1 citations · 1 across the 4 of their papers we have counts for
4 papers
Gradient-Guided Knowledge Distillation for Object Detectors
Qizhen Lan, Qing Tian
Deep learning models have demonstrated remarkable success in object detection, yet their complexity and computational intensity pose a barrier to deploying them in real-world appli…
Visual Saliency-Guided Channel Pruning for Deep Visual Detectors in Autonomous Driving
Jung Im Choi, Qing Tian
Deep neural network (DNN) pruning has become a de facto component for deploying on resource-constrained devices since it can reduce memory requirements and computation costs during…
Joint Gender Classification and Age Estimation by Nearly Orthogonalizing Their Semantic Spaces
Qing Tian, Songcan Chen
In human face-based biometrics, gender classification and age estimation are two typical learning tasks. Although a variety of approaches have been proposed to handle them, just a…
A Unified Gender-Aware Age Estimation
Qing Tian, Songcan Chen, Xiaoyang Tan
Human age estimation has attracted increasing researches due to its wide applicability in such as security monitoring and advertisement recommendation. Although a variety of method…