Search Results - "Yanwei Fu"

Semi-supervised Vocabulary-Informed Learning by Yanwei Fu, Sigal, Leonid

“…Despite significant progress in object categorization, in recent years, a number of important challenges remain, mainly, ability to learn from limited labeled…”
Get full text

Transductive Multi-View Zero-Shot Learning by Yanwei Fu, Hospedales, Timothy M., Tao Xiang, Shaogang Gong

“…Most existing zero-shot learning approaches exploit transfer learning via an intermediate semantic representation shared between an annotated auxiliary dataset…”
Get full text

Screening techniques for the identification of bioactive compounds in natural products by Fu, Yanwei, Luo, Jiaoyang, Qin, Jiaan, Yang, Meihua

“…•Biological screening techniques were reviewed.•Limitations of existing screening models were summarized.•Perspectives of biological screening in future work…”
Get full text

Instance Credibility Inference for Few-Shot Learning by Wang, Yikai, Xu, Chengming, Liu, Chen, Zhang, Li, Fu, Yanwei

“…Few-shot learning (FSL) aims to recognize new objects with extremely limited training data for each category. Previous efforts are made by either leveraging…”
Get full text

Learning Multimodal Latent Attributes by Yanwei Fu, Hospedales, Timothy M., Tao Xiang, Shaogang Gong

“…The rapid development of social media sharing has created a huge demand for automatic media classification and annotation techniques. Attribute learning has…”
Get full text

Multi-scale Deep Learning Architectures for Person Re-identification by Xuelin Qian, Yanwei Fu, Yu-Gang Jiang, Tao Xiang, Xiangyang Xue

“…Person Re-identification (re-id) aims to match people across non-overlapping camera views in a public space. It is a challenging problem because many people…”
Get full text

Heterogeneous Knowledge Transfer in Video Emotion Recognition, Attribution and Summarization by Baohan Xu, Yanwei Fu, Yu-Gang Jiang, Boyang Li, Sigal, Leonid

“…Emotion is a key element in user-generated video. However, it is difficult to understand emotions conveyed in such videos due to the complex and unstructured…”
Get full text

Learning Dynamic Alignment via Meta-filter for Few-shot Learning by Xu, Chengming, Fu, Yanwei, Liu, Chen, Wang, Chengjie, Li, Jilin, Huang, Feiyue, Zhang, Li, Xue, Xiangyang

“…Few-shot learning (FSL), which aims to recognise new classes by adapting the learned knowledge with extremely limited few-shot (support) examples, remains an…”
Get full text

A comprehensive review on the pretreatment and detection methods of neonicotinoid insecticides in food and environmental samples by Wang, Yudan, Fu, Yanwei, Wang, Yunyun, Lu, Qian, Ruan, Haonan, Luo, Jiaoyang, Yang, Meihua

“…• The metabolism and residue status of neonicotinoids were briefly summarized in this work. • Sample pretreatment techniques for the analysis of neonicotinoids…”
Get full text

Harnessing Object and Scene Semantics for Large-Scale Video Understanding by Zuxuan Wu, Yanwei Fu, Yu-Gang Jiang, Sigal, Leonid

“…Large-scale action recognition and video categorization are important problems in computer vision. To address these problems, we propose a novel object-and…”
Get full text

HandO: a hybrid 3D hand–object reconstruction model for unknown objects by Yu, Hang, Cheang, Chilam, Fu, Yanwei, Xue, Xiangyang

“…In various multimedia applications, it is of great significance to reconstruct 3D meshes of hands and objects from single RGB images. Mesh-based methods mainly…”
Get full text

Robust Subjective Visual Property Prediction from Crowdsourced Pairwise Labels by Yanwei Fu, Hospedales, Timothy M., Tao Xiang, Jiechao Xiong, Shaogang Gong, Yizhou Wang, Yuan Yao

“…The problem of estimating subjective visual properties from image and video has attracted increasing interest. A subjective visual property is useful either on…”
Get full text

Multi-View Video Summarization by Fu, Yanwei, Guo, Yanwen, Zhu, Yanshu, Liu, Feng, Song, Chuanming, Zhou, Zhi-Hua

“…Previous video summarization studies focused on monocular videos, and the results would not be good if they were applied to multi-view videos directly, due to…”
Get full text

An integrated strategy for rapid on-site screening and determination of prometryn residues in herbs by Liu, Congmin, Wang, Yudan, Zhang, Lei, Qin, Jia′an, Dou, Xiaowen, Fu, Yanwei, Li, Qian, Zhao, Xue, Yang, Meihua

“…We produced a prometryn-specific monoclonal antibody and propose a strategy for convenient on-site detection of prometryn residues in herbs for the first time…”
Get full text

TC‐GEN: Data‐Driven Tropical Cyclone Downscaling Using Machine Learning‐Based High‐Resolution Weather Model by Jing, Renzhi, Gao, Jianxiong, Cai, Yunuo, Xi, Dazhi, Zhang, Yinda, Fu, Yanwei, Emanuel, Kerry, Diffenbaugh, Noah S., Bendavid, Eran

“…Synthetic downscaling of tropical cyclones (TCs) is critically important to estimate the long‐term hazard of rare high‐impact storm events. Existing…”
Get full text

Antenna array calibration methods based on simultaneous perturbation by Xing, Huijuan, Zhang, Yongwei, Fu, Yanwei, Lv, Xianyang, Xu, Zhihuo, Shi, Jiajia, Shi, Quan, Temiz, Murat, El‐Makadema, Ahmed

“…Antenna arrays have gained significant interest in millimetre‐wave communication systems as an enabling technology to achieve higher capacity and mitigate the…”
Get full text

A Foldable Tightly Coupled Crossed Rings Antenna Array of Ultrawide Bandwidth and Dual Polarization by Fu, Yanwei, Zhang, Yongwei, Shi, Quan, Temiz, Murat, El-Makadema, Ahmed, Shi, Jiajia

“…Low-profile foldable array antennas are becoming increasingly more important for a wide range of applications such as satellite communications and wearable…”
Get full text

Two-dimensional material integrated micro-nano fiber, the new opportunity in all-optical signal processing by Wang, Xinyu, Ma, Wanzhuo, Fu, Yanwei, Liu, Xianzhu, Tao, Zonghui, Song, Yansong, Dong, Keyan, Jiang, Huilin

“…With the development of all-optical networks, all-optical devices have become a research hotspot in recent years. Two-dimensional materials, represented by…”
Get full text

Learning decomposed subspaces for supervised bidirectional image generation by Lu, Peng, Lin, Hangyu, Fu, Yanwei, Huang, Gao, Wu, Libo

“…This study addresses the task of supervised cross-domain image generation, which aims to translate an image from the source domain to the target domain, guided…”
Get full text

6′-Hydroxy Justicidin B Triggers a Critical Imbalance in Ca2+ Homeostasis and Mitochondrion-Dependent Cell Death in Human Leukemia K562 Cells by Luo, Jiaoyang, Qin, Jiaan, Fu, Yanwei, Zhang, Shanshan, Zhang, Xingguo, Yang, Meihua

“…Justicia procumbens ( J. procumbens ) is a traditional Chinese herbal medicine which was used for the treatment of fever, pain, and cancer. A compound…”
Get full text