Runpei Dong is currently a second-year M.S. student in Computer Science at Xi’an Jiaotong University, supervised by Prof. Andrew C. Yao. He collaborates closely with Prof. Kaisheng Ma, and he is also working closely with Prof. Li Yi. Before that, he received his bachelor’s degree in Computer Science from Xidian University in 2021. His current research interests include self-supervised 2D, 3D, and multimodal representation learning like vision language.
Master Candidate in Computer Science, 2021 - 2024
Xi'an Jiaotong University
Bachelor in Computer Science, 2017 - 2021
*: equal contribution, the full list can be found here or Google Scholar
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP
Exploring Recurrent Long-term Temporal Fusion for Multi-view 3D Perception
Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining
Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?
PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection
Contrastive Deep Supervision
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks