Guilin Liu Research Scientist at NVIDIA Santa Clara, CA Email: firstname+l at company.com Google Scholar GitHub LinkedIn Twitter |
Publications (Please refer to Google Scholar for the latest ones):
EAGLE: Exploring The Design Space for Multimodal LLMs with Mixture of Encoders Min Shi, Fuxiao Liu, Shihao Wang, Shijia Liao, Subhashree Radhakrishnan, De-An Huang, Hongxu Yin, Karan Sapra, Yaser Yacoob, Humphrey Shi, Bryan Catanzaro, Andrew Tao, Jan Kautz, Zhiding Yu, Guilin Liu arxiv Paper Code |
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DiffiT: Diffusion Vision Transformers for Image Generation Ali Hatamizadeh, Jiaming Song, Guilin Liu, Jan Kautz, Arash Vahdat ECCV 2024 Paper . |
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PYOCO: Preserve Your Own Correlation: A Noise Prior for Video Diffusion Models Songwei Ge, Seungjun Nah, Guilin Liu, Tyler Poon, Andrew Tao, Bryan Catanzaro, David Jacobs, Jia-Bin Huang, Ming-Yu Liu, Yogesh Balaji ICCV 2023 Paper Project Page. |
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Partial Convolution for Padding, Inpainting, and Image Synthesis Guilin Liu*, Aysegul Dundar*, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Xiaodong Yang, Andrew Tao, Bryan Catanzaro (*equal contribution) T-PAMI 2022 Paper |
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Coupled Segmentation and Edge Learning via Dynamic Graph Propagation Zhiding Yu, Rui Huang, Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas Breuel, Anima Anandkumar, Jan Kautz NeurIPS 2021 Paper |
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Dual Contrastive Loss and Attention for GANs Ning Yu, Guilin Liu, Aysegul Dundar, Andrew Tao, Bryan Catanzaro, Larry Davis, and Mario Fritz ICCV 2021 Paper |
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Discobox: Weakly supervised instance segmentation and semantic correspondence from box supervision Shiyi Lan, Zhiding Yu, Christopher Choy, Subhashree Radhakrishnan, Guilin Liu, Yuke Zhu, Larry S Davis, Anima Anandkumar ICCV 2021 Paper Code |
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View Generalization for Single Image Textured 3D Models Anand Bhattad, Aysegul Dundar, Guilin Liu, Andrew Tao, Bryan Catanzaro CVPR 2021 Paper Web-page |
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Neural FFTs for Universal Texture Image Synthesis Morteza Mardani*, Guilin Liu*, Aysegul Dundar, Shiqiu Liu, Andrew Tao, Bryan Catanzaro (*equal contribution) NeurIPS 2020 Paper |
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Transposer: Universal Texture Synthesis Using Feature Maps as Transposed Convolution Filter Guilin Liu, Rohan Taori, Ting-Chun Wang, Zhiding Yu, Shiqiu Liu, Fitsum A. Reda, Karan Sapra, Andrew Tao, Bryan Catanzaro arxiv preprint Paper 1 min video 6 min video |
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Panoptic-based Image Synthesis Aysegul Dundar, Karan Sapra, Guilin Liu, Andrew Tao, Bryan Catanzaro CVPR 2020 Paper |
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Partial Convolution based Padding Guilin Liu, Kevin J. Shih, Ting-Chun Wang, Fitsum A. Reda, Karan Sapra, Zhiding Yu, Xiaodong Yang, Andrew Tao, Bryan Catanzaro arXiv preprint Paper Code |
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Few-Shot Video-to-Video Synthesis Ting-Chun Wang, Ming-Yu Liu, Andrew Tao, Guilin Liu, Jan Kautz, Bryan Catanzaro NeurIPS 2019 Project Paper Github Youtube |
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Unsupervised Video Interpolation Using Cycle Consistency Fitsum A Reda, Deqing Sun, Aysegul Dundar, Mohammad Shoeybi, Guilin Liu, Kevin J Shih, Andrew Tao, Jan Kautz, Bryan Catanzaro ICCV 2019 Paper |
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Neural Inverse Rendering of an Indoor Scene from a Single Image Soumyadip Sengupta, Jinwei Gu, Kihwan Kim, Guilin Liu, David Jacobs, Jan Kautz ICCV 2019 Paper |
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Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu, Fitsum A. Reda, Kevin J. Shih, Ting-Chun Wang, Andrew Tao, Bryan Catanzaro ECCV 2018 Paper Project Video Fortune Forbes GTC Keynote Live Demo with NVIDIA CEO Jensen Huang |
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Video-to-Video Synthesis Ting-Chun Wang, Ming-Yu Liu, Jun-Yan Zhu, Guilin Liu, Andrew Tao, Jan Kautz, Bryan Catanzaro NeurIPS 2018 Paper Project Video Arxiv Code |
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SDC-Net: Video prediction using spatially-displaced convolution Fitsum A. Reda, Guilin Liu, Kevin J. Shih, Robert Kirby, Jon Barker, David Tarjan, Andrew Tao, Bryan Catanzaro ECCV 2018 Paper |
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Material Editing Using a Physically Based Rendering Network Guilin Liu, Duygu Ceylan, Ersin Yumer, Jimei Yang, Jyh-Ming Lien ICCV 2017 Paper Project Data |
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Symmetry-aware Depth Estimation using Deep Neural Networks Guilin Liu, Chao Yang, Zimo Li, Duygu Ceylan, Qixing Huang arxiv 2016 Arxiv |
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Nearly Convex Segmentation of Polyhedra Through Convex Ridge Separation Guilin Liu, Zhonghua Xi, Jyh-Ming Lien SPM 2016, also in Journal of Computer-Aided Design Paper Project Video |
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Continuous Visibility Feature Guilin Liu, Zhonghua Xi, Jyh-Ming Lien CVPR 2015 Paper Project Code |
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Fast Medial Axis Approximation via Max-Margin Pushing Guilin Liu, Jyh-Ming Lien IROS 2015 Paper Project Video |
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Dual-Space Decomposition of 2D Complex Shapes Guilin Liu, Zhonghua Xi, Jyh-Ming Lien CVPR 2014 Paper Project Code |