Author

Minh-Triet Tran

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Preprint Aug 2026

Action-Aligned Retrieval with Pairwise Multimodal Reranking for Text-Based Person Anomaly Search

This work proposes a unified three-stage coarse-to-fine framework that combines action-aligned retrieval with pairwise multimodal reranking to bridge the pose-semantic gap, and proposes an efficient off-the-shelf reranking module that leverages a pivot-promote algorithm to perform direct pairwise visual comparisons.

Thanh-Khoi Nguyen, Thanh-Nhan Vo, Trong-Thuan Nguyen et al. · 0 citations

Preprint Jul 2026

SAGA: Stable Acceleration Guidance for Autoregressive Video Generation

SAGA integrates an acceleration domain spectral guidance objective based on finite-window Slepian projections with a structured autoregressive noise initialization strategy that suppresses short-range temporal correlations while preserving long-range motion structure and consistently improves temporal quality across mu...

Thanh-Nhan Vo, Trong-Thuan Nguyen, T. Le et al. · 0 citations