*: equal contribution


Exploring Recurrent Long-term Temporal Fusion for Multi-view 3D Perception

Chunrui Han, Jianjian Sun, Zheng Ge, Jinrong Yang, Runpei Dong, Hongyu Zhou, Weixin Mao, Yuang Peng, Xiangyu Zhang

Tech Report, Mar 2023

PDF  Code (coming soon)

CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP

Junbo Zhang, Runpei Dong, Kaisheng Ma

Tech Report, Mar 2023

PDF  Code (coming soon)

Region-aware Knowledge Distillation for Efficient Image-to-Image Translation

Linfeng Zhang, Xin Chen, Runpei Dong, Kaisheng Ma

Tech Report, Mar 2022

PDF  Code

Conference Papers

Contrast with Reconstruct: Contrastive 3D Representation Learning Guided by Generative Pretraining

Zekun Qi*, Runpei Dong*, Guofan Fan, Zheng Ge, Xiangyu Zhang, Kaisheng Ma, Li Yi

ICML 2023

PDF  Code

Autoencoders as Cross-Modal Teachers: Can Pretrained 2D Image Transformers Help 3D Representation Learning?

Runpei Dong, Zekun Qi, Linfeng Zhang, Junbo Zhang, Jianjian Sun, Zheng Ge, Li Yi, Kaisheng Ma

ICLR 2023

PDF  Code  OpenReview

PointDistiller: Structured Knowledge Distillation Towards Efficient and Compact 3D Detection

Linfeng Zhang*, Runpei Dong*, Hung-Shuo Tai, Kaisheng Ma

CVPR 2023

PDF  Code

CORSD: Class-Oriented Relational Self Distillation

Muzhou Yu, Sia Huat Tan, Kailu Wu, Runpei Dong, Linfeng Zhang, Kaisheng Ma



Contrastive Deep Supervision

Linfeng Zhang, Xin Chen, Junbo Zhang, Runpei Dong, Kaisheng Ma

ECCV 2022 Oral Presentation (2.7%)

PDF  Code

Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks

Runpei Dong*, Zhanhong Tan*, Mengdi Wu, Linfeng Zhang, Kaisheng Ma

ICML 2022 Spotlight Presentation

PDF  Code

Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention

Sia Huat Tan, Runpei Dong, Kaisheng Ma

BMVC 2021

PDF  Code

NN-Baton: DNN Workload Orchestration and Chiplet Granularity Exploration for Multichip Accelerators

Zhanhong Tan, Hongyu Cai, Runpei Dong, Kaisheng Ma

ISCA 2021