Alessio Devoto
- Are We Done with MMLU?
2024/06/06 by Aryo Pradipta Gema, Gema, Aryo Pradipta, Joshua Ong Jun Leang +29 · 5 voices · 59 citations
Computer Science · #Topic Modeling #Text Readability and Simplification #Natural Language Processing Techniques
- Expected Attention: KV Cache Compression by Estimating Attention from Future Queries Distribution
2025/10/01 by Alessio Devoto, Devoto, Alessio, Maximilian Jeblick +3 · 2 voices · 11 citations
#cs.AI #cs.CL
- A Simple and Effective L2 Norm-Based Strategy for KV Cache Compression
2024/06/17 by Alessio Devoto, Yu Zhao, Devoto, Alessio +5 · 3 voices · 22 citations
Computer Science · #Advanced Data Compression Techniques #Advanced Data Storage Technologies #Algorithms and Data Compression #cs.AI #cs.CL
- Steering Knowledge Selection Behaviours in LLMs via SAE-Based Representation Engineering
2024/10/21 by Yu Zhao, Zhao, Yu, Alessio Devoto +15 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Semantic Web and Ontologies
- Adaptive Layer Selection for Efficient Vision Transformer Fine-Tuning
2024/08/16 by Alessio Devoto, Federico Alvetreti, Devoto, Alessio +9 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Target Detection Methodologies #Photonic and Optical Devices
- Analysing the Residual Stream of Language Models Under Knowledge Conflicts
2024/10/21 by Yu Zhao, Xiaotang Du, Zhao, Yu +15 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Adaptive Computation Modules: Granular Conditional Computation For Efficient Inference
2023/12/15 by Bartosz Wójcik, Wójcik, Bartosz, Alessio Devoto +7 · 2 voices · 1 citation
#cs.LG
- Adaptive Semantic Token Selection for AI-native Goal-oriented Communications
2024/04/25 by Alessio Devoto, Devoto, Alessio, Simone Petruzzi +7 · 2 citations
Computer Science · Decision Sciences · Medicine · #94A40 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Cognitive Computing and Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Scientific Computing and Data Management
- Mixture-of-Experts Graph Transformers for Interpretable Particle Collision Detection
2025/01/06 by Donatella Genovese, Genovese, Donatella, Alessandro Sgroi +19 · 2 voices · 1 citation
Computer Science · Medicine · #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #cs.LG #hep-ph
- Goal-oriented Communications based on Recursive Early Exit Neural Networks
2024/12/27 by Jary Pomponi, Pomponi, Jary, Mattia Merluzzi +9 · 1 citation
Engineering · Computer Science · #Advanced Algorithms and Applications #Speech and Audio Processing #Wireless Sensor Networks and IoT
- NVIDIA-labs OO Agents: Native Python Object-Oriented Agents
2026/07/22 by Paul Furgale, Severin Klingler, James Nolan +12
#cs.AI #cs.CL