BriefGPT.xyz
Feb, 2023
重新审视多模式行人检测中的模态不平衡
Revisiting Modality Imbalance In Multimodal Pedestrian Detection
HTML
PDF
Arindam Das, Sudip Das, Ganesh Sistu, Jonathan Horgan, Ujjwal Bhattacharya...
TL;DR
本文介绍一种解决多模态学习中偏向某一模态的训练分布不平衡问题的新方法,使用正则化训练多模态架构使特征提取器在训练期间被同等看待以提取多模态分布,结果表明该方法在 KAIST 和 UTokyo 数据集上显着提高了最先进的性能。
Abstract
multimodal learning
, particularly for
pedestrian detection
, has recently received emphasis due to its capability to function equally well in several critical
→