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TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration

2 March 2022

Kailun Yang

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Papers citing "TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration"

24 / 24 papers shown

Title
Enhancing Cross-Dataset Performance of Distracted Driving Detection With Score Softmax Classifier And Dynamic Gaussian Smoothing Supervision Cong Duan Zixuan Liu Jiahao Xia Minghai Zhang Jiacai Liao Libo Cao 77 3 0 08 Oct 2023
Efficient Video Transformers with Spatial-Temporal Token Selection Junke Wang Xitong Yang Hengduo Li Li Liu Zuxuan Wu Yu-Gang Jiang ViT 63 67 0 23 Nov 2021
MM-ViT: Multi-Modal Video Transformer for Compressed Video Action Recognition Jiawei Chen C. Ho ViT 90 78 0 20 Aug 2021
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance Jiaming Zhang Kailun Yang Angela Constantinescu Kunyu Peng Karin Muller Rainer Stiefelhagen ViT 68 69 0 20 Aug 2021
Token Shift Transformer for Video Classification Hao Zhang Y. Hao Chong-Wah Ngo ViT 78 119 0 05 Aug 2021
Video Swin Transformer Ze Liu Jia Ning Yue Cao Yixuan Wei Zheng Zhang Stephen Lin Han Hu ViT 113 1,489 0 24 Jun 2021
EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network Jian Cui Zirui Lan O. Sourina W. Müller-Wittig 43 104 0 30 May 2021
Twins: Revisiting the Design of Spatial Attention in Vision Transformers Xiangxiang Chu Zhi Tian Yuqing Wang Bo Zhang Haibing Ren Xiaolin K. Wei Huaxia Xia Chunhua Shen ViT 84 1,027 0 28 Apr 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
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 467 21,603 0 25 Mar 2021
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton Ardhendu Behera Yonghuai Liu Nikolaos Bessis 57 35 0 17 Jan 2021
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 283 330 0 16 Jan 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition Xiangyu Li Yonghong Hou Pichao Wang Zhimin Gao Mingliang Xu Wanqing Li ViT 215 87 0 05 Jan 2021
Spatial Temporal Transformer Network for Skeleton-based Action Recognition Chiara Plizzari Marco Cannici Matteo Matteucci ViT 53 200 0 11 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 676 41,483 0 22 Oct 2020
Forced Spatial Attention for Driver Foot Activity Classification Akshay Rangesh Mohan M. Trivedi 61 8 0 27 Jul 2019
Looking at the Driver/Rider in Autonomous Vehicles to Predict Take-Over Readiness Nachiket Deo Mohan M. Trivedi 46 69 0 14 Nov 2018
Identifying Driver Behaviors using Trajectory Features for Vehicle Navigation E. Cheung Aniket Bera Emily Kubin Kurt Gray Tianyi Zhou 38 42 0 02 Mar 2018
Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan Yuanjun Xiong Dahua Lin GNN 244 4,180 0 23 Jan 2018
Learning Spatio-Temporal Representation with Pseudo-3D Residual Networks Zhaofan Qiu Ting Yao Tao Mei 99 1,663 0 28 Nov 2017
Non-local Neural Networks Xinyu Wang Ross B. Girshick Abhinav Gupta Kaiming He OffRL 300 8,918 0 21 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 798 132,454 0 12 Jun 2017
Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset João Carreira Andrew Zisserman 240 8,041 0 22 May 2017
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015