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Abhiram Rao Gorle

2 accepted papers

2025

Compgen: Synthesis and Generation of Faces From Edgemaps

ICASSP 2025accepted

We address the problem of synthesis and generation of faces from edgemaps, motivated by extreme low bit-rate facial compression and the need for robust source-channel coding over noisy channels. Three approaches for image reconstruction are proposed. In the first, a deep learning-based encoder-decod…

Cited by 0SourceScholar
2025

ItDPDM: Information-Theoretic Discrete Poisson Diffusion Model

NeurIPS 2025poster

Generative modeling of non-negative, discrete data, such as symbolic music, remains challenging due to two persistent limitations in existing methods. Firstly, many approaches rely on modeling continuous embeddings, which is suboptimal for inherently discrete data distributions. Secondly, most model…

Cited by 0SourceScholar