Jieren (Jarin) Deng

Assistant Professor
Institute of Automation, Chinese Academy of Sciences
dengjieren2019@ia.ac.cn

About Me

I am a assitant professer at the Institute of Automation, Chinese Academy of Sciences.

Research Interests

Computer Vision and Robotics: embodied learning, object detection, robot manipulation
Machine Learning: incremental learning, transfer learning

News

[Sep. 2024] Our paper “Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection” is accepted to NeurIPS 2024.
[Aug. 2023] Our paper “Class incremental robotic pick-and-place via incremental few-shot object detection” is accepted to RAL.

Publications

NeurIPS 2024

Zero-shot Generalizable Incremental Learning for Vision-Language Object Detection

Jieren Deng, Haojian Zhang, Kun Ding, Jianhua Hu, Xingxuan Zhang, Yunkuan Wang

The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024.

PDF Code

RAL

Class incremental robotic pick-and-place via incremental few-shot object detection

Jieren Deng, Haojian Zhang, Jianhua Hu, Xingxuan Zhang, Yunkuan Wang

IEEE Robotics and Automation Letters, 2023.

PDF

Services

Conference Reviewers

NeurIPS 2024
ICLR 2025

Journal Reviewers

TCSVT

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