From the 1 of 13 linked papers with an AI index.
13 papers
NanoSleep: A Parameter-Efficient Hybrid Temporal Convolutional Network for Single-Channel Sleep Stage Classification
S M Asif Hossain, Shruti Kshirsagar
Sleep stage classification from single-channel electroencephalography (EEG) is essential for wearable and home-based sleep monitoring. However, many deep learning models achieve hi…
How Temperature Shapes Ideological Discourse in Retrieval-Augmented Generation?
Elmira Salari, Hazem Amamou, José Victor de Souza +3
The paper investigates how the sampling temperature of large language models influences the transfer of ideological discourses from retrieved COVID‑19 treatment articles in Retriev…
What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection
Aishwarya R. Fursule, Vamshi Nallaguntla, Shruti Kshirsagar +1
Audio deepfake detection models determine whether speech is genuine or artificially generated, but high overall accuracy can mask substantial performance disparities across demogra…
InfiltrNet: Dual-Branch CNN-Transformer Architecture for Brain Tumor Infiltration Risk Prediction
S M Asif Hossain, Shruti Kshirsagar
Gliomas are aggressive brain tumors that infiltrate surrounding tissue beyond the visible tumor margins observed on Magnetic Resonance Imaging (MRI). Predicting the spatial extent…
Towards Trustworthy Audio Deepfake Detection: A Systematic Framework for Diagnosing and Mitigating Gender Bias
Aishwarya Fursule, Shruti Kshirsagar, Anderson R. Avila
Audio deepfake detection systems are increasingly deployed in high-stakes security applications, yet their fairness across demographic groups remains critically underexamined. Prio…
Robust Building Damage Detection in Cross-Disaster Settings Using Domain Adaptation
Asmae Mouradi, Shruti Kshirsagar
Rapid structural damage assessment from remote sensing imagery is essential for timely disaster response. Within human-machine systems (HMS) for disaster management, automated dama…