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Vision-and-Language navigation (VLN) requires an agent to navigate in unseen environment by following natural language instruction.
Self-monitoring navigation agent via auxiliary progress estimation
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, and Caiming Xiong. 2019a · 1901
Earlier work this paper cites.
Learning to navigate unseen environments: Back translation with environmental dropout
Hao Tan, Licheng Yu, and Mohit Bansal. 2019 · 1904
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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, and Jason Baldridge. 2019 · 1905
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General evaluation for instruction conditioned navigation using dynamic time warping
Gabriel Ilharco, Vihan Jain, Alexander Ku, Eugene Ie, and Jason Baldridge. 2019 · 1907
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Lxmert: Learning cross-modality encoder representations from transformers
Hao Hao Tan and Mohit Bansal. 2019 · 1908
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Asynchronous methods for deep reinforcement learning
Volodymyr Mnih, Adria Puigdomenech Badia, Mehdi Mirza, Alex Graves, Timothy Lillicrap, Tim Harley, David Silver, and Koray Kavukcuoglu. 2016 · 1937
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Sub-instruction aware vision-and-language navigation
Yicong Hong, Cristian Rodriguez-Opazo, Qi Wu, and Stephen Gould. 2020b · 2004
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Room-across-room: Multilingual vision-and-language navigation with dense spatiotemporal grounding
Alexander Ku, Peter Anderson, Roma Patel, Eugene Ie, and Jason Baldridge. 2020 · 2010
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Decoupled weight decay regularization
Ilya Loshchilov and Frank Hutter. 2017 · 2017
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Bert: Pre-training of deep bidirectional transformers for language understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2018 · 2018
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Speaker-follower models for vision-and-language navigation
Daniel Fried, Ronghang Hu, Volkan Cirik, Anna Rohrbach, Jacob Andreas, Louis-Philippe Morency, Taylor Berg-Kirkpatrick, Kate Saenko, Dan Klein, and Trevor Darrell. 2018 · 2018
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Unsupervised feature learning via non-parametric instance discrimination
Zhirong Wu, Yuanjun Xiong, Stella X Yu, and Dahua Lin. 2018 · 2018
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Vision-language navigation with self-supervised auxiliary reasoning tasks
Fengda Zhu, Yi Zhu, Xiaojun Chang, and Xiaodan Liang. 2020 · 2018
Earlier work this paper cites.
Vilbert: Pretraining task-agnostic visiolinguistic representations for vision-and-language tasks
Jiasen Lu, Dhruv Batra, Devi Parikh, and Stefan Lee. 2019 · 2019
Cited alongside, same era.
Reinforced cross-modal matching and self-supervised imitation learning for vision-language navigation
Xin Wang, Qiuyuan Huang, Asli Celikyilmaz, Jianfeng Gao, Dinghan Shen, Yuan-Fang Wang, William Yang Wang, and Lei Zhang. 2019 · 2019
Cited alongside, same era.
Towards learning a generic agent for vision-and-language navigation via pre-training
Weituo Hao, Chunyuan Li, Xiujun Li, Lawrence Carin, and Jianfeng Gao. 2020 · 2020
Cited alongside, same era.
Oscar: Object-semantics aligned pre-training for vision-language tasks
Xiujun Li, Xi Yin, Chunyuan Li, Pengchuan Zhang, Xiaowei Hu, Lei Zhang, Lijuan Wang, Houdong Hu, Li Dong, Furu Wei, et al. 2020 · 2020
Cited alongside, same era.
Object-and-action aware model for visual language navigation
Yuankai Qi, Zizheng Pan, Shengping Zhang, Anton van den Hengel, and Qi Wu. 2020 · 2020
Cited alongside, same era.
