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Publication search results
found 69 matches
- 2024
- Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Fakhreddine Zayer, Jorge Dias, Muhammad Shafique:
Embodied Neuromorphic Artificial Intelligence for Robotics: Perspectives, Challenges, and Research Development Stack. CoRR abs/2404.03325 (2024) - Iqra Bano, Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique:
A Methodology to Study the Impact of Spiking Neural Network Parameters considering Event-Based Automotive Data. CoRR abs/2404.03493 (2024) - Rachmad Vidya Wicaksana Putra, Alberto Marchisio, Muhammad Shafique:
SNN4Agents: A Framework for Developing Energy-Efficient Embodied Spiking Neural Networks for Autonomous Agents. CoRR abs/2404.09331 (2024) - 2023
- Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe:
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. ACL (Findings) 2023: 5474-5490 - Ana M. B. Pavani, Clara Viegas, Natércia Lima, Gustavo R. Alves, Arcelina Marques, André V. Fidalgo, Frederico L. Jacob, Juarez Bento da Silva, Susana Marchisio, Luis Schlichting, Fernando Soria, Federico Lerro, William de Souza Barbosa, Reginaldo Steinbach, Paulo Mafra:
VISIR+ Project Follow-up after four years: Educational and research impact. FIE 2023: 1-8 - Danilo Pau, Stefano Colella, Claudio Marchisio:
End to End Optimized Tiny Learning for Repositionable Walls in Maze Topologies. ICCE 2023: 1-7 - Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Lars Erik Saito Stenetorp, Sebastian Riedel, Mikel Artetxe:
Improving Language Plasticity via Pretraining with Active Forgetting. NeurIPS 2023 - Yihong Chen, Kelly Marchisio, Roberta Raileanu, David Ifeoluwa Adelani, Pontus Stenetorp, Sebastian Riedel, Mikel Artetxe:
Improving Language Plasticity via Pretraining with Active Forgetting. CoRR abs/2307.01163 (2023) - 2022
- Kelly Marchisio, Conghao Xiong, Philipp Koehn:
Embedding-Enhanced GIZA++: Improving Low-Resource Word Alignment Using Embeddings. AMTA 2022: 264-273 - Vadim V. Elisseev, Robert Manson-Sawko, Carlos Peña-Monferrer, Guido Lupieri, Michael Seaton, Gianluca Boccardo, Jan-Willem Handgraaf, Ilian T. Todorov, Daniele L. Marchisio, Adam Kowalski:
Multiscale scientific workflows on high-performance hybrid cloud. CANOPIE-HPC@SC 2022: 1-11 - Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çaglar Senaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé:
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation. CVPR 2022: 21126-21135 - Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn:
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. EMNLP 2022: 2545-2561 - Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn:
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. EMNLP 2022: 6019-6033 - Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio:
Rapidai4Eo: Mono-and Multi-Temporal Deep Learning Models for Updating the Corine land Cover Product. IGARSS 2022: 2247-2250 - Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çaglar Senaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé:
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation. CoRR abs/2203.12560 (2022) - Kelly Marchisio, Neha Verma, Kevin Duh, Philipp Koehn:
IsoVec: Controlling the Relative Isomorphism of Word Embedding Spaces. CoRR abs/2210.05098 (2022) - Kelly Marchisio, Ali Saad-Eldin, Kevin Duh, Carey E. Priebe, Philipp Koehn:
Bilingual Lexicon Induction for Low-Resource Languages using Graph Matching via Optimal Transport. CoRR abs/2210.14378 (2022) - Priyash Bhugra, Benjamin Bischke, Christoph Werner, Robert Syrnicki, Carolin Packbier, Patrick Helber, Çaglar Senaras, Akhil Singh Rana, Tim Davis, Wanda De Keersmaecker, Daniele Zanaga, Annett Wania, Ruben Van De Kerchove, Giovanni Marchisio:
RapidAI4EO: Mono- and Multi-temporal Deep Learning models for Updating the CORINE Land Cover Product. CoRR abs/2210.14624 (2022) - Kelly Marchisio, Patrick S. H. Lewis, Yihong Chen, Mikel Artetxe:
Mini-Model Adaptation: Efficiently Extending Pretrained Models to New Languages via Aligned Shallow Training. CoRR abs/2212.10503 (2022) - 2021
- Alessandra Sciutti, Fiorella Battaglia, Maria Rosanna Fossati, Valentina Calderai, Manuel Giuseppe Catalano, Gianluca Antonelli, Giorgio Maria Di Nunzio, Nevio Dubbini, Laura Giarré, Emanuele Menegatti, Francesca Negrello, Federica Pascucci, Monica Pivetti, Andrea Maria Zanchettin, Arturo Baroncelli, Salvatore Majorana, Carlo Marchisio, Bruno Siciliano, Paolo Rocco, Giorgio Metta, Claudio Melchiorri, Cecilia Laschi, Eugenio Guglielmelli, Alessandro De Luca, Paolo Dario, Antonio Bicchi:
Making an Opportunity Out of a Crisis: The Inclusive Approach of the Italian Robotics Community. IEEE Robotics Autom. Mag. 28(4): 79-91 (2021) - Kelly Marchisio, Youngser Park, Ali Saad-Eldin, Anton Alyakin, Kevin Duh, Carey E. Priebe, Philipp Koehn:
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding Spaces. EMNLP (Findings) 2021: 738-749 - Muhammad Shafique, Alberto Marchisio, Rachmad Vidya Wicaksana Putra, Muhammad Abdullah Hanif:
Towards Energy-Efficient and Secure Edge AI: A Cross-Layer Framework ICCAD Special Session Paper. ICCAD 2021: 1-9 - Giovanni Marchisio, Patrick Helber, Benjamin Bischke, Timothy Davis, Çaglar Senaras, Daniele Zanaga, Ruben Van De Kerchove, Annett Wania:
RapidAI4EO: A Corpus for Higher Spatial and Temporal Reasoning. IGARSS 2021: 1161-1164 - Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique:
DVS-Attacks: Adversarial Attacks on Dynamic Vision Sensors for Spiking Neural Networks. IJCNN 2021: 1-9 - Alberto Marchisio, Giacomo Pira, Maurizio Martina, Guido Masera, Muhammad Shafique:
R-SNN: An Analysis and Design Methodology for Robustifying Spiking Neural Networks against Adversarial Attacks through Noise Filters for Dynamic Vision Sensors. IROS 2021: 6315-6321 - Kelly Marchisio, Philipp Koehn, Conghao Xiong:
An Alignment-Based Approach to Semi-Supervised Bilingual Lexicon Induction with Small Parallel Corpora. MTSummit (1) 2021: 293-304 - Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu:
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks 2021 - Federico Lerro, Susana Marchisio, Miguel Angel Plano, Claudio Merendino, Sonia Beatriz Concari:
How do electronic engineering students experiment with remote labs? TEEM 2021: 570-576 - Jack White, Alex Codoreanu, Ignacio Zuleta, Colm Lynch, Giovanni Marchisio, Stephen M. Petrie, Alan R. Duffy:
Super-Resolving Beyond Satellite Hardware Using Realistically Degraded Images. CoRR abs/2103.06270 (2021) - Kelly Marchisio, Conghao Xiong, Philipp Koehn:
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry. CoRR abs/2104.08721 (2021)
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