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Consistent penalizing field loss for zero-shot image retrieval Journal article
Liu, Cong, She, Wenhao, Chen, Minjie, Li, Xiaofang, Yang, Simon X.. Consistent penalizing field loss for zero-shot image retrieval[J]. Expert Systems with Applications, 2024, 236, 121287.
Authors:  Liu, Cong;  She, Wenhao;  Chen, Minjie;  Li, Xiaofang;  Yang, Simon X.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2024/02/22
Computer Vision  Deep Learning  Deep Metric Learning  Image Retrieval  Zero-shot  
The Neglected Tails in Vision-Language Models Conference paper
Parashar, Shubham, Lin, Zhiqiu, Liu, Tian, Dong, Xiangjue, Li, Yanan, Ramanan, Deva, Caverlee, James, Kong, Shu. The Neglected Tails in Vision-Language Models[C]:IEEE Computer Society, 2024, 12988-12997.
Authors:  Parashar, Shubham;  Lin, Zhiqiu;  Liu, Tian;  Dong, Xiangjue;  Li, Yanan; et al.
Favorite | TC[Scopus]:1 | Submit date：2024/11/05
Long Tailed Recognition  Vision-language Models  Zero-shot Recognition  
Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network Conference paper
Chen, Junyang, Wang, Jialong, Dai, Zhijiang, Wu, Huisi, Wang, Mengzhu, Zhang, Qin, Wang, Huan. Zero-shot Micro-video Classification with Neural Variational Inference in Graph Prototype Network[C]:Association for Computing Machinery, Inc, 2023, 966-974.
Authors:  Chen, Junyang;  Wang, Jialong;  Dai, Zhijiang;  Wu, Huisi;  Wang, Mengzhu; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2024/01/10
Neural Variational Inference  Transferable Representation Learning  Zero-shot Micro-video Classification  
Expanding Semantic Knowledge for Zero-Shot Graph Embedding Conference paper
Wang, Zheng, Shao, Ruihang, Wang, Changping, Hu, Changjun, Wang, Chaokun, Gong, Zhiguo. Expanding Semantic Knowledge for Zero-Shot Graph Embedding[C], 2021, 394-402.
Authors:  Wang, Zheng;  Shao, Ruihang;  Wang, Changping;  Hu, Changjun;  Wang, Chaokun; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2022/05/13
Data Mining  Graph Embedding  Zero-shot Learning  
Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks Journal article
Lu, Xiankai, Wang, Wenguan, Shen, Jianbing, Crandall, David, Luo, Jiebo. Zero-Shot Video Object Segmentation with Co-Attention Siamese Networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2020, 44(4), 2228-2242.
Authors:  Lu, Xiankai;  Wang, Wenguan;  Shen, Jianbing;  Crandall, David;  Luo, Jiebo
Favorite | TC[WOS]:133 TC[Scopus]:105  IF:20.8/22.2 | Submit date：2022/05/04
Differentiable Co-attention Mechanism  Siamese Network  Zero-shot Video Object Segmentation  
Deep transductive network for generalized zero shot learning Journal article
Zhang, Haofeng, Liu, Li, Long, Yang, Zhang, Zheng, Shao, Ling. Deep transductive network for generalized zero shot learning[J]. Pattern Recognition, 2020, 105, 107370.
Authors:  Zhang, Haofeng;  Liu, Li;  Long, Yang;  Zhang, Zheng;  Shao, Ling
Favorite | TC[WOS]:36 TC[Scopus]:40  IF:7.5/7.6 | Submit date：2021/12/06
Deep Transductive Network (Dtn)  Generalized Zero Shot Learning (Gzsl)  Kl Divergence  Transductive Zsl  
Zero-shot restoration of underexposed images via robust retinex decomposition Conference paper
Zhu, Anqi, Zhang, Lin, Shen, Ying, Ma, Yong, Zhao, Shengjie, Zhou, Yicong. Zero-shot restoration of underexposed images via robust retinex decomposition[C], 2020.
Authors:  Zhu, Anqi;  Zhang, Lin;  Shen, Ying;  Ma, Yong;  Zhao, Shengjie; et al.
Favorite | TC[WOS]:88 TC[Scopus]:184 | Submit date：2021/12/06
Retinex Decomposition  Underexposed Image Restoration  Zero-shot Learning  
Learning discriminative domain-invariant prototypes for generalized zero shot learning Journal article
Wang, Yinduo, Zhang, Haofeng, Zhang, Zheng, Long, Yang, Shao, Ling. Learning discriminative domain-invariant prototypes for generalized zero shot learning[J]. Knowledge-Based Systems, 2020, 196, 105796.
Authors:  Wang, Yinduo;  Zhang, Haofeng;  Zhang, Zheng;  Long, Yang;  Shao, Ling
Favorite | TC[WOS]:10 TC[Scopus]:12  IF:7.2/7.4 | Submit date：2021/12/06
Generalized Zero Shot Learning (Gzsl)  Domain-invariant Learning  Orthogonal Constraint  Dictionary Learning  
Attention-Based Aggregation Graph Networks for Knowledge Graph Information Transfer Conference paper
Zhao, Ming, Jia, Weijia, Huang, Yusheng. Attention-Based Aggregation Graph Networks for Knowledge Graph Information Transfer[C], 2020, 542-554.
Authors:  Zhao, Ming;  Jia, Weijia;  Huang, Yusheng
Favorite | TC[WOS]:11 TC[Scopus]:11 | Submit date：2023/04/19
Graph Attention Network  Graph Neural Network  Knowledge Graph  Zero-shot Learning