Publications

This is our catalog of recent publications authored by IBM researchers, in collaboration with the global research community. We’re currently adding our back catalog of more than 110,000 publications. It’s an ever-growing body of work that shows why IBM is one of the most important contributors to modern computing.

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29 results for Cristiano Malossi

Constrained deep neural network architecture search for IoT devices accounting for hardware calibration
- - Florian Scheidegger
  - Luca Benini
  - et al.
- 2019
- NeurIPS 2019
TAPAS: Train-less accuracy predictor for architecture search
- - Roxana Istrate
  - Florian Scheidegger
  - et al.
- 2019
- AAAI 2019
An extreme-scale implicit solver for complex PDEs: Highly heterogeneous flow in earth's mantle
- - Johann Rudi
  - Cristiano Malossi
  - et al.
- 2015
- SC 2015
AutoText: An End-to-End AutoAI Framework for Text
- - Arunima Chaudhary
  - Alayt Issak
  - et al.
- 2021
- AAAI 2021
Challenges in post-training quantization of Vision Transformers
- - Piotr Sebastian Kluska
  - Florian Scheidegger
  - et al.
- 2023
- KDD 2023
BAGAN: Data Augmentation with Balancing GAN
- - Giovanni Mariani
  - Florian Scheidegger
  - et al.
- 2018
- ICML 2018
Design of a Cloud-Based Data Platform for Standardized Machine Learning Workflows with Applications to Transport Infrastructure
- - Andrea Bartezzaghi
  - Ioana Giurgiu
  - et al.
- 2022
- IEEE MELECON 2022
XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs
- - Dionysios Diamantopoulos
  - Florian Scheidegger
  - et al.
- 2020
- COOL CHIPS 2020
The transprecision computing paradigm: Concept, design, and applications
- - Cristiano Malossi
  - Michael Schaffner
  - et al.
- 2018
- DATE 2018
Impact of temporal subsampling on accuracy and performance in practical video classification
- - Florian Scheidegger
  - Lukas Cavigelli
  - et al.
- 2017
- EUSIPCO 2017