no code implementations • 26 Nov 2024 • Tianle Liu, Zhixiang Wang, Yongwei Zhang, Ziwei Wang, Zihao Liu, Yizhai Zhang, Panfeng Huang
The joint planning of the robotic arm is then accomplished through forward and reverse kinematics.
no code implementations • 19 Nov 2024 • Zhixiang Wang, Xudong Li, Yizhai Zhang, Fan Zhang, Panfeng
Event cameras, when combined with inertial sensors, show significant potential for motion estimation in challenging scenarios, such as high-speed maneuvers and low-light environments.
no code implementations • 16 Aug 2024 • Chenming Tang, Zhixiang Wang, Yunfang Wu
With the help of in-context learning (ICL), large language models (LLMs) have achieved impressive performance across various tasks.
1 code implementation • 9 Aug 2024 • Chenming Tang, Zhixiang Wang, Yunfang Wu
In-context learning (ICL) greatly improves the performance of large language models (LLMs) on various down-stream tasks, where the improvement highly depends on the quality of demonstrations.
no code implementations • 30 Jul 2024 • Zhixiang Wang, Baiang Li, Jian Wang, Yu-Lun Liu, Jinwei Gu, Yung-Yu Chuang, Shin'ichi Satoh
This paper introduces an innovative approach for image matting that redefines the traditional regression-based task as a generative modeling challenge.
1 code implementation • 1 Jul 2024 • Chang-Han Yeh, Chin-Yang Lin, Zhixiang Wang, Chi-Wei Hsiao, Ting-Hsuan Chen, Hau-Shiang Shiu, Yu-Lun Liu
This paper introduces a method for zero-shot video restoration using pre-trained image restoration diffusion models.
no code implementations • 28 Mar 2024 • Chenming Tang, Zhixiang Wang, Yunfang Wu
In-context learning (ICL) is the trending prompting strategy in the era of large language models (LLMs), where a few examples are demonstrated to evoke LLMs' power for a given task.
1 code implementation • 29 Jan 2024 • Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang, Hongyuan Zhu, Shin'ichi Satoh
Existing methods typically measure both the representation and diversity of data based on similarity metrics, such as L2-norm.
no code implementations • CVPR 2024 • Caoyuan Ma, Yu-Lun Liu, Zhixiang Wang, Wu Liu, Xinchen Liu, Zheng Wang
Our architecture involving both explicit and implicit representation is simple yet effective.
no code implementations • journal 2023 • Hui Wei, Hanxun Yu, Kewei Zhang, Zhixiang Wang, Jianke Zhu, and Zheng Wang
Next, we embed these Moiré patterns as a backdoor trigger into digital images and use this dataset to train a backdoored detector.
no code implementations • 19 Sep 2023 • Junzhuo Liu, Qiaosong Chen, Ye Zhang, Zhixiang Wang, Deng Xin, Jin Wang
Firstly, features extracted by encoders are not adequately filtered and utilized.
1 code implementation • 15 Sep 2023 • Kejun Lin, Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Shin'ichi Satoh
2) Multi-perspective and multi-style.
no code implementations • 23 Feb 2023 • Zhixiang Wang, Yu-Lun Liu, Jia-Bin Huang, Shin'ichi Satoh, Sizhuo Ma, Gurunandan Krishnan, Jian Wang
Close-up facial images captured at short distances often suffer from perspective distortion, resulting in exaggerated facial features and unnatural/unattractive appearances.
no code implementations • ICCV 2023 • Xiang Ji, Zhixiang Wang, Zhihang Zhong, Yinqiang Zheng
Image restoration from various motion-related degradations, like blurry effects recorded by a global shutter (GS) and jello effects caused by a rolling shutter (RS), has been extensively studied.
no code implementations • ICCV 2023 • Xiang Ji, Zhixiang Wang, Shin'ichi Satoh, Yinqiang Zheng
Image degradation often occurs during fast camera or object movements, regardless of the exposure modes: global shutter (GS) or rolling shutter (RS).
1 code implementation • 12 Dec 2022 • Hui Wei, Zhixiang Wang, Xuemei Jia, Yinqiang Zheng, Hao Tang, Shin'ichi Satoh, Zheng Wang
Adversarial attacks on thermal infrared imaging expose the risk of related applications.
2 code implementations • 21 Oct 2022 • Zhijing Wan, Zhixiang Wang, CheukTing Chung, Zheng Wang
In addition, we organize these dataset refinement methods according to the addressed data problems and provide a systematic comparative description.
1 code implementation • 30 Sep 2022 • Hui Wei, Hao Tang, Xuemei Jia, Zhixiang Wang, Hanxun Yu, Zhubo Li, Shin'ichi Satoh, Luc van Gool, Zheng Wang
Building upon this foundation, we uncover the pervasive role of artifacts carrying adversarial perturbations in the physical world.
1 code implementation • CVPR 2022 • Zhixiang Wang, Xiang Ji, Jia-Bin Huang, Shin'ichi Satoh, Xiao Zhou, Yinqiang Zheng
In this paper, we investigate using rolling shutter with a global reset feature (RSGR) to restore clean global shutter (GS) videos.
no code implementations • CVPR 2022 • Xianzheng Ma, Zhixiang Wang, Yacheng Zhan, Yinqiang Zheng, Zheng Wang, Dengxin Dai, Chia-Wen Lin
Unlike previous methods that mainly focus on closing the domain gap caused by fog -- defogging the foggy images or fogging the clear images, we propose to alleviate the domain gap by considering fog influence and style variation simultaneously.
Ranked #4 on Domain Adaptation on Cityscapes-to-FoggyZurich
1 code implementation • ECCV 2020 • Hsin-Yu Chang, Zhixiang Wang, Yung-Yu Chuang
For addressing this issue, this paper leverages domain-specific mappings for remapping latent features in the shared content space to domain-specific content spaces.
no code implementations • CVPR 2019 • Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh
It is however difficult to eliminate the mixed discrepancies using only feature-level constraints.
no code implementations • CVPR 2019 • Zhixiang Wang, Yinqiang Zheng, Yung-Yu Chuang
It is crucial for polarimetric imaging to accurately calibrate the polarizer angles and the camera response function (CRF) of a polarizing camera.
no code implementations • 24 May 2019 • Zheng Wang, Zhixiang Wang, Yinqiang Zheng, Yang Wu, Wen-Jun Zeng, Shin'ichi Satoh
An efficient and effective person re-identification (ReID) system relieves the users from painful and boring video watching and accelerates the process of video analysis.
no code implementations • 11 May 2019 • Zelong Zeng, Zhixiang Wang, Zheng Wang, Yinqiang Zheng, Yung-Yu Chuang, Shin'ichi Satoh
To demonstrate the illumination issue and to evaluate our model, we construct two large-scale simulated datasets with a wide range of illumination variations.