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OmniNeRF: Hybriding Omnidirectional Distance and Radiance fields for Neural Surface Reconstruction


Sep 27, 2022
Jiaming Shen, Bolin Song, Zirui Wu, Yi Xu

* Accepted by CMSDA 2022 

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INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion


Sep 22, 2022
Yi Xu, Luoyi Fu, Zhouhan Lin, Jiexing Qi, Xinbing Wang


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MonoIndoor++:Towards Better Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments


Jul 18, 2022
Runze Li, Pan Ji, Yi Xu, Bir Bhanu

* Journal version of "MonoIndoor: Towards Good Practice of Self-Supervised Monocular Depth Estimation for Indoor Environments"(ICCV-2021). arXiv admin note: substantial text overlap with arXiv:2107.12429 

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SepLUT: Separable Image-adaptive Lookup Tables for Real-time Image Enhancement


Jul 18, 2022
Canqian Yang, Meiguang Jin, Yi Xu, Rui Zhang, Ying Chen, Huaida Liu

* Accepted by ECCV 2022 

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Efficient and effective training of language and graph neural network models


Jun 22, 2022
Vassilis N. Ioannidis, Xiang Song, Da Zheng, Houyu Zhang, Jun Ma, Yi Xu, Belinda Zeng, Trishul Chilimbi, George Karypis


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Semantics-Depth-Symbiosis: Deeply Coupled Semi-Supervised Learning of Semantics and Depth


Jun 21, 2022
Nitin Bansal, Pan Ji, Junsong Yuan, Yi Xu


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DynaMaR: Dynamic Prompt with Mask Token Representation


Jun 07, 2022
Xiaodi Sun, Sunny Rajagopalan, Priyanka Nigam, Weiyi Lu, Yi Xu, Belinda Zeng, Trishul Chilimbi


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RIAV-MVS: Recurrent-Indexing an Asymmetric Volume for Multi-View Stereo


May 28, 2022
Changjiang Cai, Pan Ji, Yi Xu


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HIRL: A General Framework for Hierarchical Image Representation Learning


May 26, 2022
Minghao Xu, Yuanfan Guo, Xuanyu Zhu, Jiawen Li, Zhenbang Sun, Jian Tang, Yi Xu, Bingbing Ni

* Research project paper. arXiv v1: all source code and model weights released 

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An Empirical Study on Distribution Shift Robustness From the Perspective of Pre-Training and Data Augmentation


May 25, 2022
Ziquan Liu, Yi Xu, Yuanhong Xu, Qi Qian, Hao Li, Rong Jin, Xiangyang Ji, Antoni B. Chan


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