Sergey Zagoruyko
- End-to-End Object Detection with Transformers
2020/05/26 by Nicolas Carion, Francisco Massa, Carion, Nicolas +9 · 1 voice · 819 citations
#cs.CV
- Wide Residual Networks
2016/05/23 by Sergey Zagoruyko, Zagoruyko, Sergey, Nikos Komodakis +1 · 583 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Paying More Attention to Attention: Improving the Performance of Convolutional Neural Networks via Attention Transfer
2016/12/12 by Sergey Zagoruyko, Nikos Komodakis, Zagoruyko, Sergey +1 · 187 citations
Computer Science · Engineering · #Visual Attention and Saliency Detection #CCD and CMOS Imaging Sensors #Advanced Neural Network Applications
- Learning to Compare Image Patches via Convolutional Neural Networks
2015/04/14 by Sergey Zagoruyko, Zagoruyko, Sergey, Nikos Komodakis +1 · 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 #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE)
- Safe Real-World Autonomous Driving by Learning to Predict and Plan with a Mixture of Experts
2022/11/03 by Stefano Pini, Pini, Stefano, Christian S. Perone +9 · 9 citations
Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics (cs.RO) #Traffic Prediction and Management Techniques
- DiracNets: Training Very Deep Neural Networks Without Skip-Connections
2017/06/01 by Sergey Zagoruyko, Nikos Komodakis, Zagoruyko, Sergey +1 · 7 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Monte-Carlo Tree Search for Efficient Visually Guided Rearrangement\n Planning
2019/04/23 by Yann Labbé, Labbé, Yann, Sergey Zagoruyko +11 · 4 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robot Manipulation and Learning #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
- Scaling the Scattering Transform: Deep Hybrid Networks
2017/03/27 by Edouard Oyallon, Oyallon, Edouard, Eugene Belilovsky +3 · 4 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geophysical Methods and Applications #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
- Standing Between Past and Future: Spatio-Temporal Modeling for Multi-Camera 3D Multi-Object Tracking
2023/02/07 by Ziqi Pang, Pang, Ziqi, Jie Li +9 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Robotics (cs.RO) #Video Surveillance and Tracking Methods
- Exploring Weight Symmetry in Deep Neural Networks
2018/12/28 by Xu Shell Hu, Sergey Zagoruyko, Hu, Xu Shell +3 · 2 citations
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) #Stochastic Gradient Optimization Techniques