3 papers
cs.HC2026
Wave2Word: A Multimodal Transformer Framework for Joint EEG-Text Alignment and Multi-Task Representation Learning in Neurocritical Care
Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma +1
Continuous electroencephalography (EEG) is routinely used in neurocritical care to monitor seizures and other harmful brain activity, including rhythmic and periodic patterns that…
cs.HC2025
Clinically Calibrated Machine Learning Benchmarks for Large-Scale Multi-Disorder EEG Classification
Argha Kamal Samanta, Deepak Mewada, Monalisa Sarma +1
Clinical electroencephalography is routinely used to evaluate patients with diverse and often overlapping neurological conditions, yet interpretation remains manual, time-intensive…
cs.CV2025
ProtoN: Prototype Node Graph Neural Network for Unconstrained Multi-Impression Ear Recognition
Santhoshkumar Peddi, Sadhvik Bathini, Arun Balasubramanian +2
Ear biometrics offer a stable and contactless modality for identity recognition, yet their effectiveness remains limited by the scarcity of annotated data and significant intra-cla…