Yanqi Bao is currently a PhD student of the Department of Computer Science and Technology in Nanjing University and a member of R&L Group, led by professor Yang Gao and Jing Huo. Yanqi Bao received his Bachelor degree in June 2019 from North University of China and Master degree in June 2021 from Northeastern University. Beginning September 2024, I will be engaging in a one-year academic visiting fellowship at City University of Hong Kong supervised by Professor Jing Liao.

My research interest includes computer vision and computer graphics. Particularly in Few-Shot Semantic Segmentation, Multimodal Perception 3D Gaussian Splatting and Neural Radiance Fields

🔥 News

• 2024.11:  🎉🎉 Distractor-free Generalizable 3D Gaussian Splatting is released. Project
• 2024.09:  🎉🎉 I have commenced a one-year visiting research position at City University of Hong Kong.
• 2024.09:  🎉🎉 I was invited to become reviewers in ICLR 2025, AISTATS 2025, ICASSP 2025, WACV 2025.
• 2024.07:  🎉🎉 3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities is released. Project
• 2024.05:  🎉🎉 One paper on Zero-Shot Video Editing is released.
• 2024.04:  🎉🎉 One paper on Few-Shot Semantic Segmentation selected as an ESI Highly Cited Paper.
• 2024.04:  🎉🎉 One paper on Multimodal Perception selected as an ESI Highly Cited Paper.
• 2024.01:  🎉🎉 One paper on Neural Radiance Fields (NeRF) is accepted to ICLR 2024.
• 2023.07:  🎉🎉 One paper on Neural Radiance Fields (NeRF) is accepted to ACM MM 2023.
• 2023.05:  🎉🎉 One paper on Few-Shot Semantic Segmentation is accepted to IEEE Transactions on Instrumentation and Measurement.
• 2023.04:  🎉🎉 One paper on Multimodal Perception is accepted to IEEE/ASME Transactions on Mechatronics.
• 2022.08:  🎉🎉 One paper on Few-Shot Semantic Segmentation is accepted to BMVC 2022 Oral.
• 2022.03:  🎉🎉 One paper on Few-Shot Semantic Segmentation is accepted to CVPR 2022.
• 2021.08:  🎉🎉 One paper on Multimodal Perception is accepted to IEEE Transactions on Circuits and Systems for Video Technology.
• 2021.05:  🎉🎉 One paper on Few-Shot Semantic Segmentation is accepted to IEEE Transactions on Instrumentation and Measurement.

📝 Publications

• Yanqi Bao, Jing Liao, Jing Huo, Yang Gao.
  Distractor-free Generalizable 3D Gaussian Splatting.
  In: arXiv:2411.17605.
  [Project].

• Yanqi Bao, Tianyu Ding, Jing Huo, Yaoli Liu, Yuxin Li, Wenbin Li, Yang Gao, Jiebo Luo.
  3D Gaussian Splatting: Survey, Technologies, Challenges, and Opportunities.
  In: arXiv:2407.17418.
  [Project].

• Lianghan Zhu, Yanqi Bao^*, Jing Huo, Jing Wu, Yu-Kun Lai, Wenbin Li, Yang Gao.
  Zero-Shot Video Editing through Adaptive Sliding Score Distillation.
  In: arXiv:2406.04888.
  [Project].

• Yanqi Bao, Tianyu Ding, Jing Huo, Wenbin Li, Yuxin Li, Yang Gao
  InsertNeRF: Instilling Generalizability into NeRF with HyperNet Modules.
  In: ICLR 2024.
  [Code].

• Yanqi Bao, Yuxin Li, Jing Huo, Tianyu Ding, Xinyue Liang, Wenbin Li, Yang Gao
  Where and how: Mitigating confusion in neural radiance fields from sparse inputs.
  In: ACM MM 2023.
  [Code].

• Lei Zhang, Jie Liu, Yanqi Bao, Jie Wang
  Region-Awared Transformer with Asymmetric Loss in Multi-Label Classification.
  In: ICASSP 2023.

• Kechen Song, Yanqi Bao, Han Wang, Liming Huang, Yunhui Yan
  A potential vision-based measurements technology: Information flow fusion detection method using RGB-thermal infrared images.
  In: IEEE Transactions on Instrumentation and Measurement.

• Jie Liu, Yanqi Bao*, Wenzhe Yin, Haochen Wang, Yang Gao, Jan-Jakob Sonke, Efstratios Gavves
  Few-shot semantic segmentation with support-induced graph convolutional network.
  In: BMVC 2022 Oral.

• Kechen Song, Jie Wang, Yanqi Bao, Liming Huang, Yunhui Yan
  A novel visible-depth-thermal image dataset of salient object detection for robotic visual perception.
  In: IEEE/ASME Transactions on Mechatronics.
  [Dataset].

• Jie Liu, Yanqi Bao*, Guo-Sen Xie, Huan Xiong, Jan-Jakob Sonke, Efstratios Gavves
  Dynamic prototype convolution network for few-shot semantic segmentation.
  In: CVPR 2022.

• Yanqi Bao, Kechen Song, Jie Wang, Liming Huang, Hongwen Dong, Yunhui Yan
  A novel visible-depth-thermal image dataset of salient object detection for robotic visual perception.
  In: Journal of Visual Communication and Image Representation.
  [Code].

• Jie Wang, Kechen Song, Yanqi Bao, Liming Huang, Yunhui Yan
  CGFNet: Cross-guided fusion network for RGB-T salient object detection.
  In: IEEE Transactions on Circuits and Systems for Video Technology.

• Yanqi Bao, Kechen Song, Jie Liu, Yanyan Wang, Yunhui Yan, Han Yu, Xingjie Li
  Triplet-graph reasoning network for few-shot metal generic surface defect segmentation.
  In: IEEE Transactions on Instrumentation and Measurement.
  [Code].

🎖 Honors and Awards

• 2023.10 Scholarship in Nanjing University.

🎈 Services

• Reviewer for CVPR, NIPS, ICLR, ICML etc.
• Reviewer for TNNLS, TCYB, TOMM etc.

💬 Invited Talks

• 2023.07, CGCKD 2024, Xiamen, China.