Bipasha Kashyap

18 papers C 1Journal 11Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Geometric Analysis of Speech Representation Spaces: Topological Disentanglement and Confound Detection. CoRR Bipasha Kashyap, Pubudu N. Pathirana
2026	J	`jnl`	Quantifying Dimensional Independence in Speech: An Information-Theoretic Framework for Disentangled Representation Learning. CoRR Bipasha Kashyap, Björn W. Schuller, Pubudu N. Pathirana
2026	J	`jnl`	Quantifying Quanvolutional Neural Networks Robustness for Speech in Healthcare Applications. CoRR Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
2025	J	`jnl`	Enhancing Federated Learning Through Secure Cluster-Weighted Client Aggregation. CoRR Kanishka Ranaweera, Azadeh Ghari Neiat, Xiao Liu, Bipasha Kashyap, Pubudu N. Pathirana
2025	J	`jnl`	Image encoded time series classification of small datasets: an innovative architecture using deep learning ensembles. Int. J. Mach. Learn. Cybern. Pubudu L. Indrasiri, Bipasha Kashyap, Pubudu N. Pathirana
2025	J	`jnl`	Leveraging Vision Transformers for Enhanced Classification of Emotions using ECG Signals. CoRR Pubudu L. Indrasiri, Bipasha Kashyap, Pubudu N. Pathirana
2025	J	`jnl`	Quantum Approaches for Dysphonia Assessment in Small Speech Datasets. CoRR Ha Tran, Bipasha Kashyap, Pubudu N. Pathirana
2024	J	`jnl`	FedXPro: Bayesian Inference for Mitigating Poisoning Attacks in IoT Federated Learning. IEEE Internet Things J. Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana, Yonina C. Eldar
2024	—	`conf`	Harnessing Vision Transformer Insights for Advanced Electrocardiogram Classification. EMBC Pubudu L. Indrasiri, Bipasha Kashyap, Pubudu N. Pathirana
2024	J	`jnl`	VR Based Emotion Recognition Using Deep Multimodal Fusion With Biosignals Across Multiple Anatomical Domains. CoRR Pubudu L. Indrasiri, Bipasha Kashyap, Chandima Kolambahewage, Bahareh Nakisa, Kiran Ijaz, Pubudu N. Pathirana
2023	—	`conf`	A Study of Upper-Limb Motion using Kinematic Measures for Clinical Assessment of Cerebellar Ataxia. EMBC Lahiru Laminda Abeysekara, Bipasha Kashyap, Chandima Kolambahewage, Pubudu N. Pathirana, Malcolm Horne, David J. Szmulewicz
2023	—	`conf`	An Enhanced Classification Framework for Limited IoHT Time Series Data Using Ensemble Deep Learning and Image Encoding. EMBC Pubudu L. Indrasiri, Bipasha Kashyap, Pubudu N. Pathirana
2023	—	`conf`	Federated Learning with Provable Security Against Malicious Clients in IoT Networks. VCC Pubudu L. Indrasiri, Dinh C. Nguyen, Bipasha Kashyap, Pubudu N. Pathirana
2021	J	`jnl`	Modeling the Progression of Speech Deficits in Cerebellar Ataxia Using a Mixture Mixed-Effect Machine Learning Framework. IEEE Access Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David J. Szmulewicz
2020	—	`conf`	A Sensor-Based Comprehensive Objective Assessment of Motor Symptoms in Cerebellar Ataxia. EMBC Bipasha Kashyap, Dung Phan, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
2020	J	`jnl`	Automated Topographic Prominence based quantitative assessment of speech timing in Cerebellar Ataxia. Biomed. Signal Process. Control. Bipasha Kashyap, Malcolm Horne, Pubudu N. Pathirana, Laura Power, David Szmulewicz
2019	—	`conf`	Automated tongue-twister phrase-based screening for Cerebellar Ataxia using Vocal tract Biomarkers. EMBC Bipasha Kashyap, Pubudu N. Pathirana, Malcolm Horne, Laura Power, David Szmulewicz
2017	C	`conf`	Identification of Cerebellar Dysarthria with SISO Characterisation. BIBE Bipasha Kashyap, David Szmulewicz, Pubudu N. Pathirana, Malcolm Horne, Laura Power