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2309.12458
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A Theory of Multimodal Learning
21 September 2023
Zhou Lu
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Papers citing
"A Theory of Multimodal Learning"
8 / 8 papers shown
Title
Multi-modal contrastive learning adapts to intrinsic dimensions of shared latent variables
Yu Gui
Cong Ma
Zongming Ma
SSL
28
0
0
18 May 2025
Learning to Match Unpaired Data with Minimum Entropy Coupling
Mustapha Bounoua
Giulio Franzese
Pietro Michiardi
44
0
0
11 Mar 2025
An Art-centric perspective on AI-based content moderation of nudity
Piera Riccio
Georgina Curto
Thomas Hofmann
Nuria Oliver
64
0
0
10 Sep 2024
HyperMM : Robust Multimodal Learning with Varying-sized Inputs
Hava Chaptoukaev
Vincenzo Marcianó
Francesco Galati
Maria A. Zuluaga
40
0
0
30 Jul 2024
On Stronger Computational Separations Between Multimodal and Unimodal Machine Learning
Ari Karchmer
26
2
0
02 Apr 2024
On the Computational Benefit of Multimodal Learning
Zhou Lu
31
0
0
25 Sep 2023
On the Provable Advantage of Unsupervised Pretraining
Jiawei Ge
Shange Tang
Jianqing Fan
Chi Jin
SSL
33
16
0
02 Mar 2023
Oracle Inequalities and Optimal Inference under Group Sparsity
Karim Lounici
Massimiliano Pontil
Alexandre B. Tsybakov
Sara van de Geer
133
380
0
11 Jul 2010
1