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Vector-quantized Image Modeling with Improved VQGAN



Jiahui Yu , Xin Li , Jing Yu Koh , Han Zhang , Ruoming Pang , James Qin , Alexander Ku , Yuanzhong Xu , Jason Baldridge , Yonghui Wu

* Preprint 

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PanGEA: The Panoramic Graph Environment Annotation Toolkit



Alexander Ku , Peter Anderson , Jordi Pont-Tuset , Jason Baldridge


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On the Evaluation of Vision-and-Language Navigation Instructions



Ming Zhao , Peter Anderson , Vihan Jain , Su Wang , Alexander Ku , Jason Baldridge , Eugene Ie

* Accepted to EACL 2021 

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Room-Across-Room: Multilingual Vision-and-Language Navigation with Dense Spatiotemporal Grounding



Alexander Ku , Peter Anderson , Roma Patel , Eugene Ie , Jason Baldridge

* EMNLP 2020 

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Transferable Representation Learning in Vision-and-Language Navigation



Haoshuo Huang , Vihan Jain , Harsh Mehta , Alexander Ku , Gabriel Magalhaes , Jason Baldridge , Eugene Ie

* To appear in ICCV 2019 

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Effective and General Evaluation for Instruction Conditioned Navigation using Dynamic Time Warping



Gabriel Magalhaes , Vihan Jain , Alexander Ku , Eugene Ie , Jason Baldridge


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Stay on the Path: Instruction Fidelity in Vision-and-Language Navigation



Vihan Jain , Gabriel Magalhaes , Alexander Ku , Ashish Vaswani , Eugene Ie , Jason Baldridge

* Accepted at ACL 2019 as long paper 

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Image Transformer



Niki Parmar , Ashish Vaswani , Jakob Uszkoreit , Łukasz Kaiser , Noam Shazeer , Alexander Ku , Dustin Tran

* Appears in International Conference on Machine Learning, 2018. Code available at https://github.com/tensorflow/tensor2tensor 

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