Runpei Dong
Runpei Dong
Home
News
Publications
Contact
Light
Dark
1
Finding the Task-Optimal Low-Bit Sub-Distribution in Deep Neural Networks
Quantized neural networks typically require smaller memory footprints and lower computation complexity, which is crucial for efficient deployment. However, quantization inevitably leads to a distribution divergence from the original network, which …
Multi-Glimpse Network: A Robust and Efficient Classification Architecture based on Recurrent Downsampled Attention
Published as a conference paper at BMVC 2021.
NN-Baton: DNN Workload Orchestration and Chiplet Granularity Exploration for Multichip Accelerators
Published as a conference paper at ISCA 2021.
Cite
×