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Tianlong Chen

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More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 using Sparsity

Jul 07, 2022
Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Mykola Pechenizkiy, Decebal Mocanu, Zhangyang Wang

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Aug-NeRF: Training Stronger Neural Radiance Fields with Triple-Level Physically-Grounded Augmentations

Jul 04, 2022
Tianlong Chen, Peihao Wang, Zhiwen Fan, Zhangyang Wang

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Training Your Sparse Neural Network Better with Any Mask

Jun 28, 2022
Ajay Jaiswal, Haoyu Ma, Tianlong Chen, Ying Ding, Zhangyang Wang

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Queried Unlabeled Data Improves and Robustifies Class-Incremental Learning

Jun 17, 2022
Tianlong Chen, Sijia Liu, Shiyu Chang, Lisa Amini, Zhangyang Wang

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Can pruning improve certified robustness of neural networks?

Jun 17, 2022
Zhangheng Li, Tianlong Chen, Linyi Li, Bo Li, Zhangyang Wang

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Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness

Jun 15, 2022
Tianlong Chen, Huan Zhang, Zhenyu Zhang, Shiyu Chang, Sijia Liu, Pin-Yu Chen, Zhangyang Wang

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Data-Efficient Double-Win Lottery Tickets from Robust Pre-training

Jun 09, 2022
Tianlong Chen, Zhenyu Zhang, Sijia Liu, Yang Zhang, Shiyu Chang, Zhangyang Wang

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Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free

May 24, 2022
Tianlong Chen, Zhenyu Zhang, Yihua Zhang, Shiyu Chang, Sijia Liu, Zhangyang Wang

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APP: Anytime Progressive Pruning

Apr 04, 2022
Diganta Misra, Bharat Runwal, Tianlong Chen, Zhangyang Wang, Irina Rish

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Symbolic Learning to Optimize: Towards Interpretability and Scalability

Apr 02, 2022
Wenqing Zheng, Tianlong Chen, Ting-Kuei Hu, Zhangyang Wang

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