MEDICAL IMAGE UNDERSTANDING

Joint 2D-3D Breast Cancer Classification
[pdf] [bibTex]

2D Convolutional Neural Networks for 3D Digital Breast Tomosynthesis Classification
[pdf] [bibTex]

Translational Relevance of Performance of Deep Learning Models on Mammograms
[pdf] [bibTex]

GANai: Standardizing CT Images Using Generative Adversarial Network with Alternative Improvement 
​[pdf]​ [bibTex] [poster]

Automatic Hand Skeletal Shape Estimation from Radiographs 
​[pdf] [bibTex]

Radiomic Features of Lung Cancer and Their Dependency On Ct Image Acquisition Parameters 
[html] [bibTex]

IMAGE UNDERSTANDING BEYOND NORMAL SCALE

Galaxy Cluster Analysis Using Modern Deep Learning Techniques​

STREET SCENE UNDERSTANDING

Pedestrian Detection Via a Leg-Driven Physiology Framework 
​[pdf] [bibTex] [poster]

A Geometric Framework for Stop Sign Detection 
​[pdf] [bibTex]

POINT CLOUD ADVERSARIAL ATTACKS

Defense-PointNet: Protecting PointNet Against Adversarial Attacks​