9 citations · 9 across the 4 of their papers we have counts for
4 papers
GeoAgent: Evaluating VLM Geolocalization Through Embodied Navigation
Arka Mukherjee, Soham Roy, Kartikeya Trivedi +1
Modern Vision-Language Models (VLMs) perform well above the human baseline in image geolocalization, a task critically important in disaster response, OSINT verification, and locat…
"I Strongly Suspect This Website Is a Scam": Benchmarking PII Leakage and Detection without Defense in Autonomous Web Agents
Soham Roy, Sarthakbrata Halder, Arya Bharaty +5
Deceptive web content, widely instantiated across the internet and commonly known as \textit{social-engineering attacks}, manipulates autonomous web agents into submitting users' p…
Guardians of Generation: Dynamic Inference-Time Copyright Shielding with Adaptive Guidance for AI Image Generation
Soham Roy, Abhishek Mishra, Shirish Karande +1
Modern text-to-image generative models can inadvertently reproduce copyrighted content memorized in their training data, raising serious concerns about potential copyright infringe…
Conversational Text Extraction with Large Language Models Using Retrieval-Augmented Systems
Soham Roy, Mitul Goswami, Nisharg Nargund +2
This study introduces a system leveraging Large Language Models (LLMs) to extract text and enhance user interaction with PDF documents via a conversational interface. Utilizing Ret…