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Optimizing Anchor-based Detectors for Autonomous Driving Scenes


Aug 11, 2022
Xianzhi Du, Wei-Chih Hung, Tsung-Yi Lin


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Vision Transformer for NeRF-Based View Synthesis from a Single Input Image


Jul 12, 2022
Kai-En Lin, Lin Yen-Chen, Wei-Sheng Lai, Tsung-Yi Lin, Yi-Chang Shih, Ravi Ramamoorthi

* Project website: https://cseweb.ucsd.edu/~viscomp/projects/VisionNeRF/ 

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A Unified Sequence Interface for Vision Tasks


Jun 15, 2022
Ting Chen, Saurabh Saxena, Lala Li, Tsung-Yi Lin, David J. Fleet, Geoffrey Hinton

* The first three authors contributed equally 

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NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields


Mar 03, 2022
Lin Yen-Chen, Pete Florence, Jonathan T. Barron, Tsung-Yi Lin, Alberto Rodriguez, Phillip Isola

* ICRA 2022, Website: https://yenchenlin.me/nerf-supervision/ 

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Open-Vocabulary Image Segmentation


Dec 22, 2021
Golnaz Ghiasi, Xiuye Gu, Yin Cui, Tsung-Yi Lin


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A Simple Single-Scale Vision Transformer for Object Localization and Instance Segmentation


Dec 17, 2021
Wuyang Chen, Xianzhi Du, Fan Yang, Lucas Beyer, Xiaohua Zhai, Tsung-Yi Lin, Huizhong Chen, Jing Li, Xiaodan Song, Zhangyang Wang, Denny Zhou


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Multi-Task Self-Training for Learning General Representations


Aug 25, 2021
Golnaz Ghiasi, Barret Zoph, Ekin D. Cubuk, Quoc V. Le, Tsung-Yi Lin

* ICCV 2021 

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Patch2CAD: Patchwise Embedding Learning for In-the-Wild Shape Retrieval from a Single Image


Aug 20, 2021
Weicheng Kuo, Anelia Angelova, Tsung-Yi Lin, Angela Dai

* To appear at ICCV 2021(IEEE/CVF International Conference on Computer Vision) 

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Learning Open-World Object Proposals without Learning to Classify


Aug 15, 2021
Dahun Kim, Tsung-Yi Lin, Anelia Angelova, In So Kweon, Weicheng Kuo


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Learning to See before Learning to Act: Visual Pre-training for Manipulation


Jul 01, 2021
Lin Yen-Chen, Andy Zeng, Shuran Song, Phillip Isola, Tsung-Yi Lin

* Accepted to ICRA 2020. Porject page: http://yenchenlin.me/vision2action/ 

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