Nicholas Konz

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 24

Top Topics

Reverse Engineer

Diffusion Models

Top Venues

Medical Image Anal.

Publications

Yuwen Chen, Nicholas Konz, Hanxue Gu, Haoyu Dong, Yaqian Chen, Lin Li, Jisoo Lee, Maciej A. Mazurowski
ContourDiff: Unpaired Image Translation with Contour-Guided Diffusion Models. CoRR (2024)
Nicholas Konz, Maciej A. Mazurowski
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images. CoRR (2024)
Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski
Medical Image Segmentation with InTEnt: Integrated Entropy Weighting for Single Image Test-Time Adaptation. CoRR (2024)
Nicholas Konz, Maciej A. Mazurowski
The Effect of Intrinsic Dataset Properties on Generalization: Unraveling Learning Differences Between Natural and Medical Images. ICLR (2024)
Nicholas Konz, Yuwen Chen, Haoyu Dong, Maciej A. Mazurowski
Anatomically-Controllable Medical Image Generation with Segmentation-Guided Diffusion Models. CoRR (2024)
Nicholas Konz, Yuwen Chen, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski
Rethinking Perceptual Metrics for Medical Image Translation. CoRR (2024)
Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang
Segment Anything Model for Medical Image Analysis: an Experimental Study. CoRR (2023)
Nicholas Konz, Charles Godfrey, Madelyn Shapiro, Jonathan Tu, Henry Kvinge, Davis Brown
Attributing Learned Concepts in Neural Networks to Training Data. CoRR (2023)
Nicholas Konz, Haoyu Dong, Maciej A. Mazurowski
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion. Medical Image Anal. 87 (2023)
Nicholas Konz, Maciej A. Mazurowski
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images. CoRR (2023)
Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge
Understanding the Inner-workings of Language Models Through Representation Dissimilarity. EMNLP (2023)
Davis Brown, Charles Godfrey, Nicholas Konz, Jonathan Tu, Henry Kvinge
Understanding the Inner Workings of Language Models Through Representation Dissimilarity. CoRR (2023)
Longfei Zhou, Lin Zhang, Nicholas Konz
Computer Vision Techniques in Manufacturing. IEEE Trans. Syst. Man Cybern. Syst. 53 (1) (2023)
Maciej A. Mazurowski, Haoyu Dong, Hanxue Gu, Jichen Yang, Nicholas Konz, Yixin Zhang
Segment anything model for medical image analysis: An experimental study. Medical Image Anal. 89 (2023)
Haoyu Dong, Yifan Zhang, Hanxue Gu, Nicholas Konz, Yixin Zhang, Maciej A. Mazurowski
SWSSL: Sliding Window-Based Self-Supervised Learning for Anomaly Detection in High-Resolution Images. IEEE Trans. Medical Imaging 42 (12) (2023)
Hanxue Gu, Haoyu Dong, Nicholas Konz, Maciej A. Mazurowski
A systematic study of the foreground-background imbalance problem in deep learning for object detection. CoRR (2023)
Nicholas Konz, Maciej A. Mazurowski
Reverse Engineering Breast MRIs: Predicting Acquisition Parameters Directly from Images. MIDL (2023)
Shixing Cao, Nicholas Konz, James Duncan, Maciej A. Mazurowski
Deep Learning for Breast MRI Style Transfer with Limited Training Data. CoRR (2023)
Nicholas Konz, Haoyu Dong, Maciej A. Mazurowski
Unsupervised anomaly localization in high-resolution breast scans using deep pluralistic image completion. CoRR (2023)
Shixing Cao, Nicholas Konz, James S. Duncan, Maciej A. Mazurowski
Deep Learning for Breast MRI Style Transfer with Limited Training Data. J. Digit. Imaging 36 (2) (2023)
Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski
The Intrinsic Manifolds of Radiological Images and their Role in Deep Learning. CoRR (2022)
Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski
Lightweight Transformer Backbone for Medical Object Detection. CaPTion@MICCAI (2022)
Nicholas Konz, Hanxue Gu, Haoyu Dong, Maciej A. Mazurowski
The Intrinsic Manifolds of Radiological Images and Their Role in Deep Learning. MICCAI (8) (2022)
Yifan Zhang, Haoyu Dong, Nicholas Konz, Hanxue Gu, Maciej A. Mazurowski
REPLICA: Enhanced Feature Pyramid Network by Local Image Translation and Conjunct Attention for High-Resolution Breast Tumor Detection. CoRR (2021)