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Learning Customized Visual Models with Retrieval-Augmented Knowledge


Jan 17, 2023
Haotian Liu, Kilho Son, Jianwei Yang, Ce Liu, Jianfeng Gao, Yong Jae Lee, Chunyuan Li

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GLIGEN: Open-Set Grounded Text-to-Image Generation


Jan 17, 2023
Yuheng Li, Haotian Liu, Qingyang Wu, Fangzhou Mu, Jianwei Yang, Jianfeng Gao, Chunyuan Li, Yong Jae Lee

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ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models


Apr 20, 2022
Chunyuan Li, Haotian Liu, Liunian Harold Li, Pengchuan Zhang, Jyoti Aneja, Jianwei Yang, Ping Jin, Yong Jae Lee, Houdong Hu, Zicheng Liu, Jianfeng Gao

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* Preprint. The first two authors contribute equally 

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End-to-End Instance Edge Detection


Apr 06, 2022
Xueyan Zou, Haotian Liu, Yong Jae Lee

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One-Step Two-Critic Deep Reinforcement Learning for Inverter-based Volt-Var Control in Active Distribution Networks


Mar 30, 2022
Qiong Liu, Ye Guo, Lirong Deng, Haotian Liu, Dongyu Li, Hongbin Sun, Wenqi Huang

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Masked Discrimination for Self-Supervised Learning on Point Clouds


Mar 21, 2022
Haotian Liu, Mu Cai, Yong Jae Lee

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M2MRF: Many-to-Many Reassembly of Features for Tiny Lesion Segmentation in Fundus Images


Oct 30, 2021
Qing Liu, Haotian Liu, Yixiong Liang

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Bi-level Off-policy Reinforcement Learning for Volt/VAR Control Involving Continuous and Discrete Devices


Apr 13, 2021
Haotian Liu, Wenchuan Wu

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* 10 pages, 8 figures 

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YolactEdge: Real-time Instance Segmentation on the Edge (Jetson AGX Xavier: 30 FPS, RTX 2080 Ti: 170 FPS)


Dec 22, 2020
Haotian Liu, Rafael A. Rivera Soto, Fanyi Xiao, Yong Jae Lee

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* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Dual-Branch Network with Dual-Sampling Modulated Dice Loss for Hard Exudate Segmentation from Colour Fundus Images


Dec 03, 2020
Qing Liu, Haotian Liu, Yixiong Liang

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