A. Cristiano I. Malossi

35 papers A* 2A 4Journal 21Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Enhancing Semantic Segmentation with Continual Self-Supervised Pre-training. Trans. Mach. Learn. Res. Brown Ebouky, Ajad Chhatkuli, A. Cristiano I. Malossi, Christoph Studer, Roy Assaf, Andrea Bartezzaghi
2025	J	`jnl`	Show or Tell? Effectively prompting Vision-Language Models for semantic segmentation. Trans. Mach. Learn. Res. Niccolò Avogaro, Thomas Frick, Mattia Rigotti, Andrea Bartezzaghi, Filip Janicki, A. Cristiano I. Malossi, Konrad Schindler, Roy Assaf
2024	A	`conf`	Beyond Static and Dynamic Quantization - Hybrid Quantization of Vision Transformers. BMVC Piotr Kluska, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2024	—	`conf`	QAttn: Efficient GPU Kernels for mixed-precision Vision Transformers. CVPR Workshops Piotr Kluska, Adrián Castelló, Florian Scheidegger, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2023	J	`jnl`	Counterfactual Image Generation for adversarially robust and interpretable Classifiers. CoRR Rafael Bischof, Florian Scheidegger, Michael A. Kraus, A. Cristiano I. Malossi
2022	—	`conf`	Diagnostic Accuracy and Reliability of Deep Learning-Based Human Papillomavirus Status Prediction in Oropharyngeal Cancer. MICAD Agustina La Greca Saint-Esteven, Chiara Marchiori, Marta Bogowicz, Javier Barranco Garcia, Zahra Khodabakhshi, Ender Konukoglu, Oliver Riesterer, Panagiotis Balermpas, Martin Hüllner, A. Cristiano I. Malossi, Matthias Guckenberger, Janita E. van Timmeren, Stephanie Tanadini-Lang
2022	J	`jnl`	Enabling Reproducibility and Meta-learning Through a Lifelong Database of Experiments (LDE). CoRR Jason Tsay, Andrea Bartezzaghi, Aleke Nolte, A. Cristiano I. Malossi
2022	J	`jnl`	Improving Low-Resource Question Answering using Active Learning in Multiple Stages. CoRR Maximilian Schmidt, Andrea Bartezzaghi, Jasmina Bogojeska, A. Cristiano I. Malossi, Thang Vu
2021	A*	`conf`	AutoText: An End-to-End AutoAI Framework for Text. AAAI 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	J	`jnl`	Efficient image dataset classification difficulty estimation for predicting deep-learning accuracy. Vis. Comput. Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2020	J	`jnl`	Generating Efficient DNN-Ensembles with Evolutionary Computation. CoRR Marc Ortiz, Florian Scheidegger, Marc Casas, A. Cristiano I. Malossi, Eduard Ayguadé
2020	J	`jnl`	Reducing Data Motion to Accelerate the Training of Deep Neural Networks. CoRR Sicong Zhuang, A. Cristiano I. Malossi, Marc Casas
2020	—	`conf`	XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs. COOL CHIPS Dionysios Diamantopoulos, Florian Scheidegger, Stefan Mach, Fabian Schuiki, Germain Haugou, Michael Schaffner, Frank K. Gürkaynak, Christoph Hagleitner, A. Cristiano I. Malossi, Luca Benini
2020	J	`jnl`	torcpy: Supporting task parallelism in Python. SoftwareX Panagiotis E. Hadjidoukas, Andrea Bartezzaghi, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2019	A*	`conf`	Constrained deep neural network architecture search for IoT devices accounting for hardware calibration. NeurIPS Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019	J	`jnl`	Constrained deep neural network architecture search for IoT devices accounting hardware calibration. CoRR Florian Scheidegger, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2019	J	`jnl`	FloatX: A C++ Library for Customized Floating-Point Arithmetic. ACM Trans. Math. Softw. Goran Flegar, Florian Scheidegger, Vedran Novakovic, Giovanni Mariani, Andrés E. Tomás, A. Cristiano I. Malossi, Enrique S. Quintana-Ortí
2019	J	`jnl`	NeuNetS: An Automated Synthesis Engine for Neural Network Design. CoRR Atin Sood, Benjamin Elder, Benjamin Herta, Chao Xue, Costas Bekas, A. Cristiano I. Malossi, Debashish Saha, Florian Scheidegger, Ganesh Venkataraman, Gegi Thomas, Giovanni Mariani, Hendrik Strobelt, Horst Samulowitz, Martin Wistuba, Matteo Manica, Mihir R. Choudhury, Rong Yan, Roxana Istrate, Ruchir Puri, Tejaswini Pedapati
