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Ram Prabhakar Kathirvel

2 accepted papers

2024

GAMMA-FACE: GAussian Mixture Models Amend Diffusion Models for Bias Mitigation in Face Images

ECCV 2024poster

"Significant advancements have been achieved in the domain of face generation with the adoption of diffusion models. However, diffusion models tend to amplify biases during the generative process, resulting in an uneven distribution of sensitive facial attributes such as age, gender, and race. In th…

Cited by 2SourcePDFScholar
2024

Leveraging Thermal Modality to Enhance Reconstruction in Low-Light Conditions

ECCV 2024poster

"Neural Radiance Fields (NeRF) accomplishes photo-realistic novel view synthesis by learning the implicit volumetric representation of a scene from multi-view images, which faithfully convey the colorimetric information. However, sensor noises will contaminate low-value pixel signals, and the lossy…