Yang Cao 曹洋

Greetings! I'm Yang Cao, a Ph.D. student in HKUST supervised by Prof. Dan Xu.

Before that, I received my Master's Degree from Nankai University, supervised by Prof. Ming-Ming Cheng.

My recent research interests mainly focus on the topics which are interesting and have large application potential in the real world, like 3D vision, open-vocabulary perception and multi-modal learning, etc.

Constructive discussions and cooperations are welcome. Feel free to contact me via email.

Email  /  CV  /  Google Scholar  /  Twitter  /  Github  /  ORCID  /  LinkedIn

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Research
3DGS-DET: Empower 3D Gaussian Splatting with Boundary Guidance and Box-Focused Sampling for 3D Object Detection
Yang Cao*, Yuanliang Ju*, Dan Xu.
Arxiv, 2024 ( Top-5 in Hugging Face Daily Papers)
paper / code GitHub stars
CoDAv2: Collaborative Novel Object Discovery and Box-Guided Cross-Modal Alignment for Open-Vocabulary 3D Object Detection
Yang Cao, Yihan Zeng, Hang Xu, Dan Xu.
Arxiv, 2024
paper / talk / code GitHub stars
UNIT: Unifying Image and Text Recognition in One Vision Encoder
Yi Zhu, Yanpeng Zhou, Chunwei Wang, Yang Cao, Jianhua Han, Lu Hou, Hang Xu
NeurIPS, 2024
paper / code
CoDA: Collaborative Novel Box Discovery and Cross-modal Alignment for Open-vocabulary 3D Object Detection
Yang Cao, Yihan Zeng, Hang Xu, Dan Xu.
NeurIPS, 2023
paper / openreview / project / talk / code GitHub stars
FakeMix Augmentation Improves Transparent Object Detection
Yang Cao, Zhengqiang Zhang, Enze Xie, Qibin Hou, Kai Zhao, Xiangui Luo, Jian Tuo.
Preprint, 2022
paper / code
Contrast Prior and Fluid Pyramid Integration for RGBD Salient Object Detection
Jia-Xing Zhao*, Yang Cao*, Deng-Ping Fan*, Ming-Ming Cheng, Xuan-Yi Li, Le Zhang.

CVPR, 2019
paper / code
Integral Object Mining via Online Attention Accumulation
Peng-Tao Jiang, Qi-Bin Hou, Yang Cao, Ming-Ming Cheng, Yun-Chao Wei, Hong-Kai Xiong

ICCV, 2019
paper / code

EGNet: Edge Guidance Network for Salient Object Detection
Jia-Xing Zhao, Jiang-Jiang Liu, Deng-Ping Fan, Yang Cao, Ju-Feng Yang, Ming-Ming Cheng

ICCV, 2019
paper / code
E-measure: Enhanced-alignment Measure for Binary Foreground Map Evaluation
Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji
IJCAI, 2018
paper / code
Industry
Honours and Awards
Academic Service
Teaching

Thanks for the source codes from Zhenxing, Jon Barron, Aljaž Božič, XINTAO and Ekun.