Melanie Ducoffe

3 papers · 2018–2023 · 3 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 📈 Trend Setter 🚀 Conference Pioneer

Conferences

ACL (1) CVPR (1) ICLR (1)

Top co-authors

Thomas FEL (1) Rémi Flamary (1) Remi Cadene (1) Thomas Serre (1) Laurent Vanni (1) Mikaël Capelle (1) Nicolas Courty (1) Damon Mayaffre (1) Claire Nicodème (1) Frederic Precioso (1)

Keywords

text classification (1) saliency map (1) convolutional neural network (1) feature visualization (1) deconvolution network (1) linguistic pattern (1) linguistic analysis (1) importance map (1) neural network explainability (1) perturbation space (1) verified perturbation analysis (1)

Papers

Don't Lie to Me! Robust and Efficient Explainability With Verified Perturbation Analysis CVPR 2023

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis ACL 2018

Learning Wasserstein Embeddings ICLR 2018