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Aadarsh Jha
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 23
Top Topics
Object Tracking
Deep Learning
Biomedical Images
Weakly Supervised
Top Venues
CoRR
DGM4MICCAI/DALI@MICCAI
ISBI
Medical Image Anal.
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Publications
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Ruida Zeng
,
Aadarsh Jha
,
Ashwin Kumar
,
Terry Luo
Cloud-Based Deep Learning: End-To-End Full-Stack Handwritten Digit Recognition.
CoRR
(2023)
Tianyuan Yao
,
Chang Qu
,
Jun Long
,
Quan Liu
,
Ruining Deng
,
Yuanhan Tian
,
Jiachen Xu
,
Aadarsh Jha
,
Zuhayr Asad
,
Shunxing Bao
,
Mengyang Zhao
,
Agnes B. Fogo
,
Bennett A. Landman
,
Haichun Yang
,
Catie Chang
,
Yuankai Huo
Compound Figure Separation of Biomedical Images: Mining Large Datasets for Self-supervised Learning.
CoRR
(2022)
Yuzhe Lu
,
Aadarsh Jha
,
Ruining Deng
,
Yuankai Huo
Contrastive learning meets transfer learning: a case study in medical image analysis.
Medical Imaging: Computer-Aided Diagnosis
(2022)
Tianyuan Yao
,
Yuzhe Lu
,
Jun Long
,
Aadarsh Jha
,
Zheyu Zhu
,
Zuhayr Asad
,
Haichun Yang
,
Agnes B. Fogo
,
Yuankai Huo
Glo-In-One: Holistic Glomerular Detection, Segmentation, and Lesion Characterization with Large-scale Web Image Mining.
CoRR
(2022)
Ruining Deng
,
Haichun Yang
,
Aadarsh Jha
,
Yuzhe Lu
,
Peng Chu
,
Agnes B. Fogo
,
Yuankai Huo
Map3D: Registration-Based Multi-Object Tracking on 3D Serial Whole Slide Images.
IEEE Trans. Medical Imaging
40 (7) (2021)
Mengyang Zhao
,
Aadarsh Jha
,
Quan Liu
,
Bryan A. Millis
,
Anita Mahadevan-Jansen
,
Le Lu
,
Bennett A. Landman
,
Matthew J. Tyska
,
Yuankai Huo
Faster Mean-shift: GPU-accelerated clustering for cosine embedding-based cell segmentation and tracking.
Medical Image Anal.
71 (2021)
Mengyang Zhao
,
Quan Liu
,
Aadarsh Jha
,
Ruining Deng
,
Tianyuan Yao
,
Anita Mahadevan-Jansen
,
Matthew J. Tyska
,
Bryan A. Millis
,
Yuankai Huo
VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning.
CoRR
(2021)
Yuzhe Lu
,
Aadarsh Jha
,
Yuankai Huo
Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis.
CoRR
(2021)
Quan Liu
,
Peter C. Louis
,
Yuzhe Lu
,
Aadarsh Jha
,
Mengyang Zhao
,
Ruining Deng
,
Tianyuan Yao
,
Joseph T. Roland
,
Haichun Yang
,
Shilin Zhao
,
Lee E. Wheless
,
Yuankai Huo
SimTriplet: Simple Triplet Representation Learning with a Single GPU.
CoRR
(2021)
Ruining Deng
,
Quan Liu
,
Shunxing Bao
,
Aadarsh Jha
,
Catie Chang
,
Bryan A. Millis
,
Matthew J. Tyska
,
Yuankai Huo
CaCL: Class-Aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns.
DGM4MICCAI/DALI@MICCAI
(2021)
Xing Li
,
Haichun Yang
,
Jiaxin He
,
Aadarsh Jha
,
Agnes B. Fogo
,
Lee E. Wheless
,
Shilin Zhao
,
Yuankai Huo
Beds: Bagging Ensemble Deep Segmentation For Nucleus Segmentation With Testing Stage Stain Augmentation.
ISBI
(2021)
Quan Liu
,
Isabella M. Gaeta
,
Mengyang Zhao
,
Ruining Deng
,
Aadarsh Jha
,
Bryan A. Millis
,
Anita Mahadevan-Jansen
,
Matthew J. Tyska
,
Yuankai Huo
Towards Annotation-free Instance Segmentation and Tracking with Adversarial Simulations.
