Tommaso Mansi
9 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌈 Renaissance Researcher (5)
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Prolific Year · Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(6)
Application Areas
(4)
Deep Learning
(3)
Healthcare & Medicine
(2)
Learning Types · Machine Learning
(2)
Research
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Architectures
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Keywords
deep reinforcement learning
(1)
representation learning
(1)
self-supervised learning
(1)
rotation
(1)
biomarker discovery
(1)
translation
(1)
bias mitigation
(1)
language model
(1)
proximal policy optimization
(1)
drug discovery
(1)
treatment planning
(1)
training data
(1)
informative prior
(1)
hierarchical encoding
(1)
protein-protein interaction
(1)
multimodal integration
(1)
messenger rna
(1)
high content imaging
(1)
geometric context
(1)
gene regulatory network inference
(1)
Papers
BiGMINT: Biologically-guided Hierarchical Multimodal Integration for Modeling Multiple Compound Activities in Drug Discovery
CVPR 2026
Beyond Sequence: Impact of Geometric Context for RNA Property Prediction
ICLR 2025
Geometric Hyena Networks for Large-scale Equivariant Learning
ICML 2025
HELM: Hierarchical Encoding for mRNA Language Modeling
ICLR 2025
InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference
ICML 2025
MoMIL: Mixture of Multi-Instance Learners for Modeling Multiple Compound Activities in High Content Imaging
MICCAI 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