no code implementations • 9 Jan 2025 • Zeyd Boukhers, Cong Yang
The availability of metadata for scientific documents is pivotal in propelling scientific knowledge forward and for adhering to the FAIR principles (i. e. Findability, Accessibility, Interoperability, and Reusability) of research findings.
1 code implementation • 19 Dec 2024 • Yonghao He, Hu Su, Haiyong Yu, Cong Yang, Wei Sui, Cong Wang, Song Liu
Open-set object detection (OSOD) is highly desirable for robotic manipulation in unstructured environments.
no code implementations • 11 Nov 2024 • Zeyd Boukhers, AmeerAli Khan, Qusai Ramadan, Cong Yang
Addressing the complexity of accurately classifying International Classification of Diseases (ICD) codes from medical discharge summaries is challenging due to the intricate nature of medical documentation.
1 code implementation • 19 Sep 2024 • Cong Yang, Zuchao Li, Hongzan Jiao, Zhi Gao, Lefei Zhang
This framework aims to fully leverage the intrinsic knowledge of large language models through visual instructions and enhance the effectiveness and accuracy of change features using pixel-level change detection tasks.
1 code implementation • 31 Jul 2024 • Shiyuan Chen, Jiaxin Zhang, Ruohong Mei, Yingfeng Cai, Haoran Yin, Tao Chen, Wei Sui, Cong Yang
Compared with the original nuScenes static map element, our CAMAv2 annotations achieve lower reprojection errors (e. g., 4. 96 vs. 8. 03 pixels).
1 code implementation • 7 Jun 2024 • Cong Yang, Zuchao Li, Lefei Zhang
Then, with the multimodal model aligned on region-attribute, guided by multi-grain visual features, MGIMM fully perceives both region-level and global image information, utilizing large language models for comprehensive descriptions of remote sensing images.
no code implementations • 14 May 2024 • AmeerAli Khan, Qusai Ramadan, Cong Yang, Zeyd Boukhers
This paper aims to tackle the challenge posed by the increasing integration of software tools in research across various disciplines by investigating the application of Falcon-7b for the detection and classification of software mentions within scholarly texts.
1 code implementation • 22 Mar 2024 • Chenyao Yu, Yingfeng Cai, Jiaxin Zhang, Hui Kong, Wei Sui, Cong Yang
As a part of the perception results of intelligent driving systems, static object detection (SOD) in 3D space provides crucial cues for driving environment understanding.
1 code implementation • 10 Feb 2024 • Simin Luan, Cong Yang, Zeyd Boukhers, Xue Qin, Dongfeng Cheng, Wei Sui, Zhijun Li
Yet, their practical usage in real-world deblurring, especially motion blur, remains limited due to the lack of pixel-aligned training triplets (background, blurred image, and blur heat map) and restricted information inherent in blurred images.
1 code implementation • 4 Jan 2024 • Leng Kai, Zhang Zhijie, Liu Jie, Zed Boukhers, Sui Wei, Cong Yang, Li Zhijun
Edge detection is a fundamental technique in various computer vision tasks.
1 code implementation • 2 Dec 2023 • Cong Yang, Zuchao Li, Lefei Zhang
To efficiently align the image-text, we propose a novel two-stage vision-language pre-training-based approach to bootstrap interactive image-text alignment for remote sensing image captioning, called BITA, which relies on the design of a lightweight interactive Fourier Transformer to better align remote sensing image-text features.
1 code implementation • 10 Oct 2023 • Cong Yang, Bipin Indurkhya, John See, Bo Gao, Yan Ke, Zeyd Boukhers, Zhenyu Yang, Marcin Grzegorzek
However, most existing shape and image datasets suffer from the lack of skeleton GT and inconsistency of GT standards.
1 code implementation • 21 Sep 2023 • Jiaxin Zhang, Shiyuan Chen, Haoran Yin, Ruohong Mei, Xuan Liu, Cong Yang, Qian Zhang, Wei Sui
The recent development of online static map element (a. k. a.
1 code implementation • ICCV 2023 • Liu Yuyang, Cong Yang, Goswami Dipam, Liu Xialei, Joost Van de Weijer
Foreground shift only occurs when replaying images of previous tasks and refers to the fact that their background might contain foreground objects of the current task.
1 code implementation • 20 Jun 2023 • Ruohong Mei, Wei Sui, Jiaxin Zhang, Xue Qin, Gang Wang, Tao Peng, Cong Yang
This paper introduces RoMe, a novel framework designed for the robust reconstruction of large-scale road surfaces.
1 code implementation • 8 Dec 2022 • Jiaxin Zhang, Wei Sui, Qian Zhang, Tao Chen, Cong Yang
In this paper, we introduce a novel approach for ground plane normal estimation of wheeled vehicles.
1 code implementation • 23 Jul 2022 • Xu Zhou, Xinyu Lei, Cong Yang, Yichun Shi, Xiao Zhang, Jingwen Shi
The key idea in FedKF is to let the server return the global knowledge to be fused with the local knowledge in each training round so that the local model can be regularized towards the global optima.
no code implementations • 12 Feb 2022 • Zeyd Boukhers, Azeddine Bouabdallah, Cong Yang, Jan Jürjens
This study examines the various independent factors that affect the volatility of the Bitcoin-Dollar exchange rate.
no code implementations • ECCV 2020 • Yuxi Li, Weiyao Lin, John See, Ning Xu, Shugong Xu, Ke Yan, Cong Yang
Most current pipelines for spatio-temporal action localization connect frame-wise or clip-wise detection results to generate action proposals, where only local information is exploited and the efficiency is hindered by dense per-frame localization.
1 code implementation • ECCV 2020 • Zhiming Chen, Kean Chen, Weiyao Lin, John See, Hui Yu, Yan Ke, Cong Yang
The experimental results show that PIoU loss can dramatically improve the performance of OBB detectors, particularly on objects with high aspect ratios and complex backgrounds.
no code implementations • 18 Sep 2015 • Li Yuncheng, Cong Yang, Mei Tao, Luo Jiebo
We then consider image collection recommendation as a dynamic similarity measurement problem in response to user's clicked image set, and employ a metric learner to measure the similarity between the image collection and the clicked image set.