Author

Yong-Liang Wu

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Preprint Sep 2026

BiMoGen: Bidirectional Motion-Text Generation via Unified Masked Discrete Diffusion

Text-to-motion generation and motion-to-text captioning are two fundamental tasks in human motion modeling, both grounded in the same underlying motion-text correspondence. Existing unified approaches mostly rely on autoregressive modeling, which imposes a fixed generation order and is therefore poorly suited to the bi...

Wan-Jiang Weng, Yong-Liang Wu, Xiaofeng Tan 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

Jul 2026

Unveiling Effective In-Context Configurations for Image Captioning: An External & Internal Analysis.

A comprehensive external and internal investigation of multimodal in-context learning on the image captioning task is conducted, revealing both how ICEs configuration strategies impact model performance through external experiments and characteristic typical patterns through internal inspection.

Li Li, Yongliang Wu, Jingze Zhu et al. · IEEE Transactions on Pattern... · 0 citations