Mingfu Liang

Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise

Senwei Liang, Zhongzhan Huang, Mingfu Liang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 53 citations · Full text

Convolutional Neural Network, Multiple Instance Learning, Engineering +20

DIANet: Dense-and-Implicit Attention Network

Zhongzhan Huang, Senwei Liang, Mingfu Liang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 40 citations · Full text

Structured Prediction, Convolutional Neural Network, Dense-and-implicit Attention Network +17

CAP: Context-Aware Pruning for Semantic Segmentation

Wei He, Meiqing Wu, Mingfu Liang et al. · 2021 · 40 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Understanding Self-attention Mechanism via Dynamical System Perspective

Zhongzhan Huang, Mingfu Liang, Jinghui Qin et al. · 2023 · 31 citations

Artificial Intelligence, Engineering, Machine Learning +22

AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving

Mingfu Liang, Jong-Chyi Su, Samuel Schulter et al. · 2024 · 17 citations