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01/23/2023
Enabling Hard Constraints in Differentiable Neural Network and Accelerator Co-Exploration
Co-exploration of an optimal neural architecture and its hardware accele...
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10/31/2022
Tech Report: One-stage Lightweight Object Detectors
This work is for designing one-stage lightweight detectors which perform...
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03/31/2022
It's All In the Teacher: Zero-Shot Quantization Brought Closer to the Teacher
Model quantization is considered as a promising method to greatly reduce...
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11/04/2021
Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples
Model quantization is known as a promising method to compress deep neura...
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09/14/2020
