Author

Si-Jie Cao

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Preprint Aug 2026

DriftingVLA: Native One-Step Vision-Language-Action Generation via Per-Dimension Temporal Drifting

Conventional flow-based vision-language-action (VLA) models support expressive continuous action generation but rely on multi-step refinement to produce each action chunk, increasing latency in online robot control. To address this issue, we introduce DriftingVLA, a native one-step VLA that generates a complete action...

Yuxuan Gao, Shi-Qi Zhang, Yedong Shen et al. · 3 citations · ⚡1

Preprint Sep 2026

Towards Active Cross-View Object Geo-Localization

The Active Cross-View Object Geo-Localization (ActiveGeo), where an agent sequentially selects new viewpoints and determines when to stop, aiming to improve localization with minimal observations is introduced, and an ActiveGeo framework with three-stage training is proposed.

Shun-Yu Yao, Xiao-Han Zhang, Zhuo-Ran Yang et al. · 0 citations

Preprint Sep 2026

Multi-View Mixture-of-Experts with Vision-Language Reranking for Cross-View Object Geo-Localization

MVLGeo, an efficient framework designed to unify multiple viewpoints and reduce model redundancy, achieves state-of-the-art performance, demonstrating robustness to input degradation and generalization across viewpoints.

Xuezhi Fan, Ming Qi, Zhu Han et al. · 0 citations