Title
Deep Probability Segmentation: Are segmentation models probability estimators? Simone Fassio Simone Monaco Daniele Apiletti UQCV OOD 13 0 0 19 Sep 2024
Automated radiotherapy treatment planning guided by GPT-4Vision Sheng Liu O. Pastor-Serrano Yizheng Chen Matthew Gopaulchan Weixing Liang ... Michael Gensheimer P. Dong Yong Yang James Zou Lei Xing 39 5 0 21 Jun 2024
Benchmarking Large Language Model Volatility Boyang Yu 12 3 0 26 Nov 2023
Quantifying Impairment and Disease Severity Using AI Models Trained on Healthy Subjects Boyang Yu Aakash Kaku Kangning Liu A. Parnandi Emily E Fokas Anita Venkatesan Natasha Pandit Rajesh Ranganath Heidi M. Schambra C. Fernandez‐Granda 19 0 0 21 Nov 2023
Rethinking Evaluation Metric for Probability Estimation Models Using Esports Data Euihyeon Choi Jooyoung Kim Wonkyung Lee 8 0 0 12 Sep 2023
ACLS: Adaptive and Conditional Label Smoothing for Network Calibration Hyekang Park Jongyoun Noh Youngmin Oh Donghyeon Baek Bumsub Ham UQCV 28 12 0 23 Aug 2023
Confidence Estimation Using Unlabeled Data Chen Li Xiaoling Hu Chao Chen UQCV 12 9 0 19 Jul 2023
Beyond Probability Partitions: Calibrating Neural Networks with Semantic Aware Grouping Jia-Qi Yang De-Chuan Zhan Le Gan UQCV 19 5 0 08 Jun 2023
RankSEG: A Consistent Ranking-based Framework for Segmentation Ben Dai Chunlin Li 26 1 0 27 Jun 2022
Calibrating for Class Weights by Modeling Machine Learning Andrew Caplin Daniel Martin Philip Marx 11 1 0 10 May 2022
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning Weicheng Zhu C. Fernandez‐Granda N. Razavian SSL 16 4 0 23 Mar 2022
Improved Baselines with Momentum Contrastive Learning Xinlei Chen Haoqi Fan Ross B. Girshick Kaiming He SSL 238 3,359 0 09 Mar 2020
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,635 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 247 9,042 0 06 Jun 2015