Betty Le Dem

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Computer Vision (1)Data Curation & Synthetic Data (1)Multimodal Models (1)

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Ashutosh Kumar (1)Rajat Saini (1)Jingjing Pan (1)J. Pan (1)

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Apr 9, 2026

Ashutosh Kumar +9Apr 9, 2026·also UTokyo

InstAP: Instance-Aware Vision-Language Pre-Train for Spatial-Temporal Understanding

Current vision-language models struggle with instance-level reasoning, but InstAP grounds textual mentions to specific spatial-temporal regions, unlocking a new level of fine-grained understanding.

Ashutosh Kumar, Rajat Saini, Jingjing Pan +7

Computer Vision Data Curation & Synthetic Data Multimodal Models

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Betty Le Dem

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