Tommaso Mansi

8 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🚀 Conference Pioneer ⚡ Prolific Year (5)

Conferences

MICCAI (3) ICLR (2) ICML (2) MIDL (1)

Top co-authors

Rui Liao (5) Mangal Prakash (4) Artem Moskalev (4) Krishna Chaitanya (3) Tianyu Cui (2) Pablo F. Damasceno (2) Kristopher Standish (2) Chaitanya Parmar (2) Shreyas Fadnavis (2) Junjie Xu (2)

Keywords

deep reinforcement learning (1) proximal policy optimization (1) treatment planning (1) thermal ablation (1) electrode trajectory (1) medical intervention (1)

Papers

Beyond Sequence: Impact of Geometric Context for RNA Property Prediction ICLR 2025

MoMIL: Mixture of Multi-Instance Learners for Modeling Multiple Compound Activities in High Content Imaging MICCAI 2025

InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference ICML 2025

Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025

HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025

EchoFM: A View-Independent Echocardiogram Model for the Detection of Pulmonary Hypertension MICCAI 2024

Harnessing Temporal Information for Precise Frame-Level Predictions in Endoscopy Videos MICCAI 2024

Automatic planning of liver tumor thermal ablation using deep reinforcement learning MIDL 2022