Search Results for author: Lavisha Aggarwal

Found 3 papers, 1 papers with code

Fairness in AI Systems: Mitigating gender bias from language-vision models

no code implementations3 May 2023 Lavisha Aggarwal, Shruti Bhargava

Our society is plagued by several biases, including racial biases, caste biases, and gender bias.

Fairness Image Captioning

Identity Preserving Loss for Learned Image Compression

no code implementations22 Apr 2022 Jiuhong Xiao, Lavisha Aggarwal, Prithviraj Banerjee, Manoj Aggarwal, Gerard Medioni

We present a novel Identity Preserving Reconstruction (IPR) loss function which achieves Bits-Per-Pixel (BPP) values that are ~38% and ~42% of CRF-23 HEVC compression for LFW (low-resolution) and CelebA-HQ (high-resolution) datasets, respectively, while maintaining parity in recognition accuracy.

Image Compression

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