Bridging the Domain Shift by Domain Adaptive Dictionary Learning
Hongyu Xu, Jingjing Zheng and Rama Chellappa. British Machine Vision Conference. BMVC 2015. Oral Presentation
CV
Education
- B.S. in Github, Github University, 2012
- M.S. in Jekyll, Github University, 2014
- Ph.D in Version Control Theory, Github University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Learning a Structured Dictionary for Video-based Face Recognition
Hongyu Xu, Jingjing Zheng, Azadeh Alavi and Rama Chellappa. IEEE Winter Conference on Applications of Computer Vision. WACV 2016.
Template Regularized Sparse Coding for Face Verification
Hongyu Xu, Jingjing Zheng, Azadeh Alavi and Rama Chellappa. International Conference on Pattern Recognition. ICPR 2016. Oral Presentation
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition
Navaneeth Bodla, Jingxiao Zheng, Hongyu Xu, Jun-Cheng Chen, Carlos Castillo and Rama Chellappa. IEEE Winter Conference on Applications of Computer Vision. WACV 2017.
Crystal Loss and Quality Pooling for Unconstrained Face Verification and Recognition
Rajeev Ranjan, Ankan Bansal, Hongyu Xu, Swami Sankaranarayanan, Jun-Cheng Chen, Carlos D. Castillo and Rama Chellappa. Arxiv Preprint. Tech Report with extended journal version.
Cross-Domain Visual Recognition via Domain Adaptive Dictionary Learning
Hongyu Xu, Jingjing Zheng, Azadeh Alavi and Rama Chellappa. Arxiv Preprint. Submitted to Image and Vision Computing (IVC).
Deep Regionlets for Object Detection
Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren, Navaneeth Bodla and Rama Chellappa. In Proceedings of European Conference on Computer Vision. ECCV 2018.
Thresholded Features with Sparse Support Recovery
Hongyu Xu*, Zhangyang Wang*, Haichuan Yang, Ding Liu and Ji Liu. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT). (* equal contribution)
A Fast and Accurate System for Face Detection, Identification, and Verification
Rajeev Ranjan, Ankan Bansal, Jingxiao Zheng, Hongyu Xu, Joshua Gleason, Boyu Lu, Anirudh Nanduri, Jun-Cheng Chen, Carlos D. Castillo and Rama Chellappa. IEEE Transactions on Biometrics, Behavior, and Identity Science (TBIOM).
Delving into Robust Object Detection from Unmanned Aerial Vehicles: A Deep Nuisance Disentanglement Approach
Zhenyu Wu, Karthik Suresh, Priya Narayanan, Hongyu Xu, Heesung Kwon and Zhangyang Wang. In International Conference on Computer Vision. ICCV 2019.
Deep Regionlets: Blended Representation and Deep Learning for Generic Object Detection
Hongyu Xu, Xutao Lv, Xiaoyu Wang, Zhou Ren and Rama Chellappa. IEEE Transactions on Pattern Analysis and Machine Intelligence. TPAMI.
RoomDreamer: Text-Driven 3D Indoor Scene Synthesis with Coherent Geometry and Texture
Liangchen Song, Liangliang Cao, Hongyu Xu, Kai Kang, Feng Tang, Junsong Yuan, Yang Zhao. In the Association for Computing Machinery annual conference on multimedia. ACM Multimedia 2023.
Talks
Deep Regionlets for Object Detection
Presentation at Intern Final Presentation at Snap Research, Snap HQ, Venice, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams