Awesome-Zero-Shot-Object-Detection

Table of Contents

• Datasets
• Papers

Datasets

• MSCOCO (Most Common):
  • 48/17
  • 65/15
  • 20/60, 40/40, 60/20
• PASCAL VOC:
  • 16/4
  • 5/15, 10/10, 15/5
• Visual Genome:
  • 478/130
• ImageNet Object Detection:
  • 177/23
• Fashion-MNIST:
  • 7/3

Papers

2023

2022

• Sandipan Sarma, Sushil Kumar, Arijit Sur. Resolving Semantic Confusions for Improved Zero-Shot Detection. BMVC 2022 (oral). [paper] [code]

• Peiliang Huang, Junwei Han, De Cheng, Dingwen Zhang. Robust Region Feature Synthesizer for Zero-Shot Object Detection. CVPR 2022. [paper] [code]

• Jingren Liu, Yi Chen, Huajun Liu, Haofeng Zhang, Yudong Zhang. From Less to More: Progressive Generalized Zero-Shot Detection With Curriculum Learning. TITS 2022. [paper]

• Caixia Yan, Xiaojun Chang, Minnan Luo, Huan Liu, Xiaoqin Zhang, Qinghua Zheng. Semantics-Guided Contrastive Network for Zero-Shot Object detection. TPAMI 2022. [paper]

• Hui Nie, Ruiping Wang, Xilin Chen. From Node to Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection. WACV 2022. [paper] [code]

• Cheng Yang, Weijia Wu, Yuxing Wang, and Hong Zhou. A Novel Feature-Based Model for Zero-Shot Object Detection with Simulated Attributes. Applied Intelligence 2022. [paper]

2021

• Yanan Li, Pengyang Li, Han Cui, Donghui Wang. Inference Fusion with Associative Semantics for Unseen Object Detection. AAAI 2021. [paper] [code]

• Sixiao Zheng, Yanwei Fu, Yanxi Hou. Incrementally Zero-Shot Detection by an Extreme Value Analyzer. ICPR 2021. [paper]

• Ye Zheng, Xi Huang, Li Cui. Visual Language Based Succinct Zero-Shot Object Detection. MM 2021. [paper]

• Ye Zheng, Li Cui. Zero-Shot Object Detection With Transformers. ICIP 2021. [paper]

• Ye Zheng, Jiahong Wu, Yongqiang Qin, Faen Zhang, Li Cui. Zero-Shot Instance Segmentation. CVPR 2021. [paper] [code]

2020

• Caixia Yan, Qinghua Zheng, Xiaojun Chang, Minnan Luo, Chung-Hsing Yeh, Alexander G. Hauptmann. Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. TIP 2020. [paper]

• Qiao-mei Ma, Chong Wang, Shenghao Yu, Ye Zheng, Yuqi Li. Zero-Shot Object Detection With Attributes-Based Category Similarity. IEEE Transactions on Circuits and Systems II: Express Briefs, 2020. [paper]

• Kang Wang, Lu Zhang, Yifan Tan, Jiajia Zhao, Shuigeng Zhou. Learning Latent Semantic Attributes for Zero-Shot Object Detection. ICTAI 2020. [paper]

• Yanan Li, Yilan Shao, Donghui Wang. Context-Guided Super-Class Inference for Zero-Shot Detection. CVPR Workshops 2020. [paper]

• Dikshant Gupta, Aditya Anantharaman, Nehal Mamgain, Sowmya Kamath S., Vineeth N. Balasubramanian, C. V. Jawahar. A Multi-Space Approach to Zero-Shot Object Detection. WACV 2020. [paper]

• Shafin Rahman, Salman Khan, Nick Barnes. Improved Visual-Semantic Alignment for Zero-Shot Object Detection. AAAI 2020. [paper] [code]

• Ruotian Luo, Ning Zhang, Bohyung Han, Linjie Yang. Context-Aware Zero-Shot Recognition. AAAI 2020. [paper] [code]

• Shizhen Zhao, Changxin Gao, Yuanjie Shao, Lerenhan Li, Changqian Yu, Zhong Ji, Nong Sang. GTNet: Generative Transfer Network for Zero-Shot Object Detection. AAAI 2020. [paper]

• Pengkai Zhu, Hanxiao Wang, Venkatesh Saligrama. Dont Even Look Once: Synthesizing Features for Zero-Shot Detection. CVPR 2020. [paper]

• Shafin Rahman, Salman Khan, Nick Barnes, Fahad Shahbaz Khan. Any-Shot Object Detection. ACCV 2020. [paper]

• Ye Zheng, Ruoran Huang, Chuanqi Han, Xi Huang, Li Cui. Background Learnable Cascade for Zero-Shot Object Detection. ACCV 2020. [paper] [code]

• Nasir Hayat, Munawar Hayat, Shafin Rahman, Salman Khan, Syed Waqas Zamir, Fahad Shahbaz Khan. Synthesizing the Unseen for Zero-shot Object Detection. ACCV 2020. [paper] [code]

• Licheng Zhang, Xianzhi Wang, Lina Yao, Lin Wu, Feng Zheng. Zero-Shot Object Detection via Learning an Embedding from Semantic Space to Visual Space. IJCAI 2020. [paper]

2019

• Abdalwhab Abdalwhab, Huaping Liu. Zero-Shot Object Detection for Indoor Robots. IJCNN 2019. [paper]

• Peining Che. Zero-Shot Object Detection Method Comparison and Analysis. Thesis, 2019. [paper]

• Shafin Rahman, Salman Khan, Nick Barnes. Transductive Learning for Zero-Shot Object Detection. ICCV 2019. [paper]

• Yilan Shao, Yanan Li, Donghui Wang. Zero-Shot Detection with Transferable Object Proposal Mechanism. ICIP 2019. [paper]

• Pengkai Zhu, Hanxiao Wang, Tolga Bolukbasi, Venkatesh Saligrama. Zero-Shot Detection. TCSVT 2019. [paper]

• Licheng Zhang, Xianzhi Wang, Lina Yao, Feng Zheng. Zero-Shot Object Detection with Textual Descriptions. AAAI 2019. [paper]

2018

• Ankan Bansal, Karan Sikka, Gaurav Sharma, Rama Chellappa, Ajay Divakaran. Zero-Shot Object Detection. ECCV 2018. [paper]

• Berkan Demirel, Ramazan Gokberk Cinbis, Nazli Ikizler-Cinbis. Zero-Shot Object Detection by Hybrid Region Embedding. BMVC 2018. [paper]

• Shafin Rahman, Salman H. Khan, Fatih Porikli. Zero-Shot Object Detection: Learning to Simultaneously Recognize and Localize Novel Concepts. ACCV 2018. [paper] [Code]