Haozhi Qi
Email: hqi AT berkeley.edu
Google Scholar
&
GitHub Profile
I am a third-year Ph.D. Student at UC Berkeley advised by
Prof. Yi Ma
and
Prof. Jitendra Malik
. I obtained my Bachelor's degree from Hong Kong University of Science and Technology (HKUST) advised by
Prof. Chi-Keung Tang
. I also spent two years in Microsoft Research Asia (MSRA) where I was a research intern advised by
Dr. Jifeng Dai
and
Dr. Yichen Wei
.
Publications
(* indicates equal contribution)
Deep Networks from the Principle of Rate Reduction
Kwan Ho Ryan Chan
,
Yaodong Yu
,
Chong You
,
Haozhi Qi
,
John Wright
,
Yi Ma
Tech report, arXiv, Oct. 2020
[Paper]
[Code]
Ours
GT
Learning Long-term Visual Dynamics with Region Proposal Interaction Networks
Haozhi Qi
,
Xiaolong Wang
,
Deepak Pathak
,
Yi Ma
,
Jitendra Malik
Tech report, arXiv, Aug. 2020
[Paper]
[Code]
[Website]
Deep Isometric Learning for Visual Recognition
Haozhi Qi
,
Chong You
,
Xiaolong Wang
,
Yi Ma
,
Jitendra Malik
International Conference on Machine Learning (
ICML
), 2020
[Paper]
[Code]
[Website]
[Video]
NeurVPS: Neural Vanishing Point Scanning via Conic Convolution
Yichao Zhou
,
Haozhi Qi
,
Jingwei Huang
,
Yi Ma
Neural Information Processing System (
NIPS
), 2019
[Paper]
[Code]
Learning to Reconstruct 3D Manhattan Wireframes from a Single Image
Yichao Zhou
,
Haozhi Qi
,
Yuexiang Zhai
,
Qi Sun
,
Zhili Chen
,
Li-Yi Wei
,
Yi Ma
International Conference on Computer Vision (
ICCV
), 2019 (
Oral, 4.3% acceptance rate
)
[Paper]
End-to-End Wireframe Parsing
Yichao Zhou
,
Haozhi Qi
,
Yi Ma
International Conference on Computer Vision (
ICCV
), 2019
[Paper]
[Code]
Deformable Convolutional Networks
Jifeng Dai
*,
Haozhi Qi
*,
Yuwen Xiong
*,
Yi Li
*,
Guodong Zhang
*,
Han Hu
,
Yichen Wei
International Conference on Computer Vision (
ICCV
), 2017 (
Oral, 2.1% acceptance rate
)
[Paper]
[Code]
Fully Convolutional Instance-aware Semantic Segmentation
Yi Li
*,
Haozhi Qi*
,
Jifeng Dai
, Xiangyang Ji,
Yichen Wei
Computer Vision and Pattern Recognition (
CVPR
), 2017 (
Spotlight, 8.0% acceptance rate
)
[Paper]
[Code]