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Tianlong Chen

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DANCE: DAta-Network Co-optimization for Efficient Segmentation Model Training and Inference

Jul 16, 2021
Chaojian Li, Wuyang Chen, Yuchen Gu, Tianlong Chen, Yonggan Fu, Zhangyang Wang, Yingyan Lin

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Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot?

Jul 01, 2021
Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang

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FreeTickets: Accurate, Robust and Efficient Deep Ensemble by Training with Dynamic Sparsity

Jun 28, 2021
Shiwei Liu, Tianlong Chen, Zahra Atashgahi, Xiaohan Chen, Ghada Sokar, Elena Mocanu, Mykola Pechenizkiy, Zhangyang Wang, Decebal Constantin Mocanu

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Graph Contrastive Learning Automated

Jun 28, 2021
Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang

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Scalable Perception-Action-Communication Loops with Convolutional and Graph Neural Networks

Jun 24, 2021
Ting-Kuei Hu, Fernando Gama, Tianlong Chen, Wenqing Zheng, Zhangyang Wang, Alejandro Ribeiro, Brian M. Sadler

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Sparse Training via Boosting Pruning Plasticity with Neuroregeneration

Jun 19, 2021
Shiwei Liu, Tianlong Chen, Xiaohan Chen, Zahra Atashgahi, Lu Yin, Huanyu Kou, Li Shen, Mykola Pechenizkiy, Zhangyang Wang, Decebal Constantin Mocanu

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Sparse and Imperceptible Adversarial Attack via a Homotopy Algorithm

Jun 10, 2021
Mingkang Zhu, Tianlong Chen, Zhangyang Wang

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Chasing Sparsity in Vision Transformers: An End-to-End Exploration

Jun 09, 2021
Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

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Chasing Sparsity in Vision Transformers:An End-to-End Exploration

Jun 08, 2021
Tianlong Chen, Yu Cheng, Zhe Gan, Lu Yuan, Lei Zhang, Zhangyang Wang

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