object Detection
Contributions:40 commits, 50 pushes, 1 branch in 2 years 2 months
pytorchknowledge-distillationdeep-learningobject-detectionguidance
ZHANGHeng19931123/img2emoji
Dec 2017 - Sep 2018
Contributions:31 commits, 26 pushes, 1 branch in 8 months
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