Pramit Saha
According to our database1,
Pramit Saha
authored at least 38 papers
between 2015 and 2025.
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Bibliography
2025
Self-supervised Learning of Echocardiographic Video Representations via Online Cluster Distillation.
CoRR, June, 2025
DIsoN: Decentralized Isolation Networks for Out-of-Distribution Detection in Medical Imaging.
CoRR, June, 2025
CoRR, March, 2025
Self-supervised Normality Learning and Divergence Vector-guided Model Merging for Zero-shot Congenital Heart Disease Detection in Fetal Ultrasound Videos.
CoRR, March, 2025
TIER-LOC: Visual Query-based Video Clip Localization in fetal ultrasound videos with a multi-tier transformer.
Medical Image Anal., 2025
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025
F^3OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025
Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025
Incongruent Multimodal Federated Learning for Medical Vision and Language-based Multi-label Disease Detection.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
FedPIA - Permuting and Integrating Adapters Leveraging Wasserstein Barycenters for Finetuning Foundation Models in Multi-Modal Federated Learning.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
MCAT: Visual Query-Based Localization of Standard Anatomical Clips in Fetal Ultrasound Videos Using Multi-Tier Class-Aware Token Transformer.
Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025
2024
Review of Federated Learning and Machine Learning-Based Methods for Medical Image Analysis.
Big Data Cogn. Comput., September, 2024
F<sup>3</sup>OCUS - Federated Finetuning of Vision-Language Foundation Models with Optimal Client Layer Updating Strategy via Multi-objective Meta-Heuristics.
CoRR, 2024
CoRR, 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities.
CoRR, 2024
Video-based Exercise Classification and Activated Muscle Group Prediction with Hybrid X3D-SlowFast Network.
CoRR, 2024
Examining Modality Incongruity in Multimodal Federated Learning for Medical Vision and Language-based Disease Detection.
CoRR, 2024
STAN-LOC: Visual Query-Based Video Clip Localization for Fetal Ultrasound Sweep Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
2023
Investigating YOLO Models Towards Outdoor Obstacle Detection For Visually Impaired People.
CoRR, 2023
Forecasting Lithium-Ion Battery Longevity with Limited Data Availability: Benchmarking Different Machine Learning Algorithms.
CoRR, 2023
How Hard Is Squash? - Towards Information Theoretic Analysis of Motor Behavior in Squash.
CoRR, 2023
Post-Deployment Adaptation with Access to Source Data via Federated Learning and Source-Target Remote Gradient Alignment.
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 2023
Rethinking Semi-Supervised Federated Learning: How to Co-train Fully-Labeled and Fully-Unlabeled Client Imaging Data.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Dual Conditioned Diffusion Models for Out-of-Distribution Detection: Application to Fetal Ultrasound Videos.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
2021
SPEAK WITH YOUR HANDS - Using Continuous Hand Gestures to control Articulatory Speech Synthesizer.
CoRR, 2021
Vocal tract area function extraction using ultrasound for articulatory speech synthesis.
Proceedings of the 11th ISCA Speech Synthesis Workshop, 2021
2020
Ultra2Speech - A Deep Learning Framework for Formant Frequency Estimation and Tracking from Ultrasound Tongue Images.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020
2019
EEG-to-F0: Establishing artificial neuro-muscular pathway for kinematics-based fundamental frequency control.
CoRR, 2019
SPEAK YOUR MIND! Towards Imagined Speech Recognition with Hierarchical Deep Learning.
Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019
Proceedings of the IEEE International Conference on Acoustics, 2019
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
CoRR, 2018
Muscle Excitation Estimation in Biomechanical Simulation Using NAF Reinforcement Learning.
CoRR, 2018
Towards Automatic Speech Identification from Vocal Tract Shape Dynamics in Real-time MRI.
Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018
2016
Differential geometry-based techniques for characterization of boundary roughness of pulmonary nodules in CT images.
Int. J. Comput. Assist. Radiol. Surg., 2016
2015
A fast local gradient based super-resolution image reconstruction algorithm with fuzzy hyper-bias learning and sparse monitoring paradigm.
Proceedings of the 2nd IEEE International Conference on Recent Trends in Information Systems, 2015