Pretrained Visual Uncertainties

v1v2 (latest)

Pretrained Visual Uncertainties

26 February 2024

Michael Kirchhof

Enkelejda Kasneci

ArXiv (abs)PDF HTML Github (105★)

Papers citing "Pretrained Visual Uncertainties"

9 / 9 papers shown

Title
ViLU: Learning Vision-Language Uncertainties for Failure Prediction Marc Lafon Yannis Karmim Julio Silva-Rodríguez Paul Couairon Clément Rambour Raphael Fournier SÑiehotta Ismail ben Ayed Jose Dolz Nicolas Thome 187 0 0 10 Jul 2025
Comparing Uncertainty Measurement and Mitigation Methods for Large Language Models: A Systematic Review Toghrul Abbasli Kentaroh Toyoda Yuan Wang Leon Witt Muhammad Asif Ali Yukai Miao Dan Li Qingsong Wei UQCV 236 0 0 25 Apr 2025
Three Types of Calibration with Properties and their Semantic and Formal Relationships Rabanus Derr Jessie Finocchiaro Robert C. Williamson 201 0 0 25 Apr 2025
On the Generalization of Representation Uncertainty in Earth Observation Spyros Kondylatos Nikolaos Ioannis Bountos Dimitrios Michail Xiao Xiang Zhu Gustau Camps-Valls Ioannis Papoutsis 134 1 0 10 Mar 2025
CATPlan: Loss-based Collision Prediction in End-to-End Autonomous Driving Ziliang Xiong Shipeng Liu Nathaniel Helgesen Joakim Johnander Per-Erik Forssén 180 0 0 10 Mar 2025
Open-Set Semantic Uncertainty Aware Metric-Semantic Graph Matching Kurran Singh John J. Leonard 112 1 0 17 Sep 2024
A Survey of Language-Based Communication in Robotics William Hunt Sarvapali D. Ramchurn Mohammad D. Soorati LM&Ro 324 13 0 06 Jun 2024
The Faiss library Matthijs Douze Alexandr Guzhva Chengqi Deng Jeff Johnson Gergely Szilvasy Pierre-Emmanuel Mazaré Maria Lomeli Lucas Hosseini Edouard Grave 305 236 0 16 Jan 2024
Simple and Principled Uncertainty Estimation with Deterministic Deep Learning via Distance Awareness Jeremiah Zhe Liu Zi Lin Shreyas Padhy Dustin Tran Tania Bedrax-Weiss Balaji Lakshminarayanan UQCV BDL 362 474 0 17 Jun 2020