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cs.IR2026
Search over the Visual World: Persistent Visual Memory, Layered Indexes, and Source-Grounded Evidence
Sankalp Nagaonkar, Rohit Garg, Ankit Raj +2
Most video-retrieval systems assume a bounded corpus and return ranked files or timestamps. Agents operating over cameras, screens, streams, and archives face a different systems p…
cs.CV2026
Do Thought Streams Matter? Evaluating Reasoning in Gemini Vision-Language Models for Video Scene Understanding
Shivam Sharma, Sankalp Nagaonkar, Ashish Choithani +1
We benchmark how internal reasoning traces, which we call thought streams, affect video scene understanding in vision-language models. Using four configurations of Google's Gemini…