Siam, Mennatullah

16 publications

TMLR 2026 Segmentation from Attention: Training-Free Layer Selection and One-Shot Tuning for Segmentation in VLMs Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

WACV 2025 TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking Raghav Goyal, Wan-Cyuan Fan, Mennatullah Siam, Leonid Sigal

NeurIPSW 2024 Dynamics Based Neural Encoding with Inter-Intra Region Connectivity Mai Gamal, Mohamed Rashad Abdel Hamid, Eman Ehab Nasef, Seif Eldawlatly, Mennatullah Siam

ECCVW 2024 The Second Visual Object Tracking Segmentation VOTS2024 Challenge Results Matej Kristan, Jirí Matas, Pavel Tokmakov, Michael Felsberg, Luka Cehovin Zajc, Alan Lukezic, Khanh-Tung Tran, Xuan-Son Vu, Johanna Björklund, Hyung Jin Chang, Gustavo Fernández, Minasadat Attari, Antoni B. Chan, Liang Chen, Xin Chen, Jaired Collins, Yutao Cui, Ganesh Sai Manas Devarapu, Yinglong Du, Heng Fan, Wan-Cyuan Fan, Zhenhua Feng, Mingqi Gao, Rama Krishna Gorthi, Raghav Goyal, Jungong Han, Bijaya Kumar Hatuwal, Zhenyu He, Xiantao Hu, Xingsen Huang, Yuqing Huang, Dongmei Jiang, Ben Kang, Kannappan Palaniappan, Josef Kittler, Simiao Lai, Ning Li, Xiaohai Li, Xin Li, Cheng Liang, Liting Lin, Haibin Ling, Ting Liu, Ziquan Liu, Huchuan Lu, Yifei Luo, Deshui Miao, Juan David Mogollon, Ziqi Pang, Jaswanth Reddy Pochimireddy, Viktor Prutyanov, Gani Rahmon, Aleksandr Romanov, Liangtao Shi, Mennatullah Siam, Leonid Sigal, Arun Kumar Sivapuram, Roman A. Solovyev, Elham Soltani Kazemi, Imad Eddine Toubal, Jia Wan, Limin Wang, Xinying Wang, Yaowei Wang, Yu-Xiong Wang, Zhiquan Wang, Gangshan Wu, Qiangqiang Wu, Xiaojun Wu, Zihao Xia, Jinxia Xie, Chenlong Xu, Tianyang Xu, Yong Xu, Chaocan Xue, Chao Yang, Jinyu Yang, Ming-Hsuan Yang, Chenyang Yu, Ke Yu, Chunhui Zhang, Jiaming Zhang, Zhipeng Zhang, Feng Zheng, Yaozong Zheng, Bineng Zhong, Jinglin Zhou, Junbao Zhou, Yong Zhou, Zikun Zhou, Guibo Zhu, Jiawen Zhu, Xuefeng Zhu, Vladimir V. Zunin

JAIR 2024 The State of Computer Vision Research in Africa Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, Houcemeddine Turki, Mahmoud Abdien, Karim Gamal, Idriss Tondji, Yvan Pimi, Naome A. Etori, Marwa M. Matar, Clifford Broni-Bediako, Abigail Oppong, Mai Gamal, Eman Ehab, Gbètondji J.-S. Dovonon, Zainab Akinjobi, Daniel Ajisafe, Oluwabukola G. Adegboro, Mennatullah Siam

CVPR 2024 Visual Prompting for Generalized Few-Shot Segmentation: A Multi-Scale Approach Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little

IJCAI 2023 AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa Bushra Ibnauf, Mohammed Aboul Ezz, Ayman Abdel Aziz, Khalid Elgazzar, Mennatullah Siam

CVPR 2023 MED-VT: Multiscale Encoder-Decoder Video Transformer with Application to Object Segmentation Rezaul Karim, He Zhao, Richard P. Wildes, Mennatullah Siam

CVPR 2022 A Deeper Dive into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information Matthew Kowal, Mennatullah Siam, Md Amirul Islam, Neil D. B. Bruce, Richard P. Wildes, Konstantinos G. Derpanis

CVPRW 2021 Video Class Agnostic Segmentation Benchmark for Autonomous Driving Mennatullah Siam, Alex Kendall, Martin Jägersand

IJCAI 2020 Weakly Supervised Few-Shot Object Segmentation Using Co-Attention with Visual and Semantic Embeddings Mennatullah Siam, Naren Doraiswamy, Boris N. Oreshkin, Hengshuai Yao, Martin Jägersand

ICLRW 2019 Adaptive Masked Weight Imprinting for Few-Shot Segmentation Mennatullah Siam, Boris Oreshkin

CVPRW 2018 A Comparative Study of Real-Time Semantic Segmentation for Autonomous Driving Mennatullah Siam, Mostafa Gamal, Moemen Abdel-Razek, Senthil Kumar Yogamani, Martin Jägersand, Hong Zhang

WACV 2017 Recurrent Fully Convolutional Networks for Video Segmentation Sepehr Valipour, Mennatullah Siam, Martin Jägersand, Nilanjan Ray

WACV 2017 Unifying Registration Based Tracking: A Case Study with Structural Similarity Abhineet Singh, Mennatullah Siam, Martin Jägersand

ICCVW 2013 Enhanced Target Tracking in UAV Imagery with P-N Learning and Structural Constraints Mennatullah Siam, Mohamed ElHelw