Sumedha Singla

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 14

Top Topics

Vessel Enhancement

Causal Reasoning

Top Venues

Medical Image Anal.

Publications

Sumedha Singla, Nihal Murali, Forough Arabshahi, Sofia Triantafyllou, Kayhan Batmanghelich
Augmentation by Counterfactual Explanation -Fixing an Overconfident Classifier. WACV (2023)
Sumedha Singla, Motahhare Eslami, Brian Pollack, Stephen Wallace, Kayhan Batmanghelich
Explaining the black-box smoothly - A counterfactual approach. Medical Image Anal. 84 (2023)
Sumedha Singla
Deep Learning for Medical Imaging From Diagnosis Prediction to its Counterfactual Explanation. CoRR (2022)
Sumedha Singla, Nihal Murali, Forough Arabshahi, Sofia Triantafyllou, Kayhan Batmanghelich
Augmentation by Counterfactual Explanation - Fixing an Overconfident Classifier. CoRR (2022)
Rohit Jena, Sumedha Singla, Kayhan Batmanghelich
Self-supervised Vessel Enhancement Using Flow-Based Consistencies. MICCAI (2) (2021)
Sumedha Singla, Brian Pollack, Stephen Wallace, Kayhan Batmanghelich
Explaining the Black-box Smoothly- A Counterfactual Approach. CoRR (2021)
Sumedha Singla, Stephen Wallace, Sofia Triantafillou, Kayhan Batmanghelich
Using Causal Analysis for Conceptual Deep Learning Explanation. MICCAI (3) (2021)
Sumedha Singla, Stephen Wallace, Sofia Triantafillou, Kayhan Batmanghelich
Using Causal Analysis for Conceptual Deep Learning Explanation. CoRR (2021)
Ardavan Saeedi, Payman Yadollahpour, Sumedha Singla, Brian Pollack, William M. Wells III, Frank C. Sciurba, Kayhan Batmanghelich
Incorporating External Information in Tissue Subtyping: A Topic Modeling Approach. MLHC (2021)
Rohit Jena, Sumedha Singla, Kayhan Batmanghelich
Self-Supervised Vessel Enhancement Using Flow-Based Consistencies. CoRR (2021)
Sumedha Singla, Brian Pollack, Junxiang Chen, Kayhan Batmanghelich
Explanation by Progressive Exaggeration. ICLR (2020)
Sumedha Singla, Brian Pollack, Junxiang Chen, Kayhan Batmanghelich
Explanation by Progressive Exaggeration. CoRR (2019)
Sumedha Singla, Mingming Gong, Siamak Ravanbakhsh, Frank C. Sciurba, Barnabás Póczos, Kayhan N. Batmanghelich
Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector. CoRR (2018)
Sumedha Singla, Mingming Gong, Siamak Ravanbakhsh, Frank C. Sciurba, Barnabás Póczos, Kayhan N. Batmanghelich
Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector. MICCAI (1) (2018)