Qifan Zhang

I am a Ph.D. student in the Department of Computer Science at the University of Texas at Dallas. My research primarily focuses on event cameras, hand-object detection, and computer vision-related problems. I am currently working as a research assistant in the Intelligent Robotics and Vision Lab under the supervision of Professor Yu Xiang. My current research interests include continual learning problems in image classification and segmentation, involving large vision model fine-tuning and knowledge distillation.

Recent News

• 2024: Served as a TA guiding the CAST-STEM Bridge Summer Camp, and our supervised Team of High School Students received the 2nd Prize CAST STAR Award.
• 2022:Participated in the DARPA PTG Demo Day 2022 at MIT.
• 2022: I joined the Intelligent Robotics and Vision Lab at the University of Texas at Dallas as a Ph.D. student.

• Continual Distillation Learning: An Empirical Study of Knowledge Distillation in Prompt-based Continual Learning
  Qifan Zhang, Yunhui Guo, Yu Xiang.
  In arXiv, 2024.
• HO-Cap: A Capture System and Dataset for 3D Reconstruction and Pose Tracking of Hand-Object Interaction
  Jikai Wang, Qifan Zhang, Yu-Wei Chao, Bowen Wen, Xiaohu Guo, Yu Xiang.
  In arXiv, 2024.
• CaptainCook4D: A dataset for understanding errors in procedural activities
  Rohith Peddi, Shivrat Arya, Bharath Challa, Likhitha Pallapothula, Akshay Vyas, Bhavya Gouripeddi, Jikai Wang, Qifan Zhang, Vasundhara Komaragiri, Eric Ragan, Nicholas Ruozzi, Yu Xiang, Vibhav Gogate.
  In NeurIPS, 2024.
• Blur-free low-light imaging with color and event cameras
  Nianyi Li, Jinwei Ye, Qifan Zhang, S Susan Young
  In Computational Imaging VI, 2021.
• Co-Calibration and Registration of Color and Event Cameras
  Qifan Zhang, Jinwei Ye, Philip Osteen, et al.
  In ARL-TR-9108, 2020.