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Career

· Research Intern, Berkeley Artificial Intelligence Research (BAIR)2021–

Publications (25)

Interpreting CNN knowledge via an Explanatory Graph
AAAI Conference on Artificial Intelligence · 2017
252
cited
Joint Prostate Cancer Detection and Gleason Score Prediction in mp-MRI via FocalNet
IEEE Transactions on Medical Imaging · 2019
194
cited
Deep transfer learning-based prostate cancer classification using 3 Tesla multi-parametric MRI
Abdominal Radiology · 2018
82
cited
Growing Interpretable Part Graphs on ConvNets via Multi-Shot Learning
AAAI Conference on Artificial Intelligence · 2016
73
cited
Extraction of an Explanatory Graph to Interpret a CNN
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2020
30
cited
Performance of Deep Learning and Genitourinary Radiologists in Detection of Prostate Cancer Using 3‐T Multiparametric Magnetic Resonance Imaging
Journal of Magnetic Resonance Imaging · 2021
30
cited
Prostate Cancer Detection and Segmentation in Multi-parametric MRI via CNN and Conditional Random Field
IEEE International Symposium on Biomedical Imaging · 2019
29
cited
Mining Object Parts from CNNs via Active Question-Answering
Computer Vision and Pattern Recognition · 2017
26
cited
Dynamic Structured Illumination Microscopy with a Neural Space-time Model
International Conference on Computational Photography · 2022
20
cited
Interactively Transferring CNN Patterns for Part Localization
arXiv.org · 2017
16
cited
Noise2Image: Noise-Enabled Static Scene Recovery for Event Cameras
Optica · 2024
16
cited
Mining Interpretable AOG Representations From Convolutional Networks via Active Question Answering
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2018
14
cited
Self-calibrated 3D differential phase contrast microscopy with optimized illumination.
Biomedical Optics Express · 2022
9
cited
Prostate Cancer Inference via Weakly-Supervised Learning using a Large Collection of Negative MRI
2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) · 2019
8
cited
Space-time reconstruction for lensless imaging using implicit neural representations.
Optics Express · 2024
5
cited
Explanatory Graphs for CNNs
arXiv.org · 2018
4
cited
Knowledge Via An Explanatory Graph
2017
2
cited
Speckle flow structured illumination microscopy for dynamic super-resolution imaging
BiOS · 2023
2
cited
Multi-Shot Mining Semantic Part Concepts in CNNs
arXiv.org · 2016
1
cited
3D Differential Phase Contrast Microscopy with Axial Motion Deblurring
Imaging and Applied Optics Congress · 2020
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Ruiming Cao | Researcher Profile | Sotabase | Sotabase