Iacopo Poli

1. A Comparative Study of Clinical ModernBERT and BioMedical ModernBERT on the DDXPlus Dataset
   2024/12/18 by Benjamin Warner, Antoine Chaffin, Warner, Benjamin +25 · 8 voices · 242 citations
   Computer Science · #Advanced Data Compression Techniques #Human Pose and Action Recognition #Video Analysis and Summarization #cs.AI #cs.CL
2. RITA: a Study on Scaling Up Generative Protein Sequence Models
   2022/05/11 by Daniel Hesslow, Niccoló Zanichelli, Hesslow, Daniel +7 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Algorithms and Data Compression #FOS: Biological sciences #FOS: Computer and information sciences #Genomics and Phylogenetic Studies #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Quantitative Methods (q-bio.QM)
3. Principled Training of Neural Networks with Direct Feedback Alignment
   2019/06/11 by Julien Launay, Iacopo Poli, Launay, Julien +3 · 5 citations
   Computer Science · Engineering · #Neural Networks and Applications #Advanced Data Processing Techniques #Image Processing and 3D Reconstruction
4. Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences
   2025/03/06 by Adnan Shahid, Shahid, Adnan, Adrian Kliks +229 · 14 citations
   Computer Science · Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Software-Defined Networks and 5G
5. Hardware Beyond Backpropagation: a Photonic Co-Processor for Direct Feedback Alignment
   2020/12/11 by Julien Launay, Iacopo Poli, Launay, Julien +13 · 1 citation
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Optical Network Technologies #Photonic and Optical Devices
6. Streamlined optical training of large-scale modern deep learning architectures with direct feedback alignment
   2024/09/01 by Ziao Wang, Wang, Ziao, Kilian Müller +27 · 2 citations
   Computer Science · #Applied Physics (physics.app-ph) #Disordered Systems and Neural Networks (cond-mat.dis-nn) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Optics (physics.optics)