Rocio Diaz Martin

5 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🏆 Keyword Champion (2) 📈 Trend Setter

Venues

ICLR (4) ICML (1)

Top co-authors

Soheil Kolouri (5) Yikun Bai (5) Xinran Liu (3) Abihith Kothapalli (2) Hengrong Du (2) Ashkan Shahbazi (2) Rana Shahroz (1) Bennett Allan Landman (1) Matthew Thorpe (1) Ivan Vladimir Medri (1)

Research topics

Machine Learning (4) Mathematics & Optimization (4) Mathematics (4) Optimization (3) Computer Vision (2) Core Methods (2) Optimization & Theory (2) Deep Learning (1) Application Areas · Deep Learning (1) Application Areas · Machine Learning (1) Applications (1) Domain-Specific (1)

Keywords

optimal transport (5) metric measure space (2) gromov-wasserstein distance (2) sliced wasserstein distance (1) shape matching (1) probability measure (1) entropic regularization (1) gradient flow (1) point cloud interpolation (1) transportation plan (1) frank-wolfe algorithm (1) l2 distance (1) partial transport (1) linear embedding (1) shape retrieval (1) spherical distribution (1) positive measure (1) cortical surface registration (1) principal component analysis (1) partial gromov-wasserstein (1)

Papers

Expected Sliced Transport Plans ICLR 2025 Linear Partial Gromov-Wasserstein Embedding ICLR 2025 Linear Spherical Sliced Optimal Transport: A Fast Metric for Comparing Spherical Data ICLR 2025 Partial Gromov-Wasserstein Metric ICLR 2025 Linear optimal partial transport embedding ICML 2023