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OmDet: Language-Aware Object Detection with Large-scale Vision-Language Multi-dataset Pre-training


Sep 10, 2022
Tiancheng Zhao, Peng Liu, Xiaopeng Lu, Kyusong Lee


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Understanding the Effect of Data Augmentation in Self-supervised Anomaly Detection


Aug 30, 2022
Jaemin Yoo, Tiancheng Zhao, Leman Akoglu

* 17 pages 

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Role of Data Augmentation in Unsupervised Anomaly Detection


Aug 21, 2022
Jaemin Yoo, Tiancheng Zhao, Leman Akoglu

* 17 pages 

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VL-CheckList: Evaluating Pre-trained Vision-Language Models with Objects, Attributes and Relations


Jul 01, 2022
Tiancheng Zhao, Tianqi Zhang, Mingwei Zhu, Haozhan Shen, Kyusong Lee, Xiaopeng Lu, Jianwei Yin

* 9 pages, preprint 

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SF-QA: Simple and Fair Evaluation Library for Open-domain Question Answering


Jan 06, 2021
Xiaopeng Lu, Kyusong Lee, Tiancheng Zhao

* 7 pages 

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VisualSparta: Sparse Transformer Fragment-level Matching for Large-scale Text-to-Image Search


Jan 01, 2021
Xiaopeng Lu, Tiancheng Zhao, Kyusong Lee

* 9 pages 

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SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval


Sep 28, 2020
Tiancheng Zhao, Xiaopeng Lu, Kyusong Lee

* 11 pages 

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Report from the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges


Jun 10, 2020
Maxine Eskenazi, Tiancheng Zhao

* Final report of the NSF Future Directions Workshop, Toward User-Oriented Agents: Research Directions and Challenges 

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"None of the Above":Measure Uncertainty in Dialog Response Retrieval


Apr 04, 2020
Yulan Feng, Shikib Mehri, Maxine Eskenazi, Tiancheng Zhao


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