MULTI-MODAL

作品数：173被引量：350H指数：9
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相关机构：广东柯内特环境科技有限公司暨南大学沈阳化工大学浙江师范大学更多>>
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Aligning enhanced feature representation for generalized zero-shot learning
《Science China(Information Sciences)》2025年第2期70-84,共15页Zhiyu FANG Xiaobin ZHU Chun YANG Hongyang ZHOU Jingyan QIN Xu-Cheng YIN 
supported by National Science and Technology Major Project(Grant No.2020AAA0109701);National Science Fund for Distinguished Young Scholars(Grant No.62125601);National Natural Science Foundation of China(Grant No.62076024)。
Constructing an effective common latent embedding by aligning the latent spaces of cross-modal variational autoencoders(VAEs)is a popular strategy for generalized zero-shot learning(GZSL).However,due to the lack of fi...
关键词：generalized zero-shot learning gated attention mechanism contrastive learning multi-modal alignment 
MMInstruct:a high-quality multi-modal instruction tuning dataset with extensive diversity
《Science China(Information Sciences)》2024年第12期32-47,共16页Yangzhou LIU Yue CAO Zhangwei GAO Weiyun WANG Zhe CHEN Wenhai WANG Hao TIAN Lewei LU Xizhou ZHU Tong LU Yu QIAO Jifeng DAI 
supported by National Natural Science Foundation of China(Grant Nos.62372223,62376134);National Key R&D Program of China(Grant No.2022ZD0161300);China Mobile Zijin Innovation Institute(Grant No.NR2310J7M);Youth PhD Student Research Project under the National Natural Science Foundation of China(Grant No.623B2050)。
Despite the effectiveness of vision-language supervised fine-tuning in enhancing the performance of vision large language models(VLLMs),existing visual instruction tuning datasets include the following limitations.(1)...
关键词：instruction tuning MULTI-MODAL MULTI-DOMAIN DATASET vision large language model 
Breaking the energy-eficiency barriers for smart sensing applications with“Sensing with Computing”architectures
《Science China(Information Sciences)》2023年第10期158-173,共16页Xinghua YANG Zheyu LIU Kechao TANG Xunzhao YIN Cheng ZHUO Qi WEI Fei QIAO 
supported by National Natural Science Foundation of China(Grant No.92164203)。
With the developing technologies of artificial intelligence and the Internet of Things,intelligent IoT(iIoT)is prevailing currently.Design and implementation of integrated IoT nodes with continuous perception capabili...
关键词：low power consumption circuit design sensing with computing smart sensors edge computing multi-modal sensing 
From single-to multi-modal remote sensing imagery interpretation:a survey and taxonomy被引量：6
《Science China(Information Sciences)》2023年第4期1-28,共28页Xian SUN Yu TIAN Wanxuan LU Peijin WANG Ruigang NIU Hongfeng YU Kun FU 
supported by National Key R&D Program of China(Grant No.2021YFB3900504);National Natural Science Foundation of China(Grant Nos.61725105,62171436)。
Modality is a source or form of information.Through various modal information,humans can perceive the world from multiple perspectives.Simultaneously,the observation of remote sensing(RS)is multimodal.We observe the w...
关键词：MULTIMODAL remote sensing image interpretation feature fusion co-learning 
RGBT tracking via reliable feature configuration被引量：1
《Science China(Information Sciences)》2022年第4期124-136,共13页Zhengzheng TU Wenli PAN Yunsheng DUAN Jin TANG Chenglong LI 
supported by Natural Science Foundation of Anhui Higher Education Institution of China(Grant Nos.KJ2020A0033,KJ2019A0005,KJ2019A0026);Major Project for New Generation of AI(Grant No.2018AAA0100400);National Natural Science Foundation of China(Grant No.61976003);NSFC Key Projects in International(Regional)Cooperation and Exchanges(Grant No.61860206004).
There is an increasing interest in RGBT tracking recently because of the complementary benefits of RGB and thermal infrared data.However,the reliability of each modality will change over time quite possibly,and the mo...
关键词：RGBT tracking MULTI-MODAL reliability guideline feature configuration correlation filter 
A novel multi-modal tactile sensor design using thermochromic material
《Science China(Information Sciences)》2019年第11期185-187,共3页Fuchun SUN Bin FANG Hongxiang XUE Huaping LIU Haiming HUANG 
supported in part by National Natural Science Foundation of China(Grant Nos.91848206,U1613212);in part funded by National Natural Science Foundation of China(Grant Nos.61621136008/DFG TRR-169,61503212,61803267);Suzhou Special Program(Grand No.2016SZ0219)
Tactile sensors are important for ensuring roboticperception[1],and their performance directly affects a robot's capability for performing dexterous operations.These sensors mimic the tactile sensing capability of hum...
关键词：MULTI-MODAL TACTILE SENSOR THERMOCHROMIC MATERIAL 
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