Ali Salamatian, Amirhossein Abaskohi, Wan-Cyuan Fan, Mir Rayat Imtiaz Hossain, Leonid Sigal, Giuseppe Carenini. "ChartGaze: Enhancing Chart Understanding in LVLMs with Eye-Tracking Guided Attention Refinement". Accepted in EMNLP 2025 (Main).
Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little. "The Power of One: A Single Example is All it Takes for Segmentation in VLMs," arXiv preprint arXiv:2503.10779 (2025). [Paper]
Jiayun Luo, Mir Rayat Imtiaz Hossain, Boyang Li, Leonid Sigal. "Barking Up The Syntactic Tree: Enhancing VLM Training with Syntactic Losses." arXiv preprint arXiv:2412.08110 (2024). [Paper]
Mir Rayat Imtiaz Hossain, Mennatullah Siam, Leonid Sigal, James J. Little. "Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach ." In Proceedings of the IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) 2024. [Paper][Code]
Mir Rayat Imtiaz Hossain, Leonid Sigal, James J. Little. "Framework-agnostic Semantically-aware Global Reasoning for Segmentation." In Proceedings of the Winter Conference on Applications of Computer Vision (WACV) 2024. [Paper]
Mir Rayat Imtiaz Hossain, James J. Little. "Exploiting temporal information for 3D human pose estimation." In Proceedings of the European Conference on Computer Vision (ECCV) 2018. [Paper] [Code]
Julieta Martinez, Rayat Hossain, Javier Romero, James J. Little. "A simple yet effective baseline for 3d human pose estimation ." In Proceedings of the International Conference on Computer Vision (ICCV) 2017. [Paper] [Code]
Mir Rayat Imtiaz Hossain, Imran Ahmed, Md. Hasanul Kabir. "Automatic lung tumor detection based on GLCM features ." In Asian Conference on Computer Vision Workshop (ACCV Workshop) 2014.
Mir Rayat Imtiaz Hossain, "Understanding the sources of error for 3D human pose estimation from monocular images and videos", Master's thesis, The University of British Columbia, 2017. [PDF]