Search Results for author: Lalith Bharadwaj Baru

Found 4 papers, 3 papers with code

HyperGALE: ASD Classification via Hypergraph Gated Attention with Learnable Hyperedges

1 code implementation21 Mar 2024 Mehul Arora, Chirag Shantilal Jain, Lalith Bharadwaj Baru, Kamalaker Dadi, Bapi Raju Surampudi

Autism Spectrum Disorder (ASD) is a neurodevelopmental condition characterized by varied social cognitive challenges and repetitive behavioral patterns.

BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep Supervision

1 code implementation10 Oct 2023 Prantik Deb, Lalith Bharadwaj Baru, Kamalaker Dadi, Bapi Raju S

Brain stroke has become a significant burden on global health and thus we need remedies and prevention strategies to overcome this challenge.

Acute Stroke Lesion Segmentation Benchmarking +1

Interpreting Bias in the Neural Networks: A Peek Into Representational Similarity

no code implementations14 Nov 2022 Gnyanesh Bangaru, Lalith Bharadwaj Baru, Kiran Chakravarthula

In this paper, we investigate the performance and internal representational structure of convolution-based neural networks (e. g., ResNets) trained on biased data using various objective functions.

Image Classification

Improvising the Learning of Neural Networks on Hyperspherical Manifold

1 code implementation29 Sep 2021 Lalith Bharadwaj Baru, Sai Vardhan Kanumolu, Akshay Patel Shilhora, Madhu G

First, the stereographic projection is implied to transform data from Euclidean space ($\mathbb{R}^{n}$) to hyperspherical manifold ($\mathbb{S}^{n}$) to analyze the performance of angular margin losses.

Face Identification Face Recognition +1

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