Dawen Cai

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 15

Top Topics

Weakly Supervised

Image Segmentation

Top Venues

Publications

Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Medical Image Segmentation. CoRR (2024)
Bin Duan, Yuzhang Shang, Dawen Cai, Yan Yan
Online Multi-spectral Neuron Tracing. CoRR (2024)
Logan Alexander Walker, Ye Li, Maggie Mcglothlin, Dawen Cai
A Comparison of Lossless Compression Methods in Microscopy Data Storage Applications: Microscopy compression comparison. ICSIM (2023)
Bin Duan, Jianfeng Cao, Wei Wang, Dawen Cai, Yan Yan
Cell Instance Segmentation VIA Multi-Scale Non-Local Correlation. ISBI (2023)
Sara Azzouz, Logan A. Walker, Alexandra Doerner, Kellie L. Geisel, Arianna K. Rodríguez Rivera, Ye Li, Douglas H. Roossien, Dawen Cai
Optimized Neuron Tracing Using Post Hoc Reanalysis. ISBI (2023)
Hao Ding, Changchang Sun, Hao Tang, Dawen Cai, Yan Yan
Few-shot Medical Image Segmentation with Cycle-resemblance Attention. WACV (2023)
Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan
MLP-GAN for Brain Vessel Image Segmentation. ICASSP (2023)
Logan A. Walker, Jennifer S. Williams, Ye Li, Douglas H. Roossien, Wei Jie Lee, Nigel S. Michki, Dawen Cai
nGauge: Integrated and Extensible Neuron Morphology Analysis in Python. Neuroinformatics 20 (3) (2022)
Bin Xie, Hao Tang, Bin Duan, Dawen Cai, Yan Yan
MLP-GAN for Brain Vessel Image Segmentation. CoRR (2022)
Hao Ding, Changchang Sun, Hao Tang, Dawen Cai, Yan Yan
Few-shot Medical Image Segmentation with Cycle-resemblance Attention. CoRR (2022)
Bin Duan, Logan A. Walker, Douglas H. Roossien, Fred Y. Shen, Dawen Cai, Yan Yan
Unsupervised Neural Tracing In Densely Labeled Multispectral Brainbow Images. ISBI (2021)
Yan Yan, Chenliang Xu, Dawen Cai, Jason J. Corso
A Weakly Supervised Multi-task Ranking Framework for Actor-Action Semantic Segmentation. Int. J. Comput. Vis. 128 (5) (2020)
Douglas H. Roossien, Benjamin V. Sadis, Yan Yan, John M. Webb, Lia Y. Min, Aslan S. Dizaji, Luke J. Bogart, Cristina Mazuski, Robert S. Huth, Johanna S. Stecher, Sriakhila Akula, Fred Y. Shen, Ye Li, Tingxin Xiao, Madeleine Vandenbrink, Jeff W. Lichtman, Takao K. Hensch, Erik D. Herzog, Dawen Cai
Multispectral tracing in densely labeled mouse brain with nTracer. Bioinform. 35 (18) (2019)
Yan Yan, Chenliang Xu, Dawen Cai, Jason J. Corso
Weakly Supervised Actor-Action Segmentation via Robust Multi-task Ranking. CVPR (2017)
Uygar Sümbül, Douglas H. Roossien, Dawen Cai, Fei Chen, Nicholas Barry, John P. Cunningham, Edward S. Boyden, Liam Paninski
Automated scalable segmentation of neurons from multispectral images. NIPS (2016)