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Improving Compositional Generalization with Latent Structure and Data Augmentation

Dec 14, 2021
Linlu Qiu, Peter Shaw, Panupong Pasupat, Paweł Krzysztof Nowak, Tal Linzen, Fei Sha, Kristina Toutanova

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Visually Grounded Concept Composition

Sep 29, 2021
Bowen Zhang, Hexiang Hu, Linlu Qiu, Peter Shaw, Fei Sha

* Findings of EMNLP 2021 

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Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?

Sep 25, 2021
Linlu Qiu, Hexiang Hu, Bowen Zhang, Peter Shaw, Fei Sha

* EMNLP 2021 

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Quasi-Dense Instance Similarity Learning

Jun 11, 2020
Jiangmiao Pang, Linlu Qiu, Haofeng Chen, Qi Li, Trevor Darrell, Fisher Yu

* SOTAs on multiple object tracking and one-shot object detection 

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