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On Calibration of Scene-Text Recognition Models


Dec 23, 2020
Ron Slossberg, Oron Anschel, Amir Markovitz, Ron Litman, Aviad Aberdam, Shahar Tsiper, Shai Mazor, Jon Wu, R. Manmatha


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Sequence-to-Sequence Contrastive Learning for Text Recognition


Dec 20, 2020
Aviad Aberdam, Ron Litman, Shahar Tsiper, Oron Anschel, Ron Slossberg, Shai Mazor, R. Manmatha, Pietro Perona


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A Comprehensive Study of Deep Video Action Recognition


Dec 11, 2020
Yi Zhu, Xinyu Li, Chunhui Liu, Mohammadreza Zolfaghari, Yuanjun Xiong, Chongruo Wu, Zhi Zhang, Joseph Tighe, R. Manmatha, Mu Li

* Technical report. Code and model zoo can be found at https://cv.gluon.ai/model_zoo/action_recognition.html 

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Document Visual Question Answering Challenge 2020


Aug 20, 2020
Minesh Mathew, Ruben Tito, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar

* to be published as a short paper in DAS 2020 

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DocVQA: A Dataset for VQA on Document Images


Jul 01, 2020
Minesh Mathew, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar


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Improving Semantic Segmentation via Self-Training


May 06, 2020
Yi Zhu, Zhongyue Zhang, Chongruo Wu, Zhi Zhang, Tong He, Hang Zhang, R. Manmatha, Mu Li, Alexander Smola


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ResNeSt: Split-Attention Networks


Apr 19, 2020
Hang Zhang, Chongruo Wu, Zhongyue Zhang, Yi Zhu, Zhi Zhang, Haibin Lin, Yue Sun, Tong He, Jonas Mueller, R. Manmatha, Mu Li, Alexander Smola


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SCATTER: Selective Context Attentional Scene Text Recognizer


Mar 25, 2020
Ron Litman, Oron Anschel, Shahar Tsiper, Roee Litman, Shai Mazor, R. Manmatha

* In CVPR 2020 

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Hierarchical Auto-Regressive Model for Image Compression Incorporating Object Saliency and a Deep Perceptual Loss


Feb 12, 2020
Yash Patel, Srikar Appalaraju, R. Manmatha


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Human Perceptual Evaluations for Image Compression


Aug 09, 2019
Yash Patel, Srikar Appalaraju, R. Manmatha

* arXiv admin note: text overlap with arXiv:1907.08310 

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Deep Perceptual Compression


Jul 31, 2019
Yash Patel, Srikar Appalaraju, R. Manmatha


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Searching for Apparel Products from Images in the Wild


Jul 04, 2019
Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor


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Compressed Video Action Recognition


Mar 29, 2018
Chao-Yuan Wu, Manzil Zaheer, Hexiang Hu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl

* CVPR 2018 (Selected for spotlight presentation) 

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Sampling Matters in Deep Embedding Learning


Jan 16, 2018
Chao-Yuan Wu, R. Manmatha, Alexander J. Smola, Philipp Krähenbühl

* Add supplementary material. Paper published in ICCV 2017 

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