CoRR
(2021)
Mengyang Zhao
,
Quan Liu
,
Aadarsh Jha
,
Ruining Deng
,
Tianyuan Yao
,
Anita Mahadevan-Jansen
,
Matthew J. Tyska
,
Bryan A. Millis
,
Yuankai Huo
VoxelEmbed: 3D Instance Segmentation and Tracking with Voxel Embedding based Deep Learning.
MLMI@MICCAI
(2021)
Tianyuan Yao
,
Chang Qu
,
Quan Liu
,
Ruining Deng
,
Yuanhan Tian
,
Jiachen Xu
,
Aadarsh Jha
,
Shunxing Bao
,
Mengyang Zhao
,
Agnes B. Fogo
,
Bennett A. Landman
,
Catie Chang
,
Haichun Yang
,
Yuankai Huo
Compound Figure Separation of Biomedical Images with Side Loss.
DGM4MICCAI/DALI@MICCAI
(2021)
Xing Li
,
Haichun Yang
,
Jiaxin He
,
Aadarsh Jha
,
Agnes B. Fogo
,
Lee E. Wheless
,
Shilin Zhao
,
Yuankai Huo
BEDS: Bagging ensemble deep segmentation for nucleus segmentation with testing stage stain augmentation.
CoRR
(2021)
Quan Liu
,
Peter C. Louis
,
Yuzhe Lu
,
Aadarsh Jha
,
Mengyang Zhao
,
Ruining Deng
,
Tianyuan Yao
,
Joseph T. Roland
,
Haichun Yang
,
Shilin Zhao
,
Lee E. Wheless
,
Yuankai Huo
SimTriplet: Simple Triplet Representation Learning with a Single GPU.
MICCAI (2)
(2021)
Quan Liu
,
Isabella M. Gaeta
,
Mengyang Zhao
,
Ruining Deng
,
Aadarsh Jha
,
Bryan A. Millis
,
Anita Mahadevan-Jansen
,
Matthew J. Tyska
,
Yuankai Huo
ASIST: Annotation-free synthetic instance segmentation and tracking by adversarial simulations.
Comput. Biol. Medicine
134 (2021)
Tianyuan Yao
,
Chang Qu
,
Quan Liu
,
Ruining Deng
,
Yuanhan Tian
,
Jiachen Xu
,
Aadarsh Jha
,
Shunxing Bao
,
Mengyang Zhao
,
Agnes B. Fogo
,
Bennett A. Landman
,
Catie Chang
,
Haichun Yang
,
Yuankai Huo
Compound Figure Separation of Biomedical Images with Side Loss.
CoRR
(2021)
Aadarsh Jha
,
Haichun Yang
,
Ruining Deng
,
Meghan E. Kapp
,
Agnes B. Fogo
,
Yuankai Huo
Instance Segmentation for Whole Slide Imaging: End-to-End or Detect-Then-Segment.
CoRR
(2020)
Ruining Deng
,
Haichun Yang
,
Aadarsh Jha
,
Yuzhe Lu
,
Peng Chu
,
Agnes B. Fogo
,
Yuankai Huo
Map3D: Registration Based Multi-Object Tracking on 3D Serial Whole Slide Images.
CoRR
(2020)
Ruining Deng
,
Quan Liu
,
Shunxing Bao
,
Aadarsh Jha
,
Catie Chang
,
Bryan A. Millis
,
Matthew J. Tyska
,
Yuankai Huo
CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns.
CoRR
(2020)
Quan Liu
,
Isabella M. Gaeta
,
Mengyang Zhao
,
Ruining Deng
,
Aadarsh Jha
,
Bryan A. Millis
,
Anita Mahadevan-Jansen
,
Matthew J. Tyska
,
Yuankai Huo
ASIST: Annotation-free synthetic instance segmentation and tracking for microscope video analysis.
CoRR
(2020)
Mengyang Zhao
,
Aadarsh Jha
,
Quan Liu
,
Bryan A. Millis
,
Anita Mahadevan-Jansen
,
Le Lu
,
Bennett A. Landman
,
Matthew J. Tyskac
,
Yuankai Huo
Faster Mean-shift: GPU-accelerated Embedding-clustering for Cell Segmentation and Tracking.
CoRR
(2020)