Regular biography
Manmohan Chandraker is a faculty member in the Department of Computer Science at the University of California, San Diego. His research interests include areas related to computer science, though specific details are not provided. Chandraker's profile page indicates his affiliation with the university and provides contact information, including his email address and website. Further details about his academic background, publications, and professional achievements are not available in the provided information.
Scholar-generated biography
Manmohan Chandraker is a professor at the University of California, San Diego, specializing in computer vision and machine learning. His research focuses on developing advanced techniques for semantic segmentation, object detection, and person re-identification. He explores methods for improving model efficiency through knowledge distillation and domain adaptation. His work also addresses challenges in autonomous navigation, face recognition, and inverse rendering. Chandraker's research emphasizes structured output learning, feature transfer, and disentanglement for robust representation learning. His contributions span diverse applications, including 4D light-field analysis and material recognition. His publications highlight the importance of adapting models to real-world scenarios with limited supervision.