Uncertainty Estimation for Multi-view Data: The Power of Seeing the
Whole Picture

Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture

6 October 2022

Papers citing "Uncertainty Estimation for Multi-view Data: The Power of Seeing the Whole Picture"

13 / 13 papers shown

Title
Probabilistic Embeddings for Frozen Vision-Language Models: Uncertainty Quantification with Gaussian Process Latent Variable Models Aishwarya Venkataramanan P. Bodesheim Joachim Denzler BDL VLM 62 0 0 08 May 2025
Uncertainty-Aware Prototype Semantic Decoupling for Text-Based Person Search in Full Images Zengli Luo Canlong Zhang Xiaochun Lu Zhixin Li Zhiwen Wang 29 0 0 06 May 2025
LUMA: A Benchmark Dataset for Learning from Uncertain and Multimodal Data Grigor Bezirganyan Sana Sellami Laure Berti-Équille Sébastien Fournier 24 3 0 14 Jun 2024
Navigating Conflicting Views: Harnessing Trust for Learning Jueqing Lu Lan Du Wray L. Buntine M. Jung Joanna Dipnall Belinda Gabbe 38 0 0 03 Jun 2024
Multimodal Fusion on Low-quality Data: A Comprehensive Survey Qingyang Zhang Yake Wei Zongbo Han Huazhu Fu Xi Peng ... Qinghua Hu Cai Xu Jie Wen Di Hu Changqing Zhang 46 25 0 27 Apr 2024
Reliable Conflictive Multi-View Learning Cai Xu Jiajun Si Ziyu Guan Wei Zhao Yue Wu Xiyue Gao 30 51 0 24 Feb 2024
NPCL: Neural Processes for Uncertainty-Aware Continual Learning Saurav Jha Dong Gong He Zhao Lina Yao CLL BDL 29 12 0 30 Oct 2023
Beyond Unimodal: Generalising Neural Processes for Multimodal Uncertainty Estimation M. Jung He Zhao Joanna Dipnall Lan Du UQCV BDL 22 8 0 04 Apr 2023
Reliable Multimodality Eye Disease Screening via Mixture of Student's t Distributions K. Zou Tian Lin Xuedong Yuan Haoyu Chen Xiaojing Shen Meng Wang H. Fu 14 3 0 17 Mar 2023
Deep Sub-Ensembles for Fast Uncertainty Estimation in Image Classification Matias Valdenegro-Toro UQCV 56 51 0 17 Oct 2019
Adversarial Examples, Uncertainty, and Transfer Testing Robustness in Gaussian Process Hybrid Deep Networks John Bradshaw A. G. Matthews Zoubin Ghahramani BDL AAML 60 171 0 08 Jul 2017
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 268 5,652 0 05 Dec 2016
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 197 742 0 06 Jun 2015