1 code implementation • 23 Sep 2024 • Andrey Moskalenko, Alexey Bryncev, Dmitry Vatolin, Radu Timofte, Gen Zhan, Li Yang, Yunlong Tang, Yiting Liao, Jiongzhi Lin, Baitao Huang, Morteza Moradi, Mohammad Moradi, Francesco Rundo, Concetto Spampinato, Ali Borji, Simone Palazzo, Yuxin Zhu, Yinan Sun, Huiyu Duan, Yuqin Cao, Ziheng Jia, Qiang Hu, Xiongkuo Min, Guangtao Zhai, Hao Fang, Runmin Cong, Xiankai Lu, Xiaofei Zhou, Wei zhang, Chunyu Zhao, Wentao Mu, Tao Deng, Hamed R. Tavakoli
The goal of the participants was to develop a method for predicting accurate saliency maps for the provided set of video sequences.
no code implementations • 20 Sep 2024 • Geyuan Zhang, Xiaofei Zhou, Chuheng Chen
HUT efficiently updates the original weight matrix using the Hadamard transformation with two low-rank matrices, offering a more expressive and flexible update mechanism.
1 code implementation • 25 May 2024 • Kunye Shen, Xiaofei Zhou, Zhi Liu
Embarking on this module, we propose a lightweight Multi-scale Interactive Network (MINet) to conduct real-time salient object detection of strip steel surface defects.
1 code implementation • 13 May 2024 • Liuxin Bao, Xiaofei Zhou, Xiankai Lu, Yaoqi Sun, Haibing Yin, Zhenghui Hu, Jiyong Zhang, Chenggang Yan
Therefore, we propose a quality-aware selective fusion network (QSF-Net) to conduct VDT salient object detection, which contains three subnets including the initial feature extraction subnet, the quality-aware region selection subnet, and the region-guided selective fusion subnet.
2 code implementations • 17 Aug 2023 • Runmin Cong, Mengyao Sun, Sanyi Zhang, Xiaofei Zhou, Wei zhang, Yao Zhao
Camouflaged object detection (COD) aims to accurately detect objects hidden in the surrounding environment.
1 code implementation • 17 Oct 2022 • Yizhen Zheng, Yu Zheng, Xiaofei Zhou, Chen Gong, Vincent CS Lee, Shirui Pan
To address aforementioned problems, we present a simple self-supervised learning method termed Unifying Graph Contrastive Learning with Flexible Contextual Scopes (UGCL for short).
no code implementations • 6 May 2021 • Zeliang Song, Xiaofei Zhou
Image captioning is one of the most challenging tasks in AI, which aims to automatically generate textual sentences for an image.
no code implementations • 10 Dec 2020 • Zeliang Song, Xiaofei Zhou, Zhendong Mao, Jianlong Tan
Image captioning is a challenging computer vision task, which aims to generate a natural language description of an image.
no code implementations • 22 Sep 2020 • Xiaofei Zhou, Jessica Van Brummelen, Phoebe Lin
Artificial intelligence (AI) literacy is a rapidly growing research area and a critical addition to K-12 education.
1 code implementation • 1 Jul 2020 • Yue Yuan, Xiaofei Zhou, Shirui Pan, Qiannan Zhu, Zeliang Song, Li Guo
Joint extraction of entities and relations is an important task in natural language processing (NLP), which aims to capture all relational triplets from plain texts.
Ranked #11 on Relation Extraction on WebNLG
no code implementations • 24 Dec 2019 • Pengcheng Liao, Chuang Zhang, Xiaojun Chen, Xiaofei Zhou
Recent neural sequence to sequence models have provided feasible solutions for abstractive summarization.