Scholar
Muhammad Kamran Janjua
Google Scholar ID: UffhXU4AAAAJ
AI Researcher @ Huawei
Citations & Impact
Citations
214
H-index
8
i10-index
7
Publications
13
Co-authors
13
list available
Publications
Resume (English only)
Academic Achievements
- Grounding Degradations in Natural Language for All-In-One Video Restoration Preprint, 2025
- Fantastic Multi-Task Gradient Updates and How to Find Them In a Cone Preprint, 2025
- Learning Truncated Causal History Model for Video Restoration Neural Information Processing Systems (NeurIPS), 2024
- CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Transactions on Machine Learning Research (TMLR), 2024
- GVFs in the Real World: Making Predictions Online for Water Treatment Machine Learning, 2023
- Movement-Induced Priors for Deep Stereo 25th International Conference on Pattern Recognition (ICPR), 2020
- Deep Latent Space Learning for Cross-Modal Mapping of Audio and Visual Signals Digital Image Computing: Techniques and Applications (DICTA), 2019
Research Experience
- Worked as a Machine Learning Researcher at Huawei, Canada, focusing on video understanding and online learning.
Education
- Graduate student under Dr. Martha White at the University of Alberta, working on continual learning.
Background
- Machine Learning Researcher at Huawei, Canada. Interested in problems related to video understanding and online learning.
