conftrace_

Vibujithan Vigneshwaran

3 papers · 2023–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

MIDL (2) MICCAI (1)

Top co-authors

Matthias Wilms (3) Raissa Souza (2) Nils Forkert (2) Emma A.M. Stanley (1) Nils D. Forkert (1) Erik Y. Ohara (1) Emma A. M. Stanley (1) Finn G. Vamosi (1) Milton Ivan Camacho Camacho (1) Erik Ohara (1)

Keywords

domain generalization (1) spurious correlation (1) counterfactual inference (1) counterfactual analysis (1) protected attribute (1) causal generative model (1) causal normalizing flow (1) parkinson disease classification (1) multi-site neuroimaging (1) algorithmic shortcut (1)

Papers

Synthetic Ground Truth Counterfactuals for Comprehensive Evaluation of Causal Generative Models in Medical Imaging MICCAI 2025 Evaluating Shortcut Utilization in Deep Learning Disease Classification through Counterfactual Analysis MIDL 2025 Improved multi-site Parkinson’s disease classification using neuroimaging data with counterfactual inference MIDL 2023