Jose M. Alvarez

1. SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers
   2021/05/31 by Enze Xie, Xie, Enze, Wenhai Wang +10 · 489 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 #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods #cs.CV #cs.LG
2. Personalized Federated Learning with First Order Model Optimization
   2020/12/15 by Michael Zhang, Karan Sapra, Zhang, Michael +8 · 26 citations
   Computer Science · Decision Sciences · Mathematics · #Advanced Graph Neural Networks #Data Quality and Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #and Cluster Computing (cs.DC) #cs.DC #cs.LG #stat.ML
3. Cost Volume Pyramid Based Depth Inference for Multi-View Stereo
   2019/12/18 by Jiayu Yang, Wei Mao, Yang, Jiayu +6 · 19 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Image Processing Techniques and Applications #Optical measurement and interference techniques #cs.CV
4. Panoptic SegFormer: Delving Deeper into Panoptic Segmentation with Transformers
   2021/09/08 by Zhiqi Li, Wenhai Wang, Li, Zhiqi +15 · 9 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #cs.CV
5. Compression-aware Training of Deep Networks
   2017/11/07 by Jose M. Álvarez, Jose M. Alvarez, Mathieu Salzmann +2 · 5 citations
   Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Machine Learning and Algorithms #cs.CV
6. Self-supervised Learning of Depth Inference for Multi-view Stereo
   2021/04/07 by Jiayu Yang, Jose M. Álvarez, Jose M. Alvarez +4 · 4 citations
   Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image Processing Techniques and Applications #cs.CV