no code implementations • CVPR 2023 • Zheng Chang, Shuchen Weng, Peixuan Zhang, Yu Li, Si Li, Boxin Shi
Language-based colorization produces plausible colors consistent with the language description provided by the user.
no code implementations • ICCV 2023 • Shuchen Weng, Peixuan Zhang, Zheng Chang, Xinlong Wang, Si Li, Boxin Shi
In this work, we propose Affective Image Filter (AIF), a novel model that is able to understand the visually-abstract emotions from the text and reflect them to visually-concrete images with appropriate colors and textures.
1 code implementation • 9 Jun 2022 • Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
To solve the information loss problem, the proposed model aims to preserve the spatiotemporal information for videos during the feature extraction and the state transitions, respectively.
no code implementations • 20 Apr 2022 • Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
In this paper, we propose a SpatioTemporal-Aware Unit (STAU) for video prediction and beyond by exploring the significant spatiotemporal correlations in videos.
1 code implementation • CVPR 2022 • Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Wen Gao
In this paper, we propose a Spatiotemporal Residual Predictive Model (STRPM) for high-resolution video prediction.
no code implementations • CVPR 2022 • Jimeng Sun, Shuchen Weng, Zheng Chang, Si Li, Boxin Shi
Conditional image repainting (CIR) is an advanced image editing task, which requires the model to generate visual content in user-specified regions conditioned on multiple cross-modality constraints, and composite the visual content with the provided background seamlessly.
1 code implementation • NeurIPS 2021 • Zheng Chang, Xinfeng Zhang, Shanshe Wang, Siwei Ma, Yan Ye, Xiang Xinguang, Wen Gao
The attention module aims to learn an attention map based on the correlations between the current spatial state and the historical spatial states.
Ranked #18 on Video Prediction on Moving MNIST
no code implementations • 13 Oct 2021 • Yaxiong Yuan, Lei Lei, Thang X. Vu, Zheng Chang, Symeon Chatzinotas, Sumei Sun
Low earth orbit (LEO) satellite-assisted communications have been considered as one of key elements in beyond 5G systems to provide wide coverage and cost-efficient data services.
no code implementations • 4 Aug 2020 • Furqan Jameel, Zheng Chang, Riku Jantti
The in-depth analysis of secrecy-energy trade-off has also been performed and a comparison has been provided for imperfect and perfect channel estimation cases.