Yuzhe Lu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Locality Sensitive Hashing

Top Venues

IEEE Trans. Medical Imaging

Medical Imaging: Computer-Aided Diagnosis

Publications

Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri
Teaching Networks to Solve Optimization Problems. IEEE Access 12 (2024)
Yuzhe Lu, Xinran Liu, Andrea Soltoggio, Soheil Kolouri
SLoSH: Set Locality Sensitive Hashing via Sliced-Wasserstein Embeddings. WACV (2024)
Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph Campbell, Katia P. Sycara
Characterizing Out-of-Distribution Error via Optimal Transport. NeurIPS (2023)
Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph Campbell, Katia P. Sycara
Characterizing Out-of-Distribution Error via Optimal Transport. CoRR (2023)
Yuzhe Lu, Sungmin Hong, Yash Shah, Panpan Xu
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation. CoRR (2023)
Yuzhe Lu, Zhenlin Wang, Runtian Zhai, Soheil Kolouri, Joseph Campbell, Katia P. Sycara
Predicting Out-of-Distribution Error with Confidence Optimal Transport. CoRR (2023)
Xinran Liu, Yuzhe Lu, Ali Abbasi, Meiyi Li, Javad Mohammadi, Soheil Kolouri
Teaching Networks to Solve Optimization Problems. CoRR (2022)
Yuzhe Lu, Shusen Liu, Jayaraman J. Thiagarajan, Wesam Sakla, Rushil Anirudh
On-the-fly Object Detection using StyleGAN with CLIP Guidance. CoRR (2022)
Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo
Circle Representation for Medical Object Detection. IEEE Trans. Medical Imaging 41 (3) (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)
Xinran Liu, Yikun Bai, Yuzhe Lu, Andrea Soltoggio, Soheil Kolouri
Wasserstein Task Embedding for Measuring Task Similarities. CoRR (2022)
Yuzhe Lu, Haichun Yang, Zuhayr Asad, Zheyu Zhu, Tianyuan Yao, Jiachen Xu, Agnes B. Fogo, Yuankai Huo
Holistic Fine-grained GGS Characterization: From Detection to Unbalanced Classification. CoRR (2022)
Yuzhe Lu, Adam Perer
An Interactive Interpretability System for Breast Cancer Screening with Deep Learning. 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)
Yuzhe Lu, Kairong Jiang, Joshua A. Levine, Matthew Berger
Compressive Neural Representations of Volumetric Scalar Fields. Comput. Graph. Forum 40 (3) (2021)
Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo
Improve Global Glomerulosclerosis Classification with Imbalanced Data using CircleMix Augmentation. CoRR (2021)
Yuzhe Lu, Aadarsh Jha, Yuankai Huo
Contrastive Learning Meets Transfer Learning: A Case Study In Medical Image Analysis. CoRR (2021)
Ethan H. Nguyen, Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo
Circle Representation for Medical Object Detection. 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)
Yuzhe Lu, Haichun Yang, Zheyu Zhu, Ruining Deng, Agnes B. Fogo, Yuankai Huo
Improve global glomerulosclerosis classification with imbalanced data using CircleMix augmentation. Medical Imaging: Image Processing (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)
Yuzhe Lu, Kairong Jiang, Joshua A. Levine, Matthew Berger
Compressive Neural Representations of Volumetric Scalar Fields. CoRR (2021)
Yuzhe Lu, Xinran Liu, Andrea Soltoggio, Soheil Kolouri
SLOSH: Set LOcality Sensitive Hashing via Sliced-Wasserstein Embeddings. CoRR (2021)
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)
Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Ye Chen, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo
CircleNet: Anchor-free Detection with Circle Representation. CoRR (2020)
Zheyu Zhu, Yuzhe Lu, Ruining Deng, Haichun Yang, Agnes B. Fogo, Yuankai Huo
EasierPath: An Open-Source Tool for Human-in-the-Loop Deep Learning of Renal Pathology. iMIMIC/MIL3ID/LABELS@MICCAI (2020)
Xianhua Zeng, Shiyue Tong, Yuzhe Lu, Liming Xu, Zhiwei Huang
Adaptive Medical Image Deep Color Perception Algorithm. IEEE Access 8 (2020)
Haichun Yang, Ruining Deng, Yuzhe Lu, Zheyu Zhu, Ye Chen, Joseph T. Roland, Le Lu, Bennett A. Landman, Agnes B. Fogo, Yuankai Huo
CircleNet: Anchor-Free Glomerulus Detection with Circle Representation. MICCAI (4) (2020)
Zheyu Zhu, Yuzhe Lu, Ruining Deng, Haichun Yang, Agnes B. Fogo, Yuankai Huo
EasierPath: An Open-source Tool for Human-in-the-loop Deep Learning of Renal Pathology. CoRR (2020)