Data-free quantization via mixed-precision compensation without fine-tuning

Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup

(2023) Guodong Xu et al.   PATTERN RECOGNITION

Bayesian asymmetric quantized neural networks

(2023) Jen-Tzung Chien et al.   PATTERN RECOGNITION

Ambiguity-aware robust teacher (ART): Enhanced self-knowledge distillation framework with pruned teacher network

(2023) Yucheol Cho et al.   PATTERN RECOGNITION

Sensitivity pruner: Filter-Level compression algorithm for deep neural networks

(2023) Suhan Guo et al.   PATTERN RECOGNITION

Mixed-precision quantized neural networks with progressively decreasing bitwidth

(2020) Tianshu Chu et al.   PATTERN RECOGNITION

A Learning Framework for n-Bit Quantized Neural Networks Toward FPGAs

(2020) Jun Chen et al.   IEEE Transactions on Neural Networks and Learning Systems