Published in CVPRW 2024 (Oral)
An automatic annotation framework that leverages LLMs and VLMs to propose and label various attributes for a domain.
K. Kabra, K. M. Lewis, G. Balakrishnan (2023). "GELDA: A generative language annotation framework to reveal visual biases in datasets" arXiv preprint arXiv:2311.18064.
Published in CVPRW 2024
A causal analysis showing how different facial attributes and distortions to semantic regions impact the Fréchet distance across several popular deep feature spaces
K. Kabra, G. Balakrishnan (2023). "F?D: On understanding the role of deep feature spaces on face generation evaluation" arXiv preprint arXiv:2305.20048.
Published in ICMLA 2022
An automatic annotation framework that leverages LLMs and VLMs to propose and label various attributes for a domain.
K. Kabra, A. Xiong, W. Li, M. Luo, W. Lu, R. Garcia, D. Vijay, J. Yu, M. Tang, T. Yu, H. Arnold, A. Vallery, R. Gibbons, A. Barman (2022). "Deep object detection for waterbird monitoring using aerial imagery" 2022 21st IEEE International Conference on Machine Learning and Applications (ICMLA), Nassau, Bahamas, 2022, pp. 455-460, doi: 10.1109/ICMLA55696.2022.00073.
Published in arXiv
A novel algorithm to mitigate skin tone bias for remote heart rate estimation.
P. Chari, K. Kabra, D. Karinca, S. Lahiri, D. Srivastava, K. Kulkarni, T. Chen, M. Cannesson, L. Jalilian, A. Kadambi (2020). "Diverse R-PPG: Camera-Based Heart Rate Estimation for Diverse Subject Skin-Tones and Scenes." arXiv preprint arXiv:2010.12769.
Published in Physical Review Accelerators and Beams, 2020
A ghost imaging framework for measuring the photocathode quantum efficiency map.
K. Kabra, S. Li, F. Cropp, Thomas J. Lane, P. Musumeci, and D. Ratner (2020). "Mapping photocathode quantum efficiency with ghost imaging." Phys. Rev. Accel. Beams, 23, 022803. doi:10.1103/PhysRevAccelBeams.23.022803
Published in Physical Review Letters, 2018
The world’s first demonstration of electron ghost imaging.
S. Li, F. Cropp, K. Kabra, Thomas J. Lane, G. Wetzstein, P. Musumeci, and D. Ratner (2018). "Electron Ghost Imaging." Physical Review Letters, 121(11). doi:10.1103/PhysRevLett.121.114801