Siam, Mennatullah

1. Video Class Agnostic Segmentation Benchmark for Autonomous Driving
   2021/03/19 by Siam, Mennatullah, Kendall, Alex, Jagersand, Martin · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
2. Video Object Segmentation using Teacher-Student Adaptation in a Human\n Robot Interaction (HRI) Setting
   2018/10/17 by Mennatullah Siam, Siam, Mennatullah, Chen Jiang +11 · 3 citations
   Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
3. Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach
   2024/04/17 by Mir Rayat Imtiaz Hossain, Hossain, Mir Rayat Imtiaz, Mennatullah Siam +5 · 5 citations
   Engineering · Computer Science · #Image Processing Techniques and Applications #Advanced Vision and Imaging #Advanced Image and Video Retrieval Techniques
4. Temporal Transductive Inference for Few-Shot Video Object Segmentation
   2022/03/27 by Mennatullah Siam, Siam, Mennatullah, Konstantinos G. Derpanis +3 · 3 citations
   Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Processing Techniques and Applications
5. Deep Semantic Segmentation for Automated Driving: Taxonomy, Roadmap and Challenges
   2017/07/08 by Siam, Mennatullah, Elkerdawy, Sara, Jagersand, Martin +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (stat.ML)
6. A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
   2022/06/06 by Kowal, Matthew, Siam, Mennatullah, Islam, Md Amirul +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Monocular Instance Motion Segmentation for Autonomous Driving: KITTI InstanceMotSeg Dataset and Multi-task Baseline
   2020/08/16 by Mohamed, Eslam, Ewaisha, Mahmoud, Siam, Mennatullah +5 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
8. The Power of One: A Single Example is All it Takes for Segmentation in VLMs
   2025/03/13 by Hossain, Mir Rayat Imtiaz, Siam, Mennatullah, Sigal, Leonid +1 · 3 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
9. Quantifying and Learning Static vs. Dynamic Information in Deep Spatiotemporal Networks
   2022/11/03 by Kowal, Matthew, Siam, Mennatullah, Islam, Md Amirul +3 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
10. MED-VT++: Unifying Multimodal Learning with a Multiscale Encoder-Decoder Video Transformer
    2023/04/12 by Karim, Rezaul, Zhao, He, Wildes, Richard P. +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
11. Multiscale Memory Comparator Transformer for Few-Shot Video Segmentation
    2023/07/15 by Siam, Mennatullah, Karim, Rezaul, Zhao, He +1 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences