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Use All The Labels: A Hierarchical Multi-Label Contrastive Learning Framework



Shu Zhang , Ran Xu , Caiming Xiong , Chetan Ramaiah

* Accepted by CVPR, 2022 

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Virtuoso: Video-based Intelligence for real-time tuning on SOCs



Jayoung Lee , PengCheng Wang , Ran Xu , Venkat Dasari , Noah Weston , Yin Li , Saurabh Bagchi , Somali Chaterji

* 28 pages, 15 figures, 4 tables, ACM-TODAES 

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Value Retrieval with Arbitrary Queries for Form-like Documents



Mingfei Gao , Le Xue , Chetan Ramaiah , Chen Xing , Ran Xu , Caiming Xiong


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Burn After Reading: Online Adaptation for Cross-domain Streaming Data



Luyu Yang , Mingfei Gao , Zeyuan Chen , Ran Xu , Abhinav Shrivastava , Chetan Ramaiah


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Towards Open Vocabulary Object Detection without Human-provided Bounding Boxes



Mingfei Gao , Chen Xing , Juan Carlos Niebles , Junnan Li , Ran Xu , Wenhao Liu , Caiming Xiong


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Robustness Evaluation of Transformer-based Form Field Extractors via Form Attacks



Le Xue , Mingfei Gao , Zeyuan Chen , Caiming Xiong , Ran Xu


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Field Extraction from Forms with Unlabeled Data



Mingfei Gao , Zeyuan Chen , Nikhil Naik , Kazuma Hashimoto , Caiming Xiong , Ran Xu


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MetaHistoSeg: A Python Framework for Meta Learning in Histopathology Image Segmentation



Zheng Yuan , Andre Esteva , Ran Xu


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JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads



Karthick Shankar , Pengcheng Wang , Ran Xu , Ashraf Mahgoub , Somali Chaterji

* "JANUS: Benchmarking Commercial and Open-Source Cloud and Edge Platforms for Object and Anomaly Detection Workloads," IEEE International Conference on Cloud Computing (IEEE Cloud), pp. 1--10, Oct 18-24, 2020 
* Appeared at the IEEE Cloud 2020 conference. 10 pages 

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ApproxDet: Content and Contention-Aware Approximate Object Detection for Mobiles



Ran Xu , Chen-lin Zhang , Pengcheng Wang , Jayoung Lee , Subrata Mitra , Somali Chaterji , Yin Li , Saurabh Bagchi

* Accepted to appear at the 18th ACM Conference on Embedded Networked Sensor Systems (SenSys), 2020 

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