Neumann, Maxim

1. Progressive Neural Architecture Search
   2017/12/02 by Chenxi Liu, Liu, Chenxi, Barret Zoph +17 · 1 voice · 82 citations
   Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Adversarial Robustness in Machine Learning
2. PaliGemma: A versatile 3B VLM for transfer
   2024/07/10 by Lucas Beyer, Beyer, Lucas, Andreas Steiner +72 · 1 voice · 255 citations
   Computer Science · Engineering · #cs.CV #cs.AI #cs.CL #cs.LG
3. Scaling Vision with Sparse Mixture of Experts
   2021/06/10 by Carlos Riquelme, Joan Puigcerver, Riquelme, Carlos +13 · 1 voice · 165 citations
   Computer Science · Medicine · #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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
4. Simple Open-Vocabulary Object Detection with Vision Transformers
   2022/05/12 by Matthias Minderer, Minderer, Matthias, Alexey A. Gritsenko +27 · 1 voice · 33 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
5. A Large-scale Study of Representation Learning with the Visual Task Adaptation Benchmark
   2019/10/01 by Xiaohua Zhai, Zhai, Xiaohua, Joan Puigcerver +31 · 59 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #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
6. Continental-Scale Building Detection from High Resolution Satellite Imagery
   2021/07/26 by Sirko, Wojciech, Kashubin, Sergii, Ritter, Marvin +7 · 10 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. In-domain representation learning for remote sensing
   2019/11/15 by Maxim Neumann, Neumann, Maxim, André Susano Pinto +5 · 8 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Remote-Sensing Image Classification
8. Training general representations for remote sensing using in-domain\n knowledge
   2020/09/30 by Maxim Neumann, André Susano Pinto, Neumann, Maxim +5 · 2 citations
   Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
9. Planted: a dataset for planted forest identification from multi-satellite time series
   2024/05/24 by Pazos-Outón, Luis Miguel, Vasconcelos, Cristina Nader, Raichuk, Anton +3 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)