Structured scene memory for vision-language navigation
Hanqing Wang, Wenguan Wang, Wei Liang, Caiming Xiong, and Jianbing Shen. 2021 · 2021
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Taco: Token-aware cascade contrastive learning for video-text alignment
Jianwei Yang, Yonatan Bisk, and Jianfeng Gao. 2021 · 2021
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Filip: fine-grained interactive language-image pre-training
Lewei Yao, Runhui Huang, Lu Hou, Guansong Lu, Minzhe Niu, Hang Xu, Xiaodan Liang, Zhenguo Li, Xin Jiang, and Chunjing Xu. 2021 · 2021
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Curriculum learning for vision-and-language navigation
Jiwen Zhang, Zhongyu Wei, Jianqing Fan, and Jiajie Peng. 2021 · 2021
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Think global, act local: Dual-scale graph transformer for vision-and-language navigation
Shizhe Chen, Pierre-Louis Guhur, Makarand Tapaswi, Cordelia Schmid, and Ivan Laptev. 2022 · 2022
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Vision-and-dialog navigation
Jesse Thomason, Michael Murray, Maya Cakmak, and Luke Zettlemoyer. 2020 · 2020
Cited alongside, same era.
Environment-agnostic multitask learning for natural language grounded navigation
Xin Eric Wang, Vihan Jain, Eugene Ie, William Yang Wang, Zornitsa Kozareva, and Sujith Ravi. 2020 · 2020
Cited alongside, same era.
History aware multimodal transformer for vision-and-language navigation
Shizhe Chen, Pierre-Louis Guhur, Cordelia Schmid, and Ivan Laptev. 2021 · 2021
Cited alongside, same era.
An image is worth 16x16 words: Transformers for image recognition at scale
Alexey Dosovitskiy, Lucas Beyer, Alexander Kolesnikov, Dirk Weissenborn, Xiaohua Zhai, Thomas Unterthiner, Mostafa Dehghani, Matthias Minderer, Georg Heigold, Sylvain Gelly, Jakob Uszkoreit, and Neil Houlsby. 2021 · 2021
Cited alongside, same era.
Vln bert: A recurrent vision-and-language bert for navigation
Yicong Hong, Qi Wu, Yuankai Qi, Cristian Rodriguez-Opazo, and Stephen Gould. 2021 · 2021
Cited alongside, same era.
Align before fuse: Vision and language representation learning with momentum distillation
Junnan Li, Ramprasaath Selvaraju, Akhilesh Gotmare, Shafiq Joty, Caiming Xiong, and Steven Chu Hong Hoi. 2021 · 2021
Cited alongside, same era.
Learning transferable visual models from natural language supervision
Alec Radford, Jong Wook Kim, Chris Hallacy, Aditya Ramesh, Gabriel Goh, Sandhini Agarwal, Girish Sastry, Amanda Askell, Pamela Mishkin, Jack Clark, et al. 2021 · 2021
Cited alongside, same era.
Learning disentanglement with decoupled labels for vision-language navigation
Wenhao Cheng, Xingping Dong, Salman Khan, and Jianbing Shen. 2022 · 2022
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Vision-and-language navigation: A survey of tasks, methods, and future directions
Jing Gu, Eliana Stefani, Qi Wu, Jesse Thomason, and Xin Eric Wang. 2022 · 2022
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Contrastive instruction-trajectory learning for vision-language navigation
Xiwen Liang, Fengda Zhu, Yi Zhu, Bingqian Lin, Bing Wang, and Xiaodan Liang. 2022 · 2022
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Multimodal transformer with variable-length memory for vision-and-language navigation
Chuang Lin, Yi Jiang, Jianfei Cai, Lizhen Qu, Gholamreza Haffari, and Zehuan Yuan. 2022 · 2022
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X-clip: End-to-end multi-grained contrastive learning for video-text retrieval
Yiwei Ma, Guohai Xu, Xiaoshuai Sun, Ming Yan, Ji Zhang, and Rongrong Ji. 2022 · 2022
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Lovis: Learning orientation and visual signals for vision and language navigation
Yue Zhang and Parisa Kordjamshidi. 2022 · 2022
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On uni-modal feature learning in supervised multi-modal learning
Chenzhuang Du, Jiaye Teng, Tingle Li, Yichen Liu, Tianyuan Yuan, Yue Wang, Yang Yuan, and Hang Zhao. 2023 · 2023
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Behavioral analysis of vision-and-language navigation agents
Zijiao Yang, Arjun Majumdar, and Stefan Lee. 2023 · 2023
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