Ioana Giurgiu

5 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

❓ The Questioner

Venues

IJCAI (2) AAAI (1) ACL (1) ICLR (1)

Top co-authors

Haris Pozidis (2) Mattia Rigotti (2) Serge Monney (2) Roy Assaf (2) Christoph Miksovic (1) Andrej Simeski (1) Cezary Skura (1) Cristiano Malossi (1) Florian Scheidegger (1) Yagmur G. Cinar (1)

Research topics

Machine Learning (4) Artificial Intelligence (3) Application Areas (3) Core AI (3) Deep Learning (2) Core Methods (2) Learning Types (2) Computer Vision (1) Analysis (1) Architectures (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Processing (1)

Keywords

anomaly detection (2) dimensionality reduction (1) semantic segmentation (1) image segmentation (1) benchmark evaluation (1) concept-based explanation (1) ensemble learning (1) optimal transport (1) attention mechanism (1) feature matching (1) multivariate time series (1) ensemble method (1) foundation model (1) safety evaluation (1) model ranking (1) safety benchmark (1) visual prompting (1) interactive segmentation (1) cloud computing (1) root cause analysis (1)

Papers

Are Bias Evaluation Methods Biased ? ACL 2025 Probabilistic Feature Matching for Fast Scalable Visual Prompting IJCAI 2024 Attention-based Interpretability with Concept Transformers ICLR 2022 CCA: An ML Pipeline for Cloud Anomaly Troubleshooting AAAI 2022 An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems IJCAI 2020