Author

Bomma Rama Krishna

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Conference Aug 2026

LiteDebrisNet: A Light-Weight Hybrid Architecture of Real-Time Underwater Marine Debris Detection in Shallow Waters of a Coastal Environment

Marine litter along passive coastal zones is a growing problem. The Andhra Pradesh coast runs 974 km along the Bay of Bengal with a reported litter density near 1.147 items per square meter, and India emits about 9.3 million tonnes of macroplastic waste each year. Autonomous underwater vehicles offer a scalable way to...

M. Prasad, Bomma Rama Krishna, J. Abhilash et al. · 2026 International Conferenc... · 0 citations

Conference Aug 2026

Discrete Differential Geometry as a Regularizer for Deep Learning on Manifold-Valued Data

Deep learning models created today usually fail to handle non-Euclidean high-dimensional data due to manifold drift. Other common regularization methods like L2 weight decay and Dropout make the assumption of a flat Euclidean geometry and the lack of an inbuilt topological structure of the data manifold. This work intr...

Bomma Rama Krishna, Sirisha Pappoppula, K. D. N. Murthy et al. · 2026 International Conferenc... · 0 citations