Causal Deep Learning

3 March 2023

Papers citing "Causal Deep Learning"

9 / 9 papers shown

Title
Shape Modeling of Longitudinal Medical Images: From Diffeomorphic Metric Mapping to Deep Learning Edwin Tay Nazli Tümer Amir A. Zadpoor MedIm 52 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 122 0 0 28 Feb 2025
Integrating Causality with Neurochaos Learning: Proposed Approach and Research Agenda Nanjangud C. Narendra Nithin Nagaraj OOD CML 39 0 0 23 Jan 2025
NarrativeBridge: Enhancing Video Captioning with Causal-Temporal Narrative Asmar Nadeem Faegheh Sardari R. Dawes Syed Sameed Husain Adrian Hilton Armin Mustafa 49 4 0 10 Jun 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 34 1 0 29 Nov 2023
MIRACLE: Causally-Aware Imputation via Learning Missing Data Mechanisms Trent Kyono Yao Zhang Alexis Bellot M. Schaar CML 47 61 0 04 Nov 2021
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks Bingyang Wen Luis Oliveros Colon K. P. Subbalakshmi R. Chandramouli CML GAN 38 18 0 21 Apr 2021
Improving Fair Predictions Using Variational Inference In Causal Models Rik Helwegen Christos Louizos Patrick Forré FaML 11 6 0 25 Aug 2020
Learning Sparse Nonparametric DAGs Xun Zheng Chen Dan Bryon Aragam Pradeep Ravikumar Eric P. Xing CML 111 258 0 29 Sep 2019