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2303.02186
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Causal Deep Learning
3 March 2023
Jeroen Berrevoets
Krzysztof Kacprzyk
Zhaozhi Qian
M. Schaar
CML
AI4CE
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Papers citing
"Causal Deep Learning"
10 / 10 papers shown
Title
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning
Edwin Tay
Nazli Tümer
Amir A. Zadpoor
MedIm
332
0
0
27 Mar 2025
Causality Is Key to Understand and Balance Multiple Goals in Trustworthy ML and Foundation Models
Ruta Binkyte
Ivaxi Sheth
Zhijing Jin
Mohammad Havaei
Bernhard Schölkopf
Mario Fritz
792
5
0
28 Feb 2025
Integrating Causality with Neurochaos Learning: Proposed Approach and Research Agenda
Nanjangud C. Narendra
Nithin Nagaraj
OOD
CML
111
0
0
23 Jan 2025
An AI-powered Bayesian generative modeling approach for causal inference in observational studies
Qiao Liu
W. Wong
CML
177
1
0
01 Jan 2025
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative
Asmar Nadeem
Faegheh Sardari
R. Dawes
Syed Sameed Husain
Adrian Hilton
Armin Mustafa
218
5
0
10 Jun 2024
DAGnosis: Localized Identification of Data Inconsistencies using Structures
Nicolas Huynh
Jeroen Berrevoets
Nabeel Seedat
Jonathan Crabbé
Zhaozhi Qian
M. Schaar
158
1
0
26 Feb 2024
Enhancing the Performance of Neural Networks Through Causal Discovery and Integration of Domain Knowledge
Xiaoge Zhang
Xiao-Lin Wang
Fenglei Fan
Yiu-ming Cheung
Indranil Bose
158
2
0
29 Nov 2023
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI
Gianluca Carloni
Eva Pachetti
Sara Colantonio
CML
84
11
0
19 Sep 2023
Differentiable and Transportable Structure Learning
Jeroen Berrevoets
Nabeel Seedat
F. Imrie
M. Schaar
217
2
0
13 Jun 2022
PRINCE: Provider-side Interpretability with Counterfactual Explanations in Recommender Systems
Azin Ghazimatin
Oana Balalau
Rishiraj Saha Roy
Gerhard Weikum
FAtt
206
104
0
19 Nov 2019
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