System-level time computation and representation in the suprachiasmatic nucleus revealed by large-scale calcium imaging and machine learning.

Zichen Wang, Jing Yu, Muyue Zhai, Zehua Wang, Kaiwen Sheng, Yu Zhu, Tianyu Wang, Mianzhi Liu, Lu Wang, Miao Yan, Jue Zhang, Ying Xu, Xianhua Wang, Lei Ma*, Wei Hu* & Heping Cheng*. 

Cell Research

A Bayesian Approach Toward Robust Multidimensional Ellipsoid-Specific Fitting.

Mingyang Zhao , Xiaohong Jia* , Lei Ma , Yuke Shi, Jingen Jiang, Qizhai Li, Dong-Ming Yan , and Tiejun Huang.

IEEE Transactions on Pattern Analysis and Machine Intelligence

Optimization-Based Pairwise Interaction Point Process (O-PIPP): A Precise and Universal Retinal Mosaic Modeling Approach.

Liuyuan He, Wenyao Wang, Lei Ma*, Tiejun Huang.

Investigative Ophthalmology & Visual Science

Coherent chord computation and cross ratio for accurate ellipse detection.

Mingyang Zhao, Xiaohong Jia∗, Lei Ma∗ , Li-Ming Hu, Dong-Ming Yan

Pattern Recognition

Light Flickering Guided Reflection Removal.

Yuchen Hong, Yakun Chang, Jinxiu Liang, Lei Ma*, Tiejun Huang & Boxin Shi

Int J Comput Vis.(IJCV) 2024

PRTGS: Precomputed Radiance Transfer of Gaussian Splats for Real-Time High-Quality Relighting.

Yijia Guo, Yuanxi Bai, Liwen Hu, Guo Ziyi, Mianzhi Liu, Yu Cai, Tiejun Huang, Lei Ma*

ACM Int Conf Multimedia.(MM) 2024

Learning to Robustly Reconstruct Dynamic Scenes from Low-light Spike Streams.

Liwen Hu, Ziluo Ding, Mianzhi Liu, Lei Ma*, Tiejun Huang

ECCV2024

Correspondence-Free Non-Rigid Point Set Registration Using Unsupervised Clustering Analysis.

Mingyang Zhao, Jingen Jiang, Lei Ma*, Shiqing Xin, Gaofeng Meng, Dong-Ming Yan.

CVPR 2024 Highlight

SCSim: A Realistic Spike Cameras Simulator.

Liwen Hu, Lei Ma*, Yijia Guo, Tiejun Huang

ICME 2024 (Oral)

Spike-NeRF: Neural Radiance Field Based On Spike Camera.

Yijia Guo, Yuanxi Bai, Liwen Hu, Mianzhi Liu, Ziyi Guo, Lei Ma*

ICME 2024 (Oral)

ShapeMamba-EM: Fine-Tuning Foundation Model with Local Shape Descriptors and Mamba Blocks for 3D EM Image Segmentation.

Ruohua Shi, Qiufan Pang, Lei Ma, Lingyu Duan, Tiejun Huang & Tingting Jiang

MICCAI 2024

Unsupervised Optical Flow Estimation with Dynamic Timing Representation for Spike Camera.

Lujie Xia, Ziluo Ding, Rui Zhao, Jiyuan Zhang, Lei Ma, Zhaofei Yu, Tiejun Huang, Ruiqin Xiong

NIPS 2024

Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias.

Zhongwei Wan, Che Liu, Mi Zhang, Jie Fu, Benyou Wang, Sibo Cheng, Lei Ma, César Quilodrán-Casas, Rossella Arcucci

NIPS 2024

Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective.

Shenghao Xie, Wenqiang Zu, Mingyang Zhao, Duo Su, Shilong Liu, Ruohua Shi, Guoqi Li, Shanghang Zhang, Lei Ma

arXiv preprint arXiv:2410.22217