Gesmundo, Andrea

1. 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 · 1459 citations
   Computer Science · #cs.CL #cs.AI
2. Parameter-Efficient Transfer Learning for NLP
   2019/02/02 by Neil Houlsby, Andrei Giurgiu, Houlsby, Neil +13 · 715 citations
   Computer Science · #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
3. Composable Function-preserving Expansions for Transformer Architectures
   2023/08/11 by Andrea Gesmundo, Andréa Gesmundo, Gesmundo, Andrea +2 · 1 voice · 2 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Neural Networks and Applications #cs.LG
4. Scaling Up Models and Data with t5x and seqio
   2022/03/31 by Adam Roberts, Hyung Won Chung, Roberts, Adam +83 · 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
5. Temporal Coding in Spiking Neural Networks with Alpha Synaptic Function:\n Learning with Backpropagation
   2019/07/30 by Iulia M. Comșa, Krzysztof Potempa, Comsa, Iulia M. +8 · 6 citations
   Computer Science · Engineering · Neuroscience · #Advanced Memory and Neural Computing #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE) #Neural dynamics and brain function #Neurons and Cognition (q-bio.NC)
6. Evolutionary-Neural Hybrid Agents for Architecture Search
   2018/11/24 by Krzysztof Maziarz, Maziarz, Krzysztof, Andrey Khorlin +5 · 4 citations
   Computer Science · #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
7. An Evolutionary Approach to Dynamic Introduction of Tasks in Large-scale Multitask Learning Systems
   2022/05/25 by Andrea Gesmundo, Andréa Gesmundo, Jeff Dean +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
8. Analyzing Language Learned by an Active Question Answering Agent
   2018/01/23 by Christian Buck, Jannis Bulian, Buck, Christian +11 · 2 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
9. Transfer Learning to Learn with Multitask Neural Model Search
   2017/10/30 by Catherine Wong, Andréa Gesmundo, Wong, Catherine +1 · 1 citation
   Computer Science · #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
10. Transfer Learning with Neural AutoML
    2018/03/07 by Catherine Wong, Neil Houlsby, Wong, Catherine +5 · 1 citation
    Computer Science · #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
11. Less is more -- the Dispatcher/ Executor principle for multi-task Reinforcement Learning
    2023/12/14 by Martin Riedmiller, Gesmundo, Andrea, Riedmiller, Martin +4 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Reinforcement Learning in Robotics #Robotics (cs.RO)
12. Ranking architectures using meta-learning
    2019/11/26 by Alina Dubatovka, Dubatovka, Alina, Luciano Sbaiz +8 · 1 citation
    Computer Science · #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