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Author

João Carreira

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Preprint Sep 2026

TAPVid-MV: A Benchmark for Tracking Any Point in 3D Across Multiple Views

This work introduces TAPVid-MV (Tracking Any Point in Video across Multiple Views), the first benchmark for multi-view 3D point tracking, and identifies geometry recovery as a major bottleneck for accurate 3D point tracking.

Skanda Koppula, Frano Rajic, Abdullah Faiz Ur Rahman et al. · 1 citation
Preprint Jul 2026

Video Generation Models are General-Purpose Vision Learners

GenCeption is introduced, which leverages a pre-trained video generative diffusion backbone to define a feed-forward perception model, capable of performing various vision tasks steered by text instructions, and suggests that video generation is not merely a synthesis tool, but a foundational path toward generalist vis...

Letian Wang, Chuhan Zhang, Rishabh Kabra et al. · 6 citations

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