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On Model Calibration for Long-Tailed Object Detection and Instance Segmentation


Jul 05, 2021
Tai-Yu Pan, Cheng Zhang, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao


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2.5D Visual Relationship Detection


Apr 26, 2021
Yu-Chuan Su, Soravit Changpinyo, Xiangning Chen, Sathish Thoppay, Cho-Jui Hsieh, Lior Shapira, Radu Soricut, Hartwig Adam, Matthew Brown, Ming-Hsuan Yang, Boqing Gong


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Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts


Feb 17, 2021
Soravit Changpinyo, Piyush Sharma, Nan Ding, Radu Soricut


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A Simple and Effective Use of Object-Centric Images for Long-Tailed Object Detection


Feb 17, 2021
Cheng Zhang, Tai-Yu Pan, Yandong Li, Hexiang Hu, Dong Xuan, Soravit Changpinyo, Boqing Gong, Wei-Lun Chao


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Telling the What while Pointing the Where: Fine-grained Mouse Trace and Language Supervision for Improved Image Retrieval


Feb 09, 2021
Soravit Changpinyo, Jordi Pont-Tuset, Vittorio Ferrari, Radu Soricut


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Weakly Supervised Content Selection for Improved Image Captioning


Sep 10, 2020
Khyathi Raghavi Chandu, Piyush Sharma, Soravit Changpinyo, Ashish Thapliyal, Radu Soricut


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Connecting Vision and Language with Localized Narratives


Dec 06, 2019
Jordi Pont-Tuset, Jasper Uijlings, Soravit Changpinyo, Radu Soricut, Vittorio Ferrari


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Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering


Sep 04, 2019
Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut

* The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019) 

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Classifier and Exemplar Synthesis for Zero-Shot Learning


Dec 16, 2018
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha

* Extended version of arXiv:1603.00550 (CVPR 2016) and arXiv:1605.08151 (ICCV 2017) 

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Multi-Task Learning for Sequence Tagging: An Empirical Study


Aug 13, 2018
Soravit Changpinyo, Hexiang Hu, Fei Sha

* In Proceedings of the 27th International Conference on Computational Linguistics (COLING 2018) 

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Predicting Visual Exemplars of Unseen Classes for Zero-Shot Learning


Aug 20, 2017
Soravit Changpinyo, Wei-Lun Chao, Fei Sha

* ICCV2017 camera-ready 

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The Power of Sparsity in Convolutional Neural Networks


Feb 21, 2017
Soravit Changpinyo, Mark Sandler, Andrey Zhmoginov


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An Empirical Study and Analysis of Generalized Zero-Shot Learning for Object Recognition in the Wild


Jan 11, 2017
Wei-Lun Chao, Soravit Changpinyo, Boqing Gong, Fei Sha

* ECCV2016 camera-ready 

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Synthesized Classifiers for Zero-Shot Learning


May 27, 2016
Soravit Changpinyo, Wei-Lun Chao, Boqing Gong, Fei Sha


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