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2302.12247
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Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework
23 February 2023
Paul Pu Liang
Yun Cheng
Xiang Fan
Chun Kai Ling
Suzanne Nie
Richard J. Chen
Zihao Deng
Nicholas B. Allen
Randy P. Auerbach
Faisal Mahmood
Ruslan Salakhutdinov
Louis-Philippe Morency
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Papers citing
"Quantifying & Modeling Multimodal Interactions: An Information Decomposition Framework"
9 / 9 papers shown
Title
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification
Siyi Du
Xinzhe Luo
D. O’Regan
Chen Qin
66
0
0
08 Mar 2025
Advancing Precision Oncology Through Modeling of Longitudinal and Multimodal Data
Luoting Zhuang
Stephen H. Park
Steven J. Skates
Ashley E. Prosper
Denise R. Aberle
William Hsu
119
0
0
11 Feb 2025
Quantifying Knowledge Distillation Using Partial Information Decomposition
Pasan Dissanayake
Faisal Hamman
Barproda Halder
Ilia Sucholutsky
Qiuyi Zhang
Sanghamitra Dutta
36
0
0
12 Nov 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
Honglin Li
Yunlong Zhang
Pingyi Chen
Zhongyi Shui
Chenglu Zhu
Lin Yang
MedIm
38
4
0
18 Oct 2024
Anchors Aweigh! Sail for Optimal Unified Multi-Modal Representations
Minoh Jeong
Min Namgung
Zae Myung Kim
Dongyeop Kang
Yao-Yi Chiang
Alfred Hero
25
0
0
02 Oct 2024
Partial Information Decomposition for Data Interpretability and Feature Selection
Charles Westphal
Stephen Hailes
Mirco Musolesi
37
0
0
29 May 2024
Automated Black-box Prompt Engineering for Personalized Text-to-Image Generation
Yutong He
Alexander Robey
Naoki Murata
Yiding Jiang
J. Williams
George Pappas
Hamed Hassani
Yuki Mitsufuji
Ruslan Salakhutdinov
J. Zico Kolter
DiffM
98
4
0
28 Mar 2024
Estimating the Unique Information of Continuous Variables
Ari Pakman
Amin Nejatbakhsh
D. Gilboa
Abdullah Makkeh
Luca Mazzucato
Michael Wibral
E. Schneidman
35
24
0
30 Jan 2021
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding
Akira Fukui
Dong Huk Park
Daylen Yang
Anna Rohrbach
Trevor Darrell
Marcus Rohrbach
152
1,465
0
06 Jun 2016
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