A. Cristiano I. Malossi

Principal Researcher, International Business Machines

Joined

May 2021

Names

A. Cristiano I. Malossi (Preferred)

Cristiano Malossi

Adelmo Cristiano Innocenza Malossi

Emails

****@zurich.ibm.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

International Business Machines (ibm.com)

2021 – Present

Researcher

International Business Machines (ibm.com)

2015 – 2021

Postdoc

International Business Machines (ibm.com)

2013 – 2015

Postdoc

EPFL - EPF Lausanne (epfl.ch)

2012 – 2013

PhD student

EPFL - EPF Lausanne (epfl.ch)

2009 – 2012

Researcher

Polytechnic Institute of Milan (polimi.it)

2008 – 2009

MS student

Polytechnic Institute of Milan (polimi.it)

2004 – 2007

Undergrad student

Polytechnic Institute of Milan (polimi.it)

2001 – 2003

Advisors, Relations & Conflicts

PhD Advisor

Alfio Quarteroni

2009 – 2013

Expertise

Computer vision

2018 – Present

Artificial Intelligence

2015 – Present

Deep learning

2015 – Present

Machine Learning

2015 – Present

High Performance Computing

2013 – Present

Approximate Computing

2013 – Present

Publications

Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training
Brown Ebouky, Ajad Chhatkuli, A. Cristiano I. Malossi, Christoph Studer, Roy Assaf, Andrea Bartezzaghi
- Accepted by TMLR
- Readers: Everyone
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
Niccolò Avogaro, Thomas Frick, Mattia Rigotti, Andrea Bartezzaghi, Filip Janicki, A. Cristiano I. Malossi, Konrad Schindler, Roy Assaf
- Accepted by TMLR
- Readers: Everyone
Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation
Niccolò Avogaro, Thomas Frick, Mattia Rigotti, Andrea Bartezzaghi, Filip Janicki, Cristiano Malossi, Konrad Schindler, Roy Assaf
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
MC Layer Normalization for calibrated uncertainty in Deep Learning
Thomas Frick, Diego Antognini, Ioana Giurgiu, Benjamin F Grewe, Cristiano Malossi, Rong J.B. Zhu, Mattia Rigotti
- Accepted by TMLR
- Readers: Everyone
Counterfactual Image Generation for adversarially robust and interpretable Classifiers
Rafael Bischof, Florian Scheidegger, Michael Anton Kraus, Cristiano Malossi
- Submitted to ICLR 2024
- Readers: Everyone
Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE)
Jason Tsay, Andrea Bartezzaghi, Aleke Nolte, A. Cristiano I. Malossi
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Improving Low-Resource Question Answering using Active Learning in Multiple Stages
Maximilian Schmidt, Andrea Bartezzaghi, Jasmina Bogojeska, A. Cristiano I. Malossi, Thang Vu
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
AutoText: An End-to-End AutoAI Framework for Text
Arunima Chaudhary, Alayt Issak, Kiran Kate, Yannis Katsis, Abel N. Valente, Dakuo Wang, Alexandre V. Evfimievski, Sairam Gurajada, Ban Kawas, A. Cristiano I. Malossi, Lucian Popa, Tejaswini Pedapati, Horst Samulowitz, Martin Wistuba, Yunyao Li
- 2021 (modified: 03 Sept 2021)
- AAAI 2021
- Readers: Everyone
Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy
Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
- 2021 (modified: 09 Nov 2022)
- Vis. Comput. 2021
- Readers: Everyone
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
- 2020 (modified: 09 Nov 2022)
- COOL CHIPS 2020
- Readers: Everyone

View all 36 publications

Co-Authors

View all 107 co-authors