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Tianhe Ren
I am currently working at The International Digital Economy Academy (IDEA) as Computer Vision Engineer, advised by Prof. Lei Zhang . In 2021, I got my bachelor's degree from MAC Lab in Xiamen University advised by
Associate Prof. Yiyi Zhou and Prof. Rongrong Ji. I'm primarily interested in researching vision foundation models, object detection and segmentation, and multi-modal learning. I'm also passionate about open-source projects in AI community.
The research work and open-source projects I'm involved in have garnered almost 20.0K stars on Github.
Email /
Google Scholar /
Resume /
Github /
ZhiHu
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Selected Research
See full list at Google Scholar. (* indicates equal contribution, † indicates corresponding author).
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Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection
Shilong Liu,
Zhaoyang Zeng,
Tianhe Ren,
Feng Li,
Hao Zhang,
Jie Yang,
Chunyuan Li,
Jianwei Yang,
Hang Su,
Jun Zhu,
Lei Zhang†
European Conference on Computer Vision (ECCV), 2024
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T-Rex2: Towards Generic Object Detection via Text-Visual Prompt Synergy
Qing Jiang,
Feng Li,
Zhaoyang Zeng,
Tianhe Ren,
Shilong Liu,
Lei Zhang†
European Conference on Computer Vision (ECCV), 2024
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Grounding DINO 1.5: Advance the "Edge" of Open-Set Object Detection
Tianhe Ren*,
Qing Jiang*,
Shilong Liu*,
Zhaoyang Zeng*,
Wenlong Liu,
Han Gao,
Hongjie Huang,
Zhengyu Ma,
Xiaoke Jiang,
Yihao Chen,
Yuda Xiong,
Hao Zhang,
Feng Li,
Peijun Tang,
Kent Yu,
Lei Zhang†
Tech report, May. 2024
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Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks
Tianhe Ren*,
Shilong Liu*,
Ailing Zeng,
Jing Lin,
Kunchang Li,
He Cao,
Jiayu Chen,
Xinyu Huang,
Yukang Chen,
Feng Yan,
Zhaoyang Zeng,
Hao Zhang,
Feng Li,
Jie Yang,
Hongyang Li,
Qing Jiang,
Lei Zhang†
International Conference on Computer Vision (ICCV) Demo Track, 2023
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Cheap and Quick: Efficient Vision-Language Instruction Tuning for Large Language Models
Gen Luo,
Yiyi Zhou,
Tianhe Ren,
Shengxin Chen,
Xiaoshuai Sun,
Rongrong Ji†
Conference on Neural Information Processing Systems (NeurIPS), 2023
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Detection Transformer with Stable Matching
Shilong Liu*,
Tianhe Ren*,
Jiayu Chen*,
Zhaoyang Zeng,
Hao Zhang,
Feng Li,
Hongyang Li,
Jun Huang,
Hang Su,
Jun Zhu,
Lei Zhang†
International Conference on Computer Vision (ICCV), 2023
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detrex: Benchmarking Detection Transformers
Tianhe Ren*,
Shilong Liu*,
Feng Li*,
Hao Zhang*,
Ailing Zeng,
Jie Yang,
Xingyu Liao,
Ding Jia,
Hongyang Li,
He Cao,
Jianan Wang,
Zhaoyang Zeng,
Xianbiao Qi,
Yuhui Yuan,
Jianwei Yang,
Lei Zhang†
Tech report, May. 2023
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You Only Segment Once: Towards Real-Time Panoptic Segmentation
Jie Hu,
Linyan Huang,
Tianhe Ren,
Shengchuan Zhang,
Rongrong Ji,
Liujuan Cao†,
Computer Vision and Pattern Recognition (CVPR), 2023
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Professional Services
Conference Reviewer:
European Conference on Computer Vision (ECCV), 2024.
Conference on Neural Information Processing Systems (NeurIPS), 2024.
Conference on Neural Information Processing Systems (NeurIPS) Datasets and Benchmarks Track, 2024.
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