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Improving Multimodal Interactive Agents with Reinforcement Learning from Human Feedback


Nov 21, 2022
Josh Abramson, Arun Ahuja, Federico Carnevale, Petko Georgiev, Alex Goldin, Alden Hung, Jessica Landon, Jirka Lhotka, Timothy Lillicrap, Alistair Muldal, George Powell, Adam Santoro, Guy Scully, Sanjana Srivastava, Tamara von Glehn, Greg Wayne, Nathaniel Wong, Chen Yan, Rui Zhu

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Understanding Impacts of Task Similarity on Backdoor Attack and Detection


Oct 12, 2022
Di Tang, Rui Zhu, XiaoFeng Wang, Haixu Tang, Yi Chen

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Towards General-Purpose Representation Learning of Polygonal Geometries


Sep 29, 2022
Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao

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* 58 pages, 20 figures, Accepted to GeoInformatica 

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PhotoScene: Photorealistic Material and Lighting Transfer for Indoor Scenes


Jul 02, 2022
Yu-Ying Yeh, Zhengqin Li, Yannick Hold-Geoffroy, Rui Zhu, Zexiang Xu, Miloš Hašan, Kalyan Sunkavalli, Manmohan Chandraker

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* Accepted to CVPR 2022; Code is available at https://github.com/ViLab-UCSD/photoscene 

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IRISformer: Dense Vision Transformers for Single-Image Inverse Rendering in Indoor Scenes


Jun 16, 2022
Rui Zhu, Zhengqin Li, Janarbek Matai, Fatih Porikli, Manmohan Chandraker

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* CVPR 22 camera ready version with supplementary 

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Physically-Based Editing of Indoor Scene Lighting from a Single Image


May 19, 2022
Zhengqin Li, Jia Shi, Sai Bi, Rui Zhu, Kalyan Sunkavalli, Miloš Hašan, Zexiang Xu, Ravi Ramamoorthi, Manmohan Chandraker

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Creating Multimodal Interactive Agents with Imitation and Self-Supervised Learning


Dec 07, 2021
DeepMind Interactive Agents Team, Josh Abramson, Arun Ahuja, Arthur Brussee, Federico Carnevale, Mary Cassin, Felix Fischer, Petko Georgiev, Alex Goldin, Tim Harley, Felix Hill, Peter C Humphreys, Alden Hung, Jessica Landon, Timothy Lillicrap, Hamza Merzic, Alistair Muldal, Adam Santoro, Guy Scully, Tamara von Glehn, Greg Wayne, Nathaniel Wong, Chen Yan, Rui Zhu

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Narrative Cartography with Knowledge Graphs


Dec 02, 2021
Gengchen Mai, Weiming Huang, Ling Cai, Rui Zhu, Ni Lao

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* 33 pages, 5 figures, Accepted to Journal of Geovisualization and Spatial Analysis 

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Time in a Box: Advancing Knowledge Graph Completion with Temporal Scopes


Nov 12, 2021
Ling Cai, Krzysztof Janowic, Bo Yan, Rui Zhu, Gengchen Mai

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A Review of Location Encoding for GeoAI: Methods and Applications


Nov 07, 2021
Gengchen Mai, Krzysztof Janowicz, Yingjie Hu, Song Gao, Bo Yan, Rui Zhu, Ling Cai, Ni Lao

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* International Journal of Geographical Information Science, 2021 
* 32 Pages, 5 Figures, Accepted to International Journal of Geographical Information Science, 2021 

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