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A General Purpose Neural Architecture for Geospatial Systems


Nov 04, 2022
Nasim Rahaman, Martin Weiss, Frederik Träuble, Francesco Locatello, Alexandre Lacoste, Yoshua Bengio, Chris Pal, Li Erran Li, Bernhard Schölkopf

* Presented at AI + HADR Workshop at NeurIPS 2022 

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Neural Attentive Circuits


Oct 19, 2022
Nasim Rahaman, Martin Weiss, Francesco Locatello, Chris Pal, Yoshua Bengio, Bernhard Schölkopf, Li Erran Li, Nicolas Ballas

* To appear at NeurIPS 2022 

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Value Memory Graph: A Graph-Structured World Model for Offline Reinforcement Learning


Jun 09, 2022
Deyao Zhu, Li Erran Li, Mohamed Elhoseiny


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Can Transformers be Strong Treatment Effect Estimators?


Feb 14, 2022
Yi-Fan Zhang, Hanlin Zhang, Zachary C. Lipton, Li Erran Li, Eric P. Xing

* Technical Report. The first two authors contributed equally to this work 

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A Causal Lens for Controllable Text Generation


Jan 22, 2022
Zhiting Hu, Li Erran Li

* NeurIPS 2021 

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Vision Transformer with Deformable Attention


Jan 03, 2022
Zhuofan Xia, Xuran Pan, Shiji Song, Li Erran Li, Gao Huang

* 12 pages, 5 figures 

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Safety-aware Motion Prediction with Unseen Vehicles for Autonomous Driving


Sep 03, 2021
Xuanchi Ren, Tao Yang, Li Erran Li, Alexandre Alahi, Qifeng Chen

* Accepted to ICCV 2021 

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Correcting Automated and Manual Speech Transcription Errors using Warped Language Models


Mar 26, 2021
Mahdi Namazifar, John Malik, Li Erran Li, Gokhan Tur, Dilek Hakkani Tür

* Submitted to INTERSPEECH 

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Disentangled Recurrent Wasserstein Autoencoder


Jan 19, 2021
Jun Han, Martin Renqiang Min, Ligong Han, Li Erran Li, Xuan Zhang

* ICLR 2021 

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