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Athanasios Vlontzos

Causally Steered Diffusion for Automated Video Counterfactual Generation

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Jun 17, 2025
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The Hardness of Validating Observational Studies with Experimental Data

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Mar 19, 2025
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Contrastive representations of high-dimensional, structured treatments

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Nov 28, 2024
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Benchmarking Counterfactual Image Generation

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Mar 29, 2024
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Non-parametric identifiability and sensitivity analysis of synthetic control models

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Jan 18, 2023
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Self-Supervised 3D Human Pose Estimation in Static Video Via Neural Rendering

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Oct 10, 2022
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Adnexal Mass Segmentation with Ultrasound Data Synthesis

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Sep 25, 2022
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nnOOD: A Framework for Benchmarking Self-supervised Anomaly Localisation Methods

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Sep 02, 2022
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A Review of Causality for Learning Algorithms in Medical Image Analysis

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Jun 11, 2022
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Is More Data All You Need? A Causal Exploration

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Jun 06, 2022
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