Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot
Image Classification

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Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification

2 March 2022

Mohamed Elhoseiny

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Papers citing "Exploring Hierarchical Graph Representation for Large-Scale Zero-Shot Image Classification"

18 / 18 papers shown

Title
Vision LLMs Are Bad at Hierarchical Visual Understanding, and LLMs Are the Bottleneck Yuwen Tan Yuan Qing Boqing Gong 128 1 0 30 May 2025
Hierarchical Material Recognition from Local Appearance Matthew Beveridge Shree K. Nayar 112 0 0 28 May 2025
MADS: Multi-Attribute Document Supervision for Zero-Shot Image Classification Xiangyan Qu Jing Yu Jiamin Zhuang Gaopeng Gou Gang Xiong Qi Wu VLM 183 1 0 10 Mar 2025
Generalizable Prompt Learning of CLIP: A Brief Overview Fangming Cui Yonggang Zhang Xuan Wang Xule Wang Liang Xiao VPVLM VLM 820 1 0 03 Mar 2025
MaxSup: Overcoming Representation Collapse in Label Smoothing Yuxuan Zhou Heng Li Zhi-Qi Cheng Xudong Yan Yifei Dong Mario Fritz Margret Keuper 224 0 0 18 Feb 2025
Open-Vocabulary Object Detection via Language Hierarchy Jiaxing Huang Jingyi Zhang Kai Jiang Shijian Lu ObjD VLM 163 1 0 27 Oct 2024
Where are we in audio deepfake detection? A systematic analysis over generative and detection models Xiang Li Pin-Yu Chen Wenqi Wei 200 3 0 06 Oct 2024
Emergent Visual-Semantic Hierarchies in Image-Text Representations Morris Alper Hadar Averbuch-Elor VLM 176 14 0 11 Jul 2024
Scaling Up Deep Clustering Methods Beyond ImageNet-1K Tim Kaiser Félix D. P. Michels Kaspar Senft Diana Petrusheva M. Kollmann 147 1 0 03 Jun 2024
Exploring Low-Resource Medical Image Classification with Weakly Supervised Prompt Learning Fudan Zheng Jindong Cao Weijiang Yu Zhiguang Chen Nong Xiao Yutong Lu VLM MedIm 93 29 0 06 Feb 2024
Beyond Sole Strength: Customized Ensembles for Generalized Vision-Language Models Zhihe Lu Jiawang Bai Xin Li Zeyu Xiao Xinchao Wang VLM 103 15 0 28 Nov 2023
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding Peng Xia Xingtong Yu Ming Hu Lie Ju Zhiyong Wang Peibo Duan Zongyuan Ge VLM 186 14 0 23 Nov 2023
ChatGPT-Powered Hierarchical Comparisons for Image Classification Zhiyuan Ren Yiyang Su Xiaoming Liu VLM 144 27 0 01 Nov 2023
CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets Cheng-i Wang Julian McAuley Zachary Chase Lipton Saurabh Garg VLM 222 104 0 06 Feb 2023
DiRaC-I: Identifying Diverse and Rare Training Classes for Zero-Shot Learning Sandipan Sarma Arijit Sur VLM 124 2 0 31 Dec 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 155 8 0 12 Sep 2022
Conditional Prompt Learning for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VLM CLIP VPVLM 353 1,603 0 10 Mar 2022
Domain-Aware Continual Zero-Shot Learning Kai Yi Paul Janson Wenxuan Zhang Mohamed Elhoseiny 187 4 0 24 Dec 2021