DÁRTAGNAN: Counterfactual Video Generation

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DÁRTAGNAN: Counterfactual Video Generation

3 June 2022

Hadrien Reynaud

Athanasios Vlontzos

Mischa Dombrowski

Ciarán M. Gilligan-Lee

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Papers citing "DÁRTAGNAN: Counterfactual Video Generation"

17 / 17 papers shown

Title
A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics Mengyun Qiao Kathryn A McGurk Shuo Wang Paul M. Matthews Declan P O Regan Wenjia Bai MedIm AI4CE 435 0 0 20 Sep 2024
Benchmarking Counterfactual Image Generation Thomas Melistas Nikos Spyrou Nefeli Gkouti Pedro Sanchez Athanasios Vlontzos Yannis Panagakis G. Papanastasiou Sotirios A. Tsaftaris EGVM CML 82 11 0 29 Mar 2024
Ultrasound Video Transformers for Cardiac Ejection Fraction Estimation Hadrien Reynaud Athanasios Vlontzos Benjamin Hou A. Beqiri Paul Leeson Bernhard Kainz MedIm ViT 63 57 0 02 Jul 2021
Content-Preserving Unpaired Translation from Simulated to Realistic Ultrasound Images Devavrat Tomar Lin Zhang Tiziano Portenier O. Goksel DiffM MedIm 58 20 0 09 Mar 2021
Counterfactual Generative Networks Axel Sauer Andreas Geiger OOD BDL CML 90 127 0 15 Jan 2021
Counterfactual Representation Learning with Balancing Weights Serge Assaad Shuxi Zeng Chenyang Tao Shounak Datta Nikhil Mehta Ricardo Henao Fan Li Lawrence Carin CML OOD 131 64 0 23 Oct 2020
XCAT-GAN for Synthesizing 3D Consistent Labeled Cardiac MR Images on Anatomically Variable XCAT Phantoms S. Amirrajab Samaneh Abbasi-Sureshjani Yasmina Alkhalil C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 116 25 0 27 Jul 2020
Deep Structural Causal Models for Tractable Counterfactual Inference Nick Pawlowski Daniel Coelho De Castro Ben Glocker CML MedIm 106 242 0 11 Jun 2020
4D Semantic Cardiac Magnetic Resonance Image Synthesis on XCAT Anatomical Model Samaneh Abbasi-Sureshjani S. Amirrajab C. Lorenz J. Weese J. Pluim M. Breeuwer MedIm 60 24 0 17 Feb 2020
Counterfactual Off-Policy Evaluation with Gumbel-Max Structural Causal Models Michael Oberst David Sontag CML OffRL 74 173 0 14 May 2019
Perfect Match: A Simple Method for Learning Representations For Counterfactual Inference With Neural Networks Patrick Schwab Lorenz Linhardt W. Karlen CML BDL 57 111 0 01 Oct 2018
Morpho-MNIST: Quantitative Assessment and Diagnostics for Representation Learning Daniel Coelho De Castro Jeremy Tan Bernhard Kainz E. Konukoglu Ben Glocker DRL 64 71 0 27 Sep 2018
A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran Heng Wang Lorenzo Torresani Jamie Ray Yann LeCun Manohar Paluri 235 3,033 0 30 Nov 2017
Neural Discrete Representation Learning Aaron van den Oord Oriol Vinyals Koray Kavukcuoglu BDL SSL OCL 230 5,071 0 02 Nov 2017
CausalGAN: Learning Causal Implicit Generative Models with Adversarial Training Murat Kocaoglu Christopher Snyder A. Dimakis S. Vishwanath GAN OOD 84 256 0 06 Sep 2017
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 144 1,149 0 17 Jul 2017
Causal Effect Inference with Deep Latent-Variable Models Christos Louizos Uri Shalit Joris Mooij David Sontag R. Zemel Max Welling CML BDL 209 747 0 24 May 2017