2 papers
cs.CV2026
VISTA: Video Interaction Spatio-Temporal Analysis Benchmark
Alejandro Aparcedo, Akash Kumar, Aaryan Garg +5
Existing benchmarks for Vision-Language Models (VLMs) primarily evaluate spatio-temporal understanding on simple single-action videos, closed attribute sets and restricted entity t…
cs.CV2025
STPro: Spatial and Temporal Progressive Learning for Weakly Supervised Spatio-Temporal Grounding
Aaryan Garg, Akash Kumar, Yogesh S Rawat
In this work we study Weakly Supervised Spatio-Temporal Video Grounding (WSTVG), a challenging task of localizing subjects spatio-temporally in videos using only textual queries an…