2018	J	`jnl`	A scalable iterative dense linear system solver for multiple right-hand sides in data analytics. Parallel Comput. Vassilis Kalantzis, A. Cristiano I. Malossi, Costas Bekas, Alessandro Curioni, Efstratios Gallopoulos, Yousef Saad
2018	J	`jnl`	BAGAN: Data Augmentation with Balancing GAN. CoRR Giovanni Mariani, Florian Scheidegger, Roxana Istrate, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	Efficient Image Dataset Classification Difficulty Estimation for Predicting Deep-Learning Accuracy. CoRR Florian Scheidegger, Roxana Istrate, Giovanni Mariani, Luca Benini, Costas Bekas, A. Cristiano I. Malossi
2018	J	`jnl`	TAPAS: Train-less Accuracy Predictor for Architecture Search. CoRR Roxana Istrate, Florian Scheidegger, Giovanni Mariani, Dimitrios S. Nikolopoulos, Costas Bekas, A. Cristiano I. Malossi
2018	A	`conf`	The transprecision computing paradigm: Concept, design, and applications. DATE A. Cristiano I. Malossi, Michael Schaffner, Anca Molnos, Luca Gammaitoni, Giuseppe Tagliavini, Andrew P. J. Emerson, Andrés Tomás, Dimitrios S. Nikolopoulos, Eric Flamand, Norbert Wehn
2017	—	`conf`	Impact of temporal subsampling on accuracy and performance in practical video classification. EUSIPCO Florian Scheidegger, Lukas Cavigelli, Michael Schaffner, A. Cristiano I. Malossi, Constantine Bekas, Luca Benini
2017	—	`conf`	Incremental Training of Deep Convolutional Neural Networks. AutoML@PKDD/ECML Roxana Istrate, A. Cristiano I. Malossi, Costas Bekas, Dimitrios S. Nikolopoulos
2016	—	`conf`	First Experiences with ab initio Molecular Dynamics on OpenPOWER: The Case of CPMD. ISC Workshops Valéry Weber, A. Cristiano I. Malossi, Ivano Tavernelli, Teodoro Laino, Costas Bekas, Manish Modani, Nina Wilner, Tom Heller, Alessandro Curioni
2016	A	`conf`	Stochastic Matrix-Function Estimators: Scalable Big-Data Kernels with High Performance. IPDPS Peter W. J. Staar, Panagiotis Kl. Barkoutsos, Roxana Istrate, A. Cristiano I. Malossi, Ivano Tavernelli, Nikolaj Moll, Heiner Giefers, Christoph Hagleitner, Costas Bekas, Alessandro Curioni
2016	—	`conf`	The Impact of Voltage-Frequency Scaling for the Matrix-Vector Product on the IBM POWER8. Euro-Par Sandra Catalán, A. Cristiano I. Malossi, Costas Bekas, Enrique S. Quintana-Ortí
2015	A	`conf`	An extreme-scale implicit solver for complex PDEs: highly heterogeneous flow in earth's mantle. SC Johann Rudi, A. Cristiano I. Malossi, Tobin Isaac, Georg Stadler, Michael Gurnis, Peter W. J. Staar, Yves Ineichen, Costas Bekas, Alessandro Curioni, Omar Ghattas
2015	J	`jnl`	Systematic derivation of time and power models for linear algebra kernels on multicore architectures. Sustain. Comput. Informatics Syst. A. Cristiano I. Malossi, Yves Ineichen, Costas Bekas, Alessandro Curioni, Enrique S. Quintana-Ortí
2014	J	`jnl`	Changing Computing Paradigms Towards Power Efficiency. CoRR Pavel Klavík, A. Cristiano I. Malossi, Constantine Bekas, Alessandro Curioni
2014	—	`conf`	Performance and Energy-Aware Characterization of the Sparse Matrix-Vector Multiplication on Multithreaded Architectures. ICPP Workshops A. Cristiano I. Malossi, Yves Ineichen, Constantine Bekas, Alessandro Curioni, Enrique S. Quintana-Ortí
2013	J	`jnl`	Implicit Coupling of One-Dimensional and Three-Dimensional Blood Flow Models with Compliant Vessels. Multiscale Model. Simul. A. Cristiano I. Malossi, Pablo J. Blanco, Paolo Crosetto, Simone Deparis, Alfio Quarteroni
2013	J	`jnl`	On the continuity of mean total normal stress in geometrical multiscale cardiovascular problems. J. Comput. Phys. Pablo J. Blanco, Simone Deparis, A. Cristiano I. Malossi
2011	J	`jnl`	An ALE-based numerical technique for modeling sedimentary basin evolution featuring layer deformations and faults. J. Comput. Phys. Matteo Longoni, A. Cristiano I. Malossi, Alfio Quarteroni, Andrea Villa, Paolo Ruffo