UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation

6 November 2019

Papers citing "UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation"

8 / 8 papers shown

Title
Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits Sahil Sidheekh Pranuthi Tenali Saurabh Mathur Erik Blasch Kristian Kersting S. Natarajan 39 1 0 05 Mar 2024
Informative Data Selection with Uncertainty for Multi-modal Object Detection Xuzhi Zhang Zhiwei Li Zhenhong Zou Xinchen Gao Yijin Xiong Dafeng Jin Jun Li Huaping Liu 35 5 0 23 Apr 2023
Communication-Critical Planning via Multi-Agent Trajectory Exchange Nathan Glaser Z. Kira 38 2 0 10 Mar 2023
COLD Fusion: Calibrated and Ordinal Latent Distribution Fusion for Uncertainty-Aware Multimodal Emotion Recognition M. Tellamekala Shahin Amiriparian Björn W. Schuller Elisabeth André T. Giesbrecht M. Valstar 33 25 0 12 Jun 2022
Trusted Multi-View Classification with Dynamic Evidential Fusion Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 37 222 0 25 Apr 2022
Run-Time Monitoring of Machine Learning for Robotic Perception: A Survey of Emerging Trends Q. Rahman Peter Corke Feras Dayoub OOD 44 51 0 05 Jan 2021
Posterior Re-calibration for Imbalanced Datasets Junjiao Tian Yen-Cheng Liu Nathan Glaser Yen-Chang Hsu Z. Kira 21 62 0 22 Oct 2020
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 289 9,167 0 06 Jun 2015