Athanasios Vlontzos

4 papers · 2021–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CLeaR (1) CVPR (1) NeurIPS (1)

Top co-authors

Ciarán Mark Gilligan-Lee (2) Nefeli Gkouti (1) Sotirios A. Tsaftaris (1) Tomoki Arichi (1) Anna Lukens (1) Jake Fawkes (1) Nikos Spyrou (1) Thomas Melistas (1) Michael O’Riordan (1) Pedro Sanchez (1)

Research topics

Machine Learning (4) Artificial Intelligence (2) Computer Vision (2) Deep Learning (2) Core AI (2) Learning Types · Machine Learning (2) Optimization & Theory (2) Analysis (1) Bayesian & Probabilistic (1) Generation (1) Learning Types · Deep Learning (1) Models (1)

Keywords

causal inference (3) structural causal model (2) human pose estimation (1) gaussian process (1) sensitivity analysis (1) template matching (1) observational study (1) generative model (1) causal effect (1) treatment effect (1) synthetic control (1) shape representation (1) shape template (1) body pose (1) landmark estimation (1) 2d gaussian distribution (1) body landmark (1) connectivity prior (1) unsupervised learning (1) counterfactual image generation (1)

Papers

The Hardness of Validating Observational Studies with Experimental Data AISTATS 2025 Benchmarking Counterfactual Image Generation NeurIPS 2024 Non-parametric identifiability and sensitivity analysis of synthetic control models CLeaR 2023 Unsupervised Human Pose Estimation Through Transforming Shape Templates CVPR 2021