Andrea Gesmundo
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1467 citations
Computer Science · #cs.CL #cs.AI
- Parameter-Efficient Transfer Learning for NLP
2019/02/02 by Neil Houlsby, Houlsby, Neil, Andrei Giurgiu +15 · 725 citations
Computer Science · Mathematics · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG #stat.ML
- Composable Function-preserving Expansions for Transformer Architectures
2023/08/11 by Andréa Gesmundo, Andrea Gesmundo, Gesmundo, Andrea +2 · 1 voice · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Architecture #Artificial intelligence #Artificial neural network #Computer science #Deep neural networks #Domain Adaptation and Few-Shot Learning #Engineering #Initialization #Neural Networks and Applications #Programming language #Scratch #Transformation (genetics) #Transformer #cs.LG
- Scaling Up Models and Data with
t5x and seqio
2022/03/31 by Adam Roberts, Roberts, Adam, Hyung Won Chung +87 · 1 voice · 14 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.CL #cs.LG
- Evolutionary-Neural Hybrid Agents for Architecture Search
2018/11/24 by Krzysztof Maziarz, Mingxing Tan, Maziarz, Krzysztof +8 · 4 citations
Computer Science · Mathematics · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics #cs.LG #cs.NE #stat.ML
- An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems
2022/05/25 by Andrea Gesmundo, Andréa Gesmundo, Gesmundo, Andrea +2 · 1 voice · 1 citation
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Neural and Evolutionary Computing (cs.NE) #cs.AI #cs.CV #cs.LG #cs.NE
- Analyzing Language Learned by an Active Question Answering Agent
2018/01/23 by Christian Buck, Buck, Christian, Jannis Bulian +12 · 2 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- Transfer Learning to Learn with Multitask Neural Model Search
2017/10/30 by Catherine Wong, Andrea Gesmundo, Andréa Gesmundo +2 · 1 citation
Computer Science · Mathematics · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG #stat.ML
- Transfer Learning with Neural AutoML
2018/03/07 by Catherine Wong, Wong, Catherine, Neil Houlsby +6 · 1 citation
Computer Science · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Machine Learning and Data Classification #cs.LG #stat.ML
- Ranking architectures using meta-learning
2019/11/26 by Alina Dubatovka, Dubatovka, Alina, Efi Kokiopoulou +11 · 1 citation
Computer Science · Mathematics · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #cs.LG #stat.ML