conftrace_

Vibujithan Vigneshwaran

3 papers · 2023–2025 · 2 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

Venues

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)

Research topics

Artificial Intelligence (2) Core AI (2) Healthcare & Medicine (1) Machine Learning (1) Application Areas (1) Clinical (1) Learning Paradigms (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

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