VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning

20 March 2022

Wenjia Xu

Bernt Schiele

Papers citing "VGSE: Visually-Grounded Semantic Embeddings for Zero-Shot Learning"

25 / 25 papers shown

Title
Interpretable Zero-shot Learning with Infinite Class Concepts Zihan Ye Shreyank N Gowda Shiming Chen Yaochu Jin Kaizhu Huang Xiaobo Jin VLM 37 0 0 06 May 2025
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation Xiaoqing Guo W. J. Li Yixuan Yuan 55 0 0 31 Mar 2025
Training-Free Personalization via Retrieval and Reasoning on Fingerprints Deepayan Das Davide Talon Yiming Wang Massimiliano Mancini Elisa Ricci VLM LRM 48 0 0 24 Mar 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 49 0 0 10 Mar 2025
On the Element-Wise Representation and Reasoning in Zero-Shot Image Recognition: A Systematic Survey Jingcai Guo Zhijie Rao Zhi Chen Song Guo Jingren Zhou Dacheng Tao 33 3 0 09 Aug 2024
Visual-Augmented Dynamic Semantic Prototype for Generative Zero-Shot Learning W. Hou Shiming Chen Shuhuang Chen Ziming Hong Yan Wang Xuetao Feng Salman Khan Fahad Shahbaz Khan Xinge You 43 11 0 23 Apr 2024
`Eyes of a Hawk and Ears of a Fox': Part Prototype Network for Generalized Zero-Shot Learning Joshua Forster Feinglass Jayaraman J. Thiagarajan Rushil Anirudh T. S. Jayram Yezhou Yang VLM 21 0 0 12 Apr 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 23 3 0 08 Apr 2024
Fine-Grained Zero-Shot Learning: Advances, Challenges, and Prospects Jingcai Guo Zhijie Rao Song Guo Jingren Zhou Dacheng Tao 32 7 0 31 Jan 2024
SEER-ZSL: Semantic Encoder-Enhanced Representations for Generalized Zero-Shot Learning William Heyden Habib Ullah M. S. Siddiqui Fadi Al-Machot VLM 41 0 0 20 Dec 2023
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning Jingcai Guo Qihua Zhou Ruibin Li Xiaocheng Lu Ziming Liu Junyang Chen Xin Xie Jie M. Zhang 71 4 0 15 Dec 2023
Attribute-Aware Representation Rectification for Generalized Zero-Shot Learning Zhijie Rao Jingcai Guo Xiaocheng Lu Qihua Zhou Jiewei Zhang Kang Wei Chenxin Li Song Guo 23 6 0 23 Nov 2023
Holistic Transfer: Towards Non-Disruptive Fine-Tuning with Partial Target Data Cheng-Hao Tu Hong-You Chen Zheda Mai Jike Zhong Vardaan Pahuja Tanya Berger-Wolf Song Gao Charles V. Stewart Yu-Chuan Su Wei-Lun Chao CLL 34 3 0 02 Nov 2023
Attribute Localization and Revision Network for Zero-Shot Learning Junzhe Xu Suling Duan Chenwei Tang Zhenan He Jiancheng Lv VLM 24 0 0 11 Oct 2023
Image-free Classifier Injection for Zero-Shot Classification Anders Christensen Massimiliano Mancini A. Sophia Koepke Ole Winther Zeynep Akata VLM 42 9 0 21 Aug 2023
Learning Adversarial Semantic Embeddings for Zero-Shot Recognition in Open Worlds Tianqi Li Guansong Pang Xiao Bai Jingyi Zheng Lei Zhou Xin Ning VLM 40 27 0 07 Jul 2023
Recognizing Unseen Objects via Multimodal Intensive Knowledge Graph Propagation Likang Wu Zhi Li Hongke Zhao Zhe-Feng Wang Qi Liu Baoxing Huai N. Yuan Enhong Chen 29 7 0 14 Jun 2023
Recent Advances of Local Mechanisms in Computer Vision: A Survey and Outlook of Recent Work Qiangchang Wang Yilong Yin 23 0 0 02 Jun 2023
Improving Zero-Shot Action Recognition using Human Instruction with Text Description Na Wu Hiroshi Kera K. Kawamoto 24 7 0 21 Jan 2023
ProKD: An Unsupervised Prototypical Knowledge Distillation Network for Zero-Resource Cross-Lingual Named Entity Recognition Ling Ge Chuming Hu Guanghui Ma Hong Zhang Jihong Liu 16 3 0 21 Jan 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification Muhammad Ferjad Naeem Muhammad Gul Zain Ali Khan Yongqin Xian Muhammad Zeshan Afzal D. Stricker Luc Van Gool F. Tombari VLM 27 51 0 05 Dec 2022
Rebalanced Zero-shot Learning Zihan Ye Guan Yang Xiaobo Jin Youfa Liu Kaizhu Huang VLM 27 8 0 13 Oct 2022
I2DFormer: Learning Image to Document Attention for Zero-Shot Image Classification Muhammad Ferjad Naeem Yongqin Xian Luc Van Gool F. Tombari VLM 15 37 0 21 Sep 2022
Audio-visual Generalised Zero-shot Learning with Cross-modal Attention and Language Otniel-Bogdan Mercea Lukas Riesch A. Sophia Koepke Zeynep Akata 19 48 0 07 Mar 2022
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 17 44 0 16 Dec 2021