Exploring the role of Input and Output Layers of a Deep Neural Network in Adversarial Defense. - Jay N. Paranjape; Rahul Kumar Dubey; Vijendran V. Gopalan (CoRR, 2020)

Characterizing the Weight Space for Different Learning Models. - Saurav Musunuru; Jay N. Paranjape; Rahul Kumar Dubey; Vijendran G. Venkoparao (CoRR, 2020)

Improving ML Detection of IoT Botnets using Comprehensive Data and Feature Sets. - Misha Mehra; Jay N. Paranjape; Vinay J. Ribeiro (COMSNETS, 2021)

Cross-Dataset Adaptation for Instrument Classification in Cataract Surgery Videos. - Jay N. Paranjape; Shameema Sikder; Vishal M. Patel; S. Swaroop Vedula (MICCAI (1), 2023)

Low-Rank Adaptation of Segment Anything Model for Surgical Scene Segmentation. - Jay N. Paranjape; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (ICPR (12), 2024)

Black-Box Adaptation for Medical Image Segmentation. - Jay N. Paranjape; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (MICCAI (12), 2024)

S-SAM: SVD-Based Fine-Tuning of Segment Anything Model for Medical Image Segmentation. - Jay N. Paranjape; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (MICCAI (12), 2024)

AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation. - Jay N. Paranjape; Nithin Gopalakrishnan Nair; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (MIUA (2), 2024)

Federated Black-Box Adaptation for Semantic Segmentation. - Jay N. Paranjape; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (NeurIPS, 2024)

Blackbox Adaptation for Medical Image Segmentation. - Jay N. Paranjape; Shameema Sikder; S. Swaroop Vedula; Vishal M. Patel (CoRR, 2024)

GenDeg: Diffusion-based Degradation Synthesis for Generalizable All-In-One Image Restoration. - Sudarshan Rajagopalan; Nithin Gopalakrishnan Nair; Jay N. Paranjape; Vishal M. Patel (CVPR, 2025)

A Mamba-Based Siamese Network for Remote Sensing Change Detection. - Jay N. Paranjape; Celso de Melo; Vishal M. Patel (WACV, 2025)

F-ViTA: Foundation Model Guided Visible to Thermal Translation. - Jay N. Paranjape; Celso de Melo; Vishal M. Patel (CoRR, 2025)

RP-SAM2: Refining Point Prompts for Stable Surgical Instrument Segmentation. - Nuren Zhaksylyk; Ibrahim Almakky; Jay N. Paranjape; S. Swaroop Vedula; Shameema Sikder; Vishal M. Patel; Mohammad Yaqub (CoRR, 2025)