Search Results for author: Zuhao Liu

Found 4 papers, 2 papers with code

DiffuVolume: Diffusion Model for Volume based Stereo Matching

no code implementations30 Aug 2023 Dian Zheng, Xiao-Ming Wu, Zuhao Liu, Jingke Meng, Wei-Shi Zheng

Our method, termed DiffuVolume, considers the diffusion model as a cost volume filter, which will recurrently remove the redundant information from the cost volume.

Stereo Matching Zero-shot Generalization

Estimator Meets Equilibrium Perspective: A Rectified Straight Through Estimator for Binary Neural Networks Training

1 code implementation ICCV 2023 Xiao-Ming Wu, Dian Zheng, Zuhao Liu, Wei-Shi Zheng

The pioneering work BinaryConnect uses Straight Through Estimator (STE) to mimic the gradients of the sign function, but it also causes the crucial inconsistency problem.

Binarization

General Image-to-Image Translation with One-Shot Image Guidance

1 code implementation ICCV 2023 Bin Cheng, Zuhao Liu, Yunbo Peng, Yue Lin

Inspired by this, we propose a novel framework named visual concept translator (VCT) with the ability to preserve content in the source image and translate the visual concepts guided by a single reference image.

Image-to-Image Translation Translation

Generating Anomalies for Video Anomaly Detection With Prompt-Based Feature Mapping

no code implementations CVPR 2023 Zuhao Liu, Xiao-Ming Wu, Dian Zheng, Kun-Yu Lin, Wei-Shi Zheng

There also exists a scene gap between virtual and real scenarios, including scene-specific anomalies (events that are abnormal in one scene but normal in another) and scene-specific attributes, such as the viewpoint of the surveillance camera.

Anomaly Detection In Surveillance Videos Video Anomaly Detection

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