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Determining which image regions to concentrate on is critical for Human-Object Interaction (HOI) detection.
The hungarian method for the assignment problem
H. W. Kuhn · 1955
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick · 2014
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Fast r-cnn
Ross Girshick · 2015
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Saurabh Gupta and Jitendra Malik · 2015
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Faster r-cnn: Towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Stacked hourglass networks for human pose estimation
Alejandro Newell, Kaiyu Yang, and Jia Deng · 2016
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Focal loss for dense object detection
Tsung-Yi Lin, Priya Goyal, Ross Girshick, Kaiming He, and Piotr Dollár · 2017
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Learning to detect human-object interactions
Yu-Wei Chao, Yunfan Liu, Xieyang Liu, Huayi Zeng, and Jia Deng · 2018
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ican: Instance-centric attention network for human-object interaction detection
Chen Gao, Yuliang Zou, and Jia-Bin Huang · 2018
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Detecting and recognizing human-object interactions
Georgia Gkioxari, Ross Girshick, Piotr Dollár, and Kaiming He · 2018
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter · 2018
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Image transformer
Niki Parmar, Ashish Vaswani, Jakob Uszkoreit, Lukasz Kaiser, Noam Shazeer, Alexander Ku, and Dustin Tran · 2018
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Learning human-object interactions by graph parsing neural networks
Siyuan Qi, Wenguan Wang, Baoxiong Jia, Jianbing Shen, and Song-Chun Zhu · 2018
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Scaling human-object interaction recognition through zero-shot learning
Liyue Shen, Serena Yeung, Judy Hoffman, Greg Mori, and Li Fei-Fei · 2018
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Deep layer aggregation
Fisher Yu, Dequan Wang, Evan Shelhamer, and Trevor Darrell · 2018
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http://www.picdataset.com/challenge/leaderboard/hoi2019 , 2019
Pic leaderboard · 2019
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Turbo learning framework for human-object interactions recognition and human pose estimation
Wei Feng, Wentao Liu, Tong Li, Jing Peng, Chen Qian, and Xiaolin Hu · 2019
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No-frills human-object interaction detection: Factorization, layout encodings, and training techniques
Tanmay Gupta, Alexander Schwing, and Derek Hoiem · 2019
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Transferable interactiveness knowledge for human-object interaction detection
Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Hao-Shu Fang, Yanfeng Wang, and Cewu Lu · 2019
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Transferable interactiveness prior for human-object interaction detection
Yong-Lu Li, Siyuan Zhou, Xijie Huang, Liang Xu, Ze Ma, Hao-Shu Fang, Yan-Feng Wang, and Cewu Lu · 2019
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Generalized intersection over union: A metric and a loss for bounding box regression
Hamid Rezatofighi, Nathan Tsoi, JunYoung Gwak, Amir Sadeghian, Ian Reid, and Silvio Savarese · 2019
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Referring image segmentation via cross-modal progressive comprehension
Shaofei Huang, Tianrui Hui, Si Liu, Guanbin Li, Yunchao Wei, Jizhong Han, Luoqi Liu, and Bo Li · 2020
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Linguistic structure guided context modeling for referring image segmentation
Tianrui Hui, Si Liu, Shaofei Huang, Guanbin Li, Sansi Yu, Faxi Zhang, and Jizhong Han · 2020
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Psgan: Pose and expression robust spatial-aware gan for customizable makeup transfer
Wentao Jiang, Si Liu, Chen Gao, Jie Cao, Ran He, Jiashi Feng, and Shuicheng Yan · 2020
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Uniondet: Union-level detector towards real-time human-object interaction detection
Bumsoo Kim, Taeho Choi, Jaewoo Kang, and Hyunwoo J. Kim · 2020
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Detecting human-object interactions with action co-occurrence priors
Dong-Jin Kim, Xiao Sun, Jinsoo Choi, Stephen Lin, and In So Kweon · 2020
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Pose-aware multi-level feature network for human object interaction detection
Bo Wan, Desen Zhou, Yongfei Liu, Rongjie Li, and Xuming He · 2019
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Deep contextual attention for human-object interaction detection
Tiancai Wang, Rao Muhammad Anwer, Muhammad Haris Khan, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao, and Jorma Laaksonen · 2019
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Learning to detect human-object interactions with knowledge
Bingjie Xu, Yongkang Wong, Junnan Li, Qi Zhao, and Mohan S. Kankanhalli · 2019
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Relation parsing neural network for human-object interaction detection
Penghao Zhou and Mingmin Chi · 2019
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End-to-end object detection with transformers
Nicolas Carion, Francisco Massa, Gabriel Synnaeve, Nicolas Usunier, Alexander Kirillov, and Sergey Zagoruyko · 2020
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Centripetalnet: Pursuing high-quality keypoint pairs for object detection
Zhiwei Dong, Guoxuan Li, Yue Liao, Fei Wang, Pengju Ren, and Chen Qian · 2020
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Adversarialnas: Adversarial neural architecture search for gans
Chen Gao, Yunpeng Chen, Si Liu, Zhenxiong Tan, and Shuicheng Yan · 2020
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Detailed 2d-3d joint representation for human-object interaction
Yong-Lu Li, Xinpeng Liu, Han Lu, Shiyi Wang, Junqi Liu, Jiefeng Li, and Cewu Lu · 2020
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A real-time cross-modality correlation filtering method for referring expression comprehension
Yue Liao, Si Liu, Guanbin Li, Fei Wang, Yanjie Chen, Chen Qian, and Bo Li · 2020
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Ppdm: Parallel point detection and matching for real-time human-object interaction detection
Yue Liao, Si Liu, Fei Wang, Yanjie Chen, Chen Qian, and Jiashi Feng · 2020
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Amplifying key cues for human-object-interaction detection
Yang Liu, Qingchao Chen, and Andrew Zisserman · 2020
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Scene graph generation with hierarchical context
Guanghui Ren, Lejian Ren, Yue Liao, Si Liu, Bo Li, Jizhong Han, and Shuicheng Yan · 2020
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Vsgnet: Spatial attention network for detecting human object interactions using graph convolutions
Oytun Ulutan, A S M Iftekhar, and B. S. Manjunath · 2020
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Learning human-object interaction detection using interaction points
Tiancai Wang, Tong Yang, Martin Danelljan, Fahad Shahbaz Khan, Xiangyu Zhang, and Jian Sun · 2020
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Greedynas: Towards fast one-shot nas with greedy supernet
Shan You, Tao Huang, Mingmin Yang, Fei Wang, Chen Qian, and Changshui Zhang · 2020
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Cross-modal omni interaction modeling for phrase grounding
Tianyu Yu, Tianrui Hui, Zhihao Yu, Yue Liao, Sansi Yu, Faxi Zhang, and Si Liu · 2020
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Polysemy deciphering network for human-object interaction detection
Xubin Zhong, Changxing Ding, Xian Qu, and Dacheng Tao · 2020
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Cascaded human-object interaction recognition
Tianfei Zhou, Wenguan Wang, Siyuan Qi, Haibin Ling, and Jianbing Shen · 2020
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