Implicit Neural Image Field for Biological Microscopy Image Compression

1 code implementation • 29 May 2024 • Gaole Dai, Cheng-Ching Tseng, Qingpo Wuwu, Rongyu Zhang, Shaokang Wang, Ming Lu, Tiejun Huang, Yu Zhou, Ali Ata Tuz, Matthias Gunzer, Jianxu Chen, Shanghang Zhang

The rapid pace of innovation in biological microscopy imaging has led to large images, putting pressure on data storage and impeding efficient sharing, management, and visualization.

MoEC: Mixture of Experts Implicit Neural Compression

no code implementations • 3 Dec 2023 • Jianchen Zhao, Cheng-Ching Tseng, Ming Lu, Ruichuan An, Xiaobao Wei, He Sun, Shanghang Zhang

However, manually designing the partition scheme for a complex scene is very challenging and fails to jointly learn the partition and INRs.

Data Compression

QD-BEV : Quantization-aware View-guided Distillation for Multi-view 3D Object Detection

no code implementations • ICCV 2023 • Yifan Zhang, Zhen Dong, Huanrui Yang, Ming Lu, Cheng-Ching Tseng, Yuan Du, Kurt Keutzer, Li Du, Shanghang Zhang

Multi-view 3D detection based on BEV (bird-eye-view) has recently achieved significant improvements.

3D Object Detection Model Compression +2