Author

Trong-Thuan Nguyen

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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

Review Jul 2026

SoccerNet 2026 Challenges Results

Each task and its evaluation protocol is described, the challenge leaderboards are presented, and the leading submissions are summarized, with the aim of documenting the current state of each task as measured on held-out challenge data.

A. Cioppa, Silvio Giancola, Haakan Ardo et al. · 1 citation

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