الباحثون

Zixuan Chen

المنشورات 2

نسخة أولية وصول مفتوح

LLPR: Location-aware learning and physics-based reconstruction for raindrop removal from a single image

Zewei He, Xingyu Liu, Xing Luo وآخرون · 2026

Raindrops can cause occlusion and distortion in the background scenes due to their adherence to windows or camera lenses. Existing raindrop removal methods concentrate on designing sophisticated CNN or Transformer architectures to recover distorted and missing texture. In this paper, we try to integrate location inform …

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AD-WM: Action-Discriminative World Models for Counterfactual Model Predictive Control

Jiabin Qiu, Zixuan Chen, Hongye Cao وآخرون · 2026

Latent world models are typically trained to predict factual transitions, whereas model predictive control (MPC) must compare alternative actions from the same state. A model can therefore achieve low factual prediction error yet poorly distinguish candidate actions. We introduce AD-WM, an action-discriminative joint-e …

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