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cs.CV2026
Balancing Representations by Identifying and Generating Under-represented Data
Filipe Laitenberger, Hirokatsu Kataoka, Yuki Asano +2
Self-supervised learning inherits the coverage of its source data. When an unlabeled corpus is long-tailed, the representation becomes dense around frequent modes and thin where co…
cs.CV2026
RFDM: Residual Flow Diffusion Model for Efficient Causal Video Editing
Mohammadreza Salehi, Mehdi Noroozi, Luca Morreale +4
Instructional video editing applies edits to an input video using only text prompts, enabling intuitive natural-language control. Despite rapid progress, most methods still require…
cs.CV2026
Evaluating Foundation Models' 3D Understanding Through Multi-View Correspondence Analysis
Valentina Lilova, Toyesh Chakravorty, Julian I. Bibo +5
Benchmarking 3D spatial understanding of foundation models is essential for real-world applications such as robotics and autonomous driving. Existing evaluations often rely on down…