Accurate Inference With Inaccurate RRAM Devices: A Joint Algorithm-Design Solution von Charan, Gouranga, Mohanty, Abinash, Du, Xiaocong, Krishnan, Gokul, Joshi, Rajiv V., Cao, Yu

Volltext

Process Scalability of Pulse-Based Circuits for Analog Image Convolution von D'Angelo, Robert, Xiaocong Du, Salthouse, Christopher D., Hollosi, Brent, Freifeld, Geremy, Uy, Wes, Haiyao Huang, Nhut Tran, Chery, Armand, Jae-Sun Seo, Yu Cao, Poppe, Dorothy C., Sonkusale, Sameer R.

Volltext

DRAGON: Harnessing the power of DNA repair for accelerating genome evolution in Corynebacterium glutamicum von Ju, Yun, Zhang, Hongyu, Du, Xiaocong, Wei, Jingxuan, Liu, Jun, Wei, Liang, Liu, Qingdai, Xu, Ning

Volltext

Efficient Network Construction Through Structural Plasticity von Du, Xiaocong, Li, Zheng, Ma, Yufei, Cao, Yu

Volltext

Exploring Model Stability of Deep Neural Networks for Reliable RRAM-Based In-Memory Acceleration von Krishnan, Gokul, Yang, Li, Sun, Jingbo, Hazra, Jubin, Du, Xiaocong, Liehr, Maximilian, Li, Zheng, Beckmann, Karsten, Joshi, Rajiv V., Cady, Nathaniel C., Fan, Deliang, Cao, Yu

Volltext

For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name-Gender Prediction von Du, Xiaocong, Zhang, Haipeng

Volltext bestellen

Efficient continual learning at the edge with progressive segmented training von Du, Xiaocong, Venkataramanaiah, Shreyas Kolala, Li, Zheng, Suh, Han-Sok, Yin, Shihui, Krishnan, Gokul, Liu, Frank, Seo, Jae-sun, Cao, Yu

Volltext

Data Technology Analysis System Promotes the Development of Rural E-commerce and Logistics Industry von Du, Xiaocong

Volltext

For the Misgendered Chinese in Gender Bias Research: Multi-Task Learning with Knowledge Distillation for Pinyin Name-Gender Prediction von Du, Xiaocong, Zhang, Haipeng

Volltext

Structural Pruning in Deep Neural Networks: A Small-World Approach von Krishnan, Gokul, Du, Xiaocong, Cao, Yu

Volltext bestellen

CGaP: Continuous Growth and Pruning for Efficient Deep Learning von Du, Xiaocong, Li, Zheng, Cao, Yu

Volltext bestellen

Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems von Ye, Mao, Jiang, Ruichen, Wang, Haoxiang, Choudhary, Dhruv, Du, Xiaocong, Bhushanam, Bhargav, Mokhtari, Aryan, Kejariwal, Arun, Liu, Qiang

Volltext bestellen

Single-Net Continual Learning with Progressive Segmented Training (PST) von Du, Xiaocong, Charan, Gouranga, Liu, Frank, Cao, Yu

Volltext bestellen

Efficient Network Construction through Structural Plasticity von Du, Xiaocong, Li, Zheng, Ma, Yufei, Cao, Yu

Volltext bestellen

Alternate Model Growth and Pruning for Efficient Training of Recommendation Systems von Du, Xiaocong, Bhushanam, Bhargav, Yu, Jiecao, Choudhary, Dhruv, Gao, Tianxiang, Wong, Sherman, Feng, Louis, Park, Jongsoo, Cao, Yu, Kejariwal, Arun

Volltext bestellen

Towards Efficient Neural Networks On-a-chip: Joint Hardware-Algorithm Approaches von Du, Xiaocong, Krishnan, Gokul, Mohanty, Abinash, Li, Zheng, Charan, Gouranga, Cao, Yu

Volltext bestellen

Structural Pruning in Deep Neural Networks: A Small-World Approach von Krishnan, Gokul, Du, Xiaocong, Cao, Yu

Volltext

CGaP: Continuous Growth and Pruning for Efficient Deep Learning von Du, Xiaocong, Li, Zheng, Cao, Yu

Volltext

Future Gradient Descent for Adapting the Temporal Shifting Data Distribution in Online Recommendation Systems von Mao Ye, Jiang, Ruichen, Wang, Haoxiang, Choudhary, Dhruv, Du, Xiaocong, Bhushanam, Bhargav, Mokhtari, Aryan, Kejariwal, Arun, Liu, Qiang

Volltext

Single-Net Continual Learning with Progressive Segmented Training (PST) von Du, Xiaocong, Charan, Gouranga, Liu, Frank, Cao, Yu

Volltext