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Scaling Multimodal Pre-Training via Cross-Modality Gradient Harmonization


Nov 03, 2022
Junru Wu, Yi Liang, Feng Han, Hassan Akbari, Zhangyang Wang, Cong Yu

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* Accepted at NeurIPS 2022 

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Grasping the Arrow of Time from the Singularity: Decoding Micromotion in Low-dimensional Latent Spaces from StyleGAN


Apr 27, 2022
Qiucheng Wu, Yifan Jiang, Junru Wu, Kai Wang, Gong Zhang, Humphrey Shi, Zhangyang Wang, Shiyu Chang

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* 13 pages, 8 figures 

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Auto-X3D: Ultra-Efficient Video Understanding via Finer-Grained Neural Architecture Search


Dec 09, 2021
Yifan Jiang, Xinyu Gong, Junru Wu, Humphrey Shi, Zhicheng Yan, Zhangyang Wang

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* Accepted by WACV'2022 

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Weak NAS Predictors Are All You Need


Feb 21, 2021
Junru Wu, Xiyang Dai, Dongdong Chen, Yinpeng Chen, Mengchen Liu, Ye Yu, Zhangyang Wang, Zicheng Liu, Mei Chen, Lu Yuan

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Uncertainty-Aware Physically-Guided Proxy Tasks for Unseen Domain Face Anti-spoofing


Nov 28, 2020
Junru Wu, Xiang Yu, Buyu Liu, Zhangyang Wang, Manmohan Chandraker

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DAVID: Dual-Attentional Video Deblurring


Dec 07, 2019
Junru Wu, Xiang Yu, Ding Liu, Manmohan Chandraker, Zhangyang Wang

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* Accepted in WACV 2020 

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DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better


Aug 10, 2019
Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

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* Accepted in ICCV 2019 

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Segmentation-Aware Image Denoising without Knowing True Segmentation


May 22, 2019
Sicheng Wang, Bihan Wen, Junru Wu, Dacheng Tao, Zhangyang Wang

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Bridging the Gap Between Computational Photography and Visual Recognition


Jan 28, 2019
Rosaura G. VidalMata, Sreya Banerjee, Brandon RichardWebster, Michael Albright, Pedro Davalos, Scott McCloskey, Ben Miller, Asong Tambo, Sushobhan Ghosh, Sudarshan Nagesh, Ye Yuan, Yueyu Hu, Junru Wu, Wenhan Yang, Xiaoshuai Zhang, Jiaying Liu, Zhangyang Wang, Hwann-Tzong Chen, Tzu-Wei Huang, Wen-Chi Chin, Yi-Chun Li, Mahmoud Lababidi, Charles Otto, Walter J. Scheirer

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* CVPR Prize Challenge: www.ug2challenge.org 

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Deep $k$-Means: Re-Training and Parameter Sharing with Harder Cluster Assignments for Compressing Deep Convolutions


Jun 24, 2018
Junru Wu, Yue Wang, Zhenyu Wu, Zhangyang Wang, Ashok Veeraraghavan, Yingyan Lin

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* Accepted by ICML 2018 

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