Marcos V. Treviso

1. Sparse and Continuous Attention Mechanisms
   2020/06/12 by André F. T. Martins, António Farinhas, Martins, André F. T. +9 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
2. DashAttention: Differentiable and Adaptive Sparse Hierarchical Attention
   2026/05/18 by Yuxiang Huang, Nuno M. T. Gonçalves, Federico Alvetreti +5 · 2 voices
   #cs.CL #cs.AI #cs.LG
3. Sparse Continuous Distributions and Fenchel-Young Losses
   2021/08/04 by André F. T. Martins, Martins, André F. T., Marcos V. Treviso +11 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
4. AdaSplash: Adaptive Sparse Flash Attention
   2025/02/17 by Nuno Gonçalves, Marcos V. Treviso, Gonçalves, Nuno +3 · 3 citations
   Computer Science · #Image and Video Quality Assessment