Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time
Adaptation in Prostate Cancer Detection

Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection

17 July 2024

Mohamed Harmanani

Fahimeh Fooladgar

Brian Wodlinger

Purang Abolmaesumi

Papers citing "Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection"

12 / 12 papers shown

Title
Self-Supervised Learning with Limited Labeled Data for Prostate Cancer Detection in High Frequency Ultrasound P. Wilson Mahdi Gilany A. Jamzad Fahimeh Fooladgar Minh-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 53 12 0 01 Nov 2022
Towards Confident Detection of Prostate Cancer using High Resolution Micro-ultrasound Mahdi Gilany P. Wilson A. Jamzad Fahimeh Fooladgar Minh-Son To Brian Wodlinger Purang Abolmaesumi P. Mousavi 30 11 0 21 Jul 2022
Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations Polina Kirichenko Pavel Izmailov A. Wilson OOD 78 333 0 06 Apr 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption Alexander Bartler Andreas Bühler Felix Wiewel Mario Döbler Binh Yang TTA OOD 65 82 0 30 Mar 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 172 1,428 0 14 Dec 2020
Bootstrap your own latent: A new approach to self-supervised Learning Jean-Bastien Grill Florian Strub Florent Altché Corentin Tallec Pierre Harvey Richemond ... M. G. Azar Bilal Piot Koray Kavukcuoglu Rémi Munos Michal Valko SSL 363 6,797 0 13 Jun 2020
Distributionally Robust Neural Networks for Group Shifts: On the Importance of Regularization for Worst-Case Generalization Shiori Sagawa Pang Wei Koh Tatsunori B. Hashimoto Percy Liang OOD 95 1,241 0 20 Nov 2019
Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift Yaniv Ovadia Emily Fertig Jie Jessie Ren Zachary Nado D. Sculley Sebastian Nowozin Joshua V. Dillon Balaji Lakshminarayanan Jasper Snoek UQCV 164 1,691 0 06 Jun 2019
A review of domain adaptation without target labels Wouter M. Kouw Marco Loog OOD VLM 34 487 0 16 Jan 2019
Group Normalization Yuxin Wu Kaiming He 228 3,654 0 22 Mar 2018
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 463 43,289 0 11 Feb 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014