Christopher M. Trombley

Publication Activity (10 Years)

Years Active: 2020-2022
Publications (10 Years): 5

Top Topics

Weakly Supervised

Unsupervised Learning

Lesion Detection

Top Venues

Publications

Christopher M. Trombley, Sumit Kumar Das, Dan O. Popa
Dynamic-GAN: Learning Spatial-Temporal Attention for Dynamic Object Removal in Feature Dense Environments. IROS (2022)
Christopher M. Trombley, Mehmet Akif Gulum, Merve Ozen, Enes Esen, Melih Aksamoglu, Mehmed M. Kantardzic
Evaluating Uncertainty-Based Deep Learning Explanations for Prostate Lesion Detection. MLHC (2022)
Mehmet Akif Gulum, Christopher M. Trombley, Merve Ozen, Mehmed M. Kantardzic
Are Post-Hoc Explanation Methods for Prostate Lesion Detection Effective for Radiology End Use? ICMLA (2022)
Mehmet Akif Gulum, Christopher M. Trombley, Mehmed M. Kantardzic
Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion. CBMS (2021)
Mehmet A. Gulum, Christopher M. Trombley, Mehmed M. Kantardzic
Multiple Interpretations Improve Deep Learning Transparency for Prostate Lesion Detection. Poly/DMAH@VLDB (2020)