4 papers
FiRe: Frequency Reparameterization as a Preconditioner for Periodic Implicit Neural Representations
Harinandan Shukla, Rajarshi Verma, Jitin Singla
Periodic Implicit Neural Representations (INRs) such as SIREN and FINER assign every neuron, the same global frequency, spending the representational budget inefficiently when loca…
SamasÄmayik: A Parallel Dataset for Hindi-Sanskrit Machine Translation
N J Karthika, Keerthana Suryanarayanan, Jahanvi Purohit +3
We release SamasÄmayik, a novel, meticulously curated, large-scale Hindi-Sanskrit corpus, comprising 92,196 parallel sentences. Unlike most data available in Sanskrit, which focus…
Pathology-Aware Multi-View Contrastive Learning for Patient-Independent ECG Reconstruction
Youssef Youssef, Jitin Singla
Reconstructing a 12-lead electrocardiogram (ECG) from a reduced lead set is an ill-posed inverse problem due to anatomical variability. Standard deep learning methods often ignore…
YOLO-LAN: Precise Polyp Detection via Optimized Loss, Augmentations and Negatives
Siddharth Gupta, Jitin Singla
Colorectal cancer (CRC), a lethal disease, begins with the growth of abnormal mucosal cell proliferation called polyps in the inner wall of the colon. When left undetected, polyps…