Mingfu Liang
Publications by Year
Research Areas
Domain Adaptation and Few-Shot Learning, Advanced Neural Network Applications, Neural Networks and Applications, Advanced Image and Video Retrieval Techniques, Multimodal Machine Learning Applications
Most-Cited Works
- → Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise(2020)53 cited
- → CAP: Context-Aware Pruning for Semantic Segmentation(2021)40 cited
- → DIANet: Dense-and-Implicit Attention Network(2020)40 cited
- → Understanding Self-attention Mechanism via Dynamical System Perspective(2023)32 cited
- → AIDE: An Automatic Data Engine for Object Detection in Autonomous Driving(2024)20 cited
- → Blending Pruning Criteria for Convolutional Neural Networks(2021)10 cited
- → Balancing Between Forgetting and Acquisition in Incremental Subpopulation Learning(2022)10 cited
- → Oligomerized liprin-α promotes phase separation of ELKS for compartmentalization of presynaptic active zone proteins(2021)9 cited
- → The Lottery Ticket Hypothesis for Self-attention in Convolutional Neural Network(2022)8 cited
- → Evidential Active Recognition: Intelligent and Prudent Open-World Embodied Perception(2024)8 cited