Nicolò Fusi

23 papers A* 5A 1Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Matching Features, Not Tokens: Energy-Based Fine-Tuning of Language Models.
CoRR
Samy Jelassi, Mujin Kwun, Rosie Zhao, Yuanzhi Li, Nicolò Fusi, Yilun Du, Sham M. Kakade, Carles Domingo-Enrich
2025 J jnl
IGDA: Interactive Graph Discovery through Large Language Model Agents.
CoRR
Alex Havrilla, David Alvarez-Melis, Nicolò Fusi
2025 J jnl
PRISM2: Unlocking Multi-Modal General Pathology AI with Clinical Dialogue.
CoRR
George Shaikovski, Eugene Vorontsov, Adam Casson, Julian Viret, Eric Zimmermann, Neil A. Tenenholtz, Yi Kan Wang, Jan Bernhard, Ran A. Godrich, Juan Retamero, Razik Yousfi, Nicolò Fusi, Thomas J. Fuchs, Kristen Severson, Siqi Liu
2024 J jnl
Adapting Language Models via Token Translation.
CoRR
Zhili Feng, Tanya Marwah, Nicolò Fusi, David Alvarez-Melis, Lester Mackey
2024 J jnl
PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology.
CoRR
George Shaikovski, Adam Casson, Kristen Severson, Eric Zimmermann, Yi Kan Wang, Jeremy D. Kunz, Juan Retamero, Gerard Oakley, David S. Klimstra, Christopher Kanan, Matthew G. Hanna, Michal Zelechowski, Julian Viret, Neil A. Tenenholtz, James Brian Hall, Nicolò Fusi, Razik Yousfi, Peter Hamilton, William A. Moye, Eugene Vorontsov, Siqi Liu, Thomas J. Fuchs
2024 A* conf
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains.
ICML
Junhong Shen, Neil A. Tenenholtz, James Brian Hall, David Alvarez-Melis, Nicolò Fusi
2024 J jnl
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains.
CoRR
Junhong Shen, Neil A. Tenenholtz, James Brian Hall, David Alvarez-Melis, Nicolò Fusi
2023 A conf
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach.
AISTATS
Syrine Belakaria, Janardhan Rao Doppa, Nicolò Fusi, Rishit Sheth
2023 J jnl
Can Generalist Foundation Models Outcompete Special-Purpose Tuning? Case Study in Medicine.
CoRR
Harsha Nori, Yin Tat Lee, Sheng Zhang, Dean Carignan, Richard Edgar, Nicolò Fusi, Nicholas King, Jonathan Larson, Yuanzhi Li, Weishung Liu, Renqian Luo, Scott Mayer McKinney, Robert Osazuwa Ness, Hoifung Poon, Tao Qin, Naoto Usuyama, Christopher M. White, Eric Horvitz
2023 — conf
Considerations for data acquisition and modeling strategies: Mitosis detection in computational pathology.
MIDL
Zongliang Ji, Philip Rosenfield, Christina Eng, Sarah Bettigole, Danielle C. Gibson, Hamid Masoudi, Matthew G. Hanna, Nicolò Fusi, Kristen A. Severson
2022 J jnl
Bayesian Optimization Over Iterative Learners with Structured Responses: A Budget-aware Planning Approach.
CoRR
Syrine Belakaria, Rishit Sheth, Janardhan Rao Doppa, Nicolò Fusi
2022 J jnl
Budget-Constrained Bounds for Mini-Batch Estimation of Optimal Transport.
CoRR
David Alvarez-Melis, Nicolò Fusi, Lester Mackey, Tal Wagner
2022 J jnl
Interpretable Distribution Shift Detection using Optimal Transport.
CoRR
Neha Hulkund, Nicolò Fusi, Jennifer Wortman Vaughan, David Alvarez-Melis
2022 — conf
LANA: Latency Aware Network Acceleration.
ECCV (12)
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat
2022 A* conf
Rapid Model Architecture Adaption for Meta-Learning.
NeurIPS
Yiren Zhao, Xitong Gao, Ilia Shumailov, Nicolò Fusi, Robert Mullins
2021 A* conf
Dataset Dynamics via Gradient Flows in Probability Space.
ICML
David Alvarez-Melis, Nicolò Fusi
2021 J jnl
HANT: Hardware-Aware Network Transformation.
CoRR
Pavlo Molchanov, Jimmy Hall, Hongxu Yin, Jan Kautz, Nicolò Fusi, Arash Vahdat
2021 A* conf
Initialization and Regularization of Factorized Neural Layers.
ICLR
Mikhail Khodak, Neil A. Tenenholtz, Lester Mackey, Nicolò Fusi
2021 J jnl
Initialization and Regularization of Factorized Neural Layers.
CoRR
Mikhail Khodak, Neil A. Tenenholtz, Lester Mackey, Nicolò Fusi
2021 J jnl
On Hard Episodes in Meta-Learning.
CoRR
Samyadeep Basu, Amr Sharaf, Nicolò Fusi, Soheil Feizi
2021 J jnl
Rapid Model Architecture Adaption for Meta-Learning.
CoRR
Yiren Zhao, Xitong Gao, Ilia Shumailov, Nicolò Fusi, Robert Mullins
2020 A* conf
Geometric Dataset Distances via Optimal Transport.
NeurIPS
David Alvarez-Melis, Nicolò Fusi
2020 J jnl
Gradient Flows in Dataset Space.
CoRR
David Alvarez-Melis, Nicolò Fusi