Yang Wang

I am a Master of Science in Computer Vision (MSCV) candidate at Carnegie Mellon University. My research interests lie in 3D computer vision, generative model and 3D reconstruction.

I obtained my Bachelor’s degree in Computer Science from the Turing class, Peking University. I am honored to be advised by Prof. He Wang and Prof. Jiajun Wu.

I am actively seeking for summer internships related to computer vision and machine learning.

Email / Github

experience

Carnegie Mellon University

Master of Science in Computer Vision

2024.8 - Present

Peking University

Bachelor of Science in Computer Science and Technology

2020.9 - 2024.6

selected publications

Under Review

Towards Robust Probabilistic Modeling on SO(3) via Rotation Laplace Distribution

Yingda Yin* , Jiangran Lyu* , Yang Wang , He Wang , and Baoquan Chen

Major Revision, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023

Bib PDF

@article{yin2023robust,
  title = {Towards Robust Probabilistic Modeling on SO(3) via Rotation Laplace Distribution},
  author = {Yin*, Yingda and Lyu*, Jiangran and Wang, Yang and Wang, He and Chen, Baoquan},
  journal = {Major Revision, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)},
  year = {2023}
}

Under Review

FG-NeRF: Flow-GAN based Probabilistic Neural Radiance Field for Independence-Assumption-Free Uncertainty Estimation

Songlin Wei* , Jiazhao Zhang* , Yang Wang , Fanbo Xiang , Hao Su , and He Wang

In Association for the Advancement of Artificial Intelligence (AAAI) , 2023

Bib PDF

@inproceedings{fg-nerf,
  title = {FG-NeRF: Flow-GAN based Probabilistic Neural Radiance Field for Independence-Assumption-Free Uncertainty Estimation},
  author = {Wei*, Songlin and Zhang*, Jiazhao and Wang, Yang and Xiang, Fanbo and Su, Hao and Wang, He},
  booktitle = {Association for the Advancement of Artificial Intelligence (AAAI)},
  year = {2023}
}

Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling

Yulin Liu* , Haoran Liu* , Yingda Yin* , Yang Wang , Baoquan Chen , and He Wang

In Computer Vision and Pattern Recognition (CVPR) , 2023

Bib HTML PDF Code

@inproceedings{liu2023delving,
  title = {Delving into Discrete Normalizing Flows on SO(3) Manifold for Probabilistic Rotation Modeling},
  author = {Liu*, Yulin and Liu*, Haoran and Yin*, Yingda and Wang, Yang and Chen, Baoquan and Wang, He},
  booktitle = {Computer Vision and Pattern Recognition (CVPR)},
  year = {2023},
}

A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation

Yingda Yin , Yang Wang , He Wang , and Baoquan Chen

In International Conference on Learning Representations (ICLR) , 2023

Bib HTML PDF Code

@inproceedings{yin2023laplaceinspired,
  title = {A Laplace-inspired Distribution on SO(3) for Probabilistic Rotation Estimation},
  author = {Yin, Yingda and Wang, Yang and Wang, He and Chen, Baoquan},
  booktitle = {International Conference on Learning Representations (ICLR)},
  year = {2023},
}