Pse: mixed quantization framework of neural networks for efficient deployment

EACP: An effective automatic channel pruning for neural networks

(2023) Yajun Liu et al.   NEUROCOMPUTING

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

(2023) Jun Chen et al.   PATTERN RECOGNITION

Cross-Resolution Distillation for Efficient 3D Medical Image Registration

(2022) Bo Hu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

RB-Net: Training Highly Accurate and Efficient Binary Neural Networks With Reshaped Point-Wise Convolution and Balanced Activation

(2022) Chunlei Liu et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Codebook-softened product quantization for high accuracy approximate nearest neighbor search

(2022) Jingya Fan et al.   NEUROCOMPUTING

Channel pruning based on convolutional neural network sensitivity

(2022) Chenbin Yang et al.   NEUROCOMPUTING

A compression pipeline for one-stage object detection model

(2021) Zhishan Li et al.   Journal of Real-Time Image Processing

Pruning and quantization for deep neural network acceleration: A survey

(2021) Tailin Liang et al.   NEUROCOMPUTING

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

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

Efficient Neural Image Decoding via Fixed-Point Inference

(2020) Weixin Hong et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Layer-Specific Optimization for Mixed Data Flow With Mixed Precision in FPGA Design for CNN-Based Object Detectors

(2020) Duy Thanh Nguyen et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Hexagon DSP: An Architecture Optimized for Mobile Multimedia and Communications

(2014) Lucian Codrescu et al.   IEEE MICRO

Product Quantization for Nearest Neighbor Search

(2010) H Jégou et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE