Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits

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Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits

5 March 2024

Pranuthi Tenali

Kristian Kersting

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Papers citing "Credibility-Aware Multi-Modal Fusion Using Probabilistic Circuits"

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Title
Amazing Things Come From Having Many Good Models Cynthia Rudin Chudi Zhong Lesia Semenova Margo Seltzer Ronald E. Parr Jiachang Liu Srikar Katta Jon Donnelly Harry Chen Zachery Boner 92 29 0 05 Jul 2024
Reliable Conflictive Multi-View Learning Cai Xu Jiajun Si Ziyu Guan Wei Zhao Yue Wu Xiyue Gao 87 55 0 24 Feb 2024
Building Expressive and Tractable Probabilistic Generative Models: A Review Sahil Sidheekh S. Natarajan TPM 70 5 0 01 Feb 2024
Provable Dynamic Fusion for Low-Quality Multimodal Data Qingyang Zhang Haitao Wu Changqing Zhang Qinghua Hu Huazhu Fu Qiufeng Wang Xi Peng 108 62 0 03 Jun 2023
Trusted Multi-View Classification Zongbo Han Changqing Zhang Huazhu Fu Qiufeng Wang EDL 64 172 0 03 Feb 2021
Strudel: Learning Structured-Decomposable Probabilistic Circuits Meihua Dang Antonio Vergari Guy Van den Broeck TPM 71 35 0 18 Jul 2020
Einsum Networks: Fast and Scalable Learning of Tractable Probabilistic Circuits Robert Peharz Steven Braun Antonio Vergari Karl Stelzner Alejandro Molina Martin Trapp Guy Van den Broeck Kristian Kersting Zoubin Ghahramani TPM 63 126 0 13 Apr 2020
MMTM: Multimodal Transfer Module for CNN Fusion Hamid Reza Vaezi Joze Amirreza Shaban Michael L. Iuzzolino K. Koishida 97 283 0 20 Nov 2019
UNO: Uncertainty-aware Noisy-Or Multimodal Fusion for Unanticipated Input Degradation Junjiao Tian W. Cheung Nathan Glaser Yen-Cheng Liu Z. Kira 63 26 0 06 Nov 2019
Neural Probabilistic Logic Programming in DeepProbLog Robin Manhaeve Sebastijan Dumancic Angelika Kimmig T. Demeester Luc de Raedt NAI 99 561 0 18 Jul 2019
MFAS: Multimodal Fusion Architecture Search Juan-Manuel Perez-Rua Valentin Vielzeuf S. Pateux M. Baccouche F. Jurie 85 178 0 15 Mar 2019
CentralNet: a Multilayer Approach for Multimodal Fusion Valentin Vielzeuf Alexis Lechervy S. Pateux F. Jurie 82 171 0 22 Aug 2018
Evidential Deep Learning to Quantify Classification Uncertainty Murat Sensoy Lance M. Kaplan M. Kandemir OOD UQCV EDL BDL 192 1,005 0 05 Jun 2018
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 124 2,945 0 26 May 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.3K 194,641 0 10 Dec 2015
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 264 7,545 0 09 Jun 2014
A New Look at Causal Independence David Heckerman J. Breese CML 65 151 0 27 Feb 2013
Sum-Product Networks: A New Deep Architecture Hoifung Poon Pedro M. Domingos TPM 85 761 0 14 Feb 2012