Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts

21 September 2020

Papers citing "Deep Learning Applied to Chest X-Rays: Exploiting and Preventing Shortcuts"

8 / 8 papers shown

Title
DEPICT: Diffusion-Enabled Permutation Importance for Image Classification Tasks Sarah Jabbour Gregory Kondas Ella Kazerooni Michael Sjoding David Fouhey Jenna Wiens FAtt DiffM 47 1 0 19 Jul 2024
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification Artem Abzaliev Humberto Pérez Espinosa Rada Mihalcea VLM 28 1 0 29 Apr 2024
Chroma-VAE: Mitigating Shortcut Learning with Generative Classifiers Wanqian Yang Polina Kirichenko Micah Goldblum A. Wilson DRL 30 10 0 28 Nov 2022
Fairness and robustness in anti-causal prediction Maggie Makar Alexander DÁmour OOD 36 10 0 20 Sep 2022
Disparate Censorship & Undertesting: A Source of Label Bias in Clinical Machine Learning Trenton Chang Michael Sjoding Jenna Wiens 22 11 0 01 Aug 2022
Distilling Model Failures as Directions in Latent Space Saachi Jain Hannah Lawrence Ankur Moitra A. Madry 23 90 0 29 Jun 2022
Do Feature Attribution Methods Correctly Attribute Features? Yilun Zhou Serena Booth Marco Tulio Ribeiro J. Shah FAtt XAI 33 132 0 27 Apr 2021
VLocNet++: Deep Multitask Learning for Semantic Visual Localization and Odometry Noha Radwan Abhinav Valada Wolfram Burgard 76 240 0 23 Apr 2018