Muhammad Abdullah Jamal

27 papers A* 5A 1Journal 17Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	On the Role of Depth in Surgical Vision Foundation Models: An Empirical Study of RGB-D Pre-training. CoRR John J. Han, Adam Schmidt, Muhammad Abdullah Jamal, Chinedu Nwoye, Anita Rau, Jie Ying Wu, Omid Mohareri
2026	J	`jnl`	SUREON: A Benchmark and Vision-Language-Model for Surgical Reasoning. CoRR Alejandra Pérez, Anita Rau, Lee White, Busisiwe Mlambo, Chinedu Innocent Nwoye, Muhammad Abdullah Jamal, Omid Mohareri
2026	J	`jnl`	SurgLaVi: Large-scale hierarchical dataset for surgical vision-language representation learning. Medical Image Anal. Alejandra Pérez, Chinedu Innocent Nwoye, Ramtin Raji Kermani, Omid Mohareri, Muhammad Abdullah Jamal
2025	J	`jnl`	Mitigating Surgical Data Imbalance with Dual-Prediction Video Diffusion Model. CoRR Danush Kumar Venkatesh, Adam Schmidt, Muhammad Abdullah Jamal, Omid Mohareri
2025	A*	`conf`	Multi-Modal Contrastive Masked Autoencoders: A Two-Stage Progressive Pre-training Approach for RGBD Datasets. CVPR Muhammad Abdullah Jamal, Omid Mohareri
2025	J	`jnl`	Multi-view Video-Pose Pretraining for Operating Room Surgical Activity Recognition. CoRR Idris Hamoud, Vinkle Srivastav, Muhammad Abdullah Jamal, Didier Mutter, Omid Mohareri, Nicolas Padoy
2025	J	`jnl`	SurgLaVi: Large-Scale Hierarchical Dataset for Surgical Vision-Language Representation Learning. CoRR Alejandra Pérez, Chinedu Nwoye, Ramtin Raji Kermani, Omid Mohareri, Muhammad Abdullah Jamal
2024	J	`jnl`	AdaEmbed: Semi-supervised Domain Adaptation in the Embedding Space. CoRR Ali Mottaghi, Muhammad Abdullah Jamal, Serena Yeung, Omid Mohareri
2024	J	`jnl`	Curriculum learning based pre-training using Multi-Modal Contrastive Masked Autoencoders. CoRR Muhammad Abdullah Jamal, Omid Mohareri
2024	A	`conf`	M WACV Muhammad Abdullah Jamal, Omid Mohareri
2024	—	`conf`	Rethinking RGB-D Fusion for Semantic Segmentation in Surgical Datasets. ML4H@NeurIPS Muhammad Abdullah Jamal, Omid Mohareri
2024	J	`jnl`	Rethinking RGB-D Fusion for Semantic Segmentation in Surgical Datasets. CoRR Muhammad Abdullah Jamal, Omid Mohareri
2024	J	`jnl`	VidLPRO: A Video-Language Pre-training Framework for Robotic and Laparoscopic Surgery. CoRR Mohammadmahdi Honarmand, Muhammad Abdullah Jamal, Omid Mohareri
2023	J	`jnl`	M CoRR Muhammad Abdullah Jamal, Omid Mohareri
2023	—	`conf`	ST(OR) MIDL Idris Hamoud, Muhammad Abdullah Jamal, Vinkle Srivastav, Didier Mutter, Nicolas Padoy, Omid Mohareri
2023	J	`jnl`	ST(OR)2: Spatio-Temporal Object Level Reasoning for Activity Recognition in the Operating Room. CoRR Idris Hamoud, Muhammad Abdullah Jamal, Vinkle Srivastav, Didier Mutter, Nicolas Padoy, Omid Mohareri
2023	J	`jnl`	SurgMAE: Masked Autoencoders for Long Surgical Video Analysis. CoRR Muhammad Abdullah Jamal, Omid Mohareri
2022	—	`conf`	An Empirical Study on Activity Recognition in Long Surgical Videos. ML4H@NeurIPS Zhuohong He, Ali Mottaghi, Aidean Sharghi, Muhammad Abdullah Jamal, Omid Mohareri
2022	J	`jnl`	Multi-Modal Unsupervised Pre-Training for Surgical Operating Room Workflow Analysis. CoRR Muhammad Abdullah Jamal, Omid Mohareri
2022	—	`conf`	Multi-modal Unsupervised Pre-training for Surgical Operating Room Workflow Analysis. MICCAI (8) Muhammad Abdullah Jamal, Omid Mohareri
2021	A*	`conf`	A Lazy Approach to Long-Horizon Gradient-Based Meta-Learning. ICCV Muhammad Abdullah Jamal, Liqiang Wang, Boqing Gong
2020	A*	`conf`	Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective. CVPR Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong
2020	J	`jnl`	Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition from a Domain Adaptation Perspective. CoRR Muhammad Abdullah Jamal, Matthew Brown, Ming-Hsuan Yang, Liqiang Wang, Boqing Gong
2019	A*	`conf`	Task Agnostic Meta-Learning for Few-Shot Learning. CVPR Muhammad Abdullah Jamal, Guo-Jun Qi
2018	A*	`conf`	Deep Face Detector Adaptation Without Negative Transfer or Catastrophic Forgetting. CVPR Muhammad Abdullah Jamal, Haoxiang Li, Boqing Gong
2018	J	`jnl`	Task-Agnostic Meta-Learning for Few-shot Learning. CoRR Muhammad Abdullah Jamal, Guo-Jun Qi, Mubarak Shah
2017	J	`jnl`	Confined projection on selected sub-surface using a robust binary-coded pattern for pico-projectors. Multim. Syst. Shafaq Mussadiq, Rehan Hafiz, Muhammad Abdullah Jamal