Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving

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Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving

28 October 2024

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Papers citing "Efficient Mixture-of-Expert for Video-based Driver State and Physiological Multi-task Estimation in Conditional Autonomous Driving"

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Title
PhysMLE: Generalizable and Priors-Inclusive Multi-task Remote Physiological Measurement Jiyao Wang Hao Lu Ange Wang Xiao Yang Ying-Cong Chen Dengbo He Kaishun Wu 82 4 0 10 May 2024
Vision-Language Models can Identify Distracted Driver Behavior from Naturalistic Videos Md Zahid Hasan Jiajing Chen Jiyang Wang Mohammed Shaiqur Rahman Ameya Joshi Senem Velipasalar Chinmay Hegde Anuj Sharma Soumik Sarkar VLM 114 20 0 16 Jun 2023
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements Girish Narayanswamy Yujia Liu Yuzhe Yang Chengqian Ma Xin Liu Daniel J. McDuff Shwetak N. Patel 107 16 0 21 Mar 2023
PhysFormer++: Facial Video-based Physiological Measurement with SlowFast Temporal Difference Transformer Zitong Yu Yuming Shen Jingang Shi Hengshuang Zhao Yawen Cui Jiehua Zhang Philip Torr Guoying Zhao ViT MedIm 78 83 0 07 Feb 2023
The First Vision For Vitals (V4V) Challenge for Non-Contact Video-Based Physiological Estimation Ambareesh Revanur Zhihua Li U. Ciftci L. Yin László A. Jeni 106 38 0 22 Sep 2021
Scaling Vision with Sparse Mixture of Experts C. Riquelme J. Puigcerver Basil Mustafa Maxim Neumann Rodolphe Jenatton André Susano Pinto Daniel Keysers N. Houlsby MoE 129 610 0 10 Jun 2021
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network Jian Cui Zirui Lan O. Sourina W. Müller-Wittig 45 104 0 30 May 2021
ViViT: A Video Vision Transformer Anurag Arnab Mostafa Dehghani G. Heigold Chen Sun Mario Lucic Cordelia Schmid ViT 225 2,168 0 29 Mar 2021
DMD: A Large-Scale Multi-Modal Driver Monitoring Dataset for Attention and Alertness Analysis J. Ortega Neslihan Köse P. Cañas Min-An Chao A. Unnervik Marcos Nieto Oihana Otaegui L. Salgado 71 92 0 27 Aug 2020
Multi-Task Temporal Shift Attention Networks for On-Device Contactless Vitals Measurement Xin Liu Josh Fromm Shwetak N. Patel Daniel J. McDuff 64 268 0 06 Jun 2020
RhythmNet: End-to-end Heart Rate Estimation from Face via Spatial-temporal Representation Xuesong Niu Shiguang Shan Hu Han Xilin Chen 3DH CVBM 80 295 0 25 Oct 2019
A Realistic Dataset and Baseline Temporal Model for Early Drowsiness Detection Reza Ghoddoosian Marnim Galib V. Athitsos 32 110 0 15 Apr 2019
Generalized Cross Entropy Loss for Training Deep Neural Networks with Noisy Labels Zhilu Zhang M. Sabuncu NoLa 85 2,615 0 20 May 2018
Can Spatiotemporal 3D CNNs Retrace the History of 2D CNNs and ImageNet? Kensho Hara Hirokatsu Kataoka Y. Satoh 3DPC 133 1,935 0 27 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 803 132,454 0 12 Jun 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 253 2,692 0 23 Jan 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015