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

2 March 2022

Kailun Yang

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

21 / 21 papers shown

Title
Exploring Video-Based Driver Activity Recognition under Noisy Labels Linjuan Fan Di Wen Kunyu Peng Kailun Yang J. Zhang ... Yufan Chen Junwei Zheng Jiamin Wu Xudong Han Rainer Stiefelhagen NoLa 47 0 0 16 Apr 2025
Order Matters: On Parameter-Efficient Image-to-Video Probing for Recognizing Nearly Symmetric Actions Thinesh Thiyakesan Ponbagavathi Alina Roitberg 29 0 0 31 Mar 2025
Spatial-Temporal Perception with Causal Inference for Naturalistic Driving Action Recognition Qing Chang Wei Dai Zhihao Shuai Limin Yu Yutao Yue CML 50 0 0 06 Mar 2025
Cross-Camera Distracted Driver Classification through Feature Disentanglement and Contrastive Learning Simone Bianco Luigi Celona Paolo Napoletano 57 0 0 20 Nov 2024
MultiFuser: Multimodal Fusion Transformer for Enhanced Driver Action Recognition Ruoyu Wang Wenqian Wang Jianjun Gao Dan Lin Kim-Hui Yap Bingbing Li 20 0 0 03 Aug 2024
Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models Thinesh Thiyakesan Ponbagavathi Kunyu Peng Alina Roitberg 30 0 0 22 Jul 2024
Pose-guided multi-task video transformer for driver action recognition Ricardo Pizarro Roberto Valle L. Bergasa J. M. Buenaposada Luis Baumela ViT 21 0 0 18 Jul 2024
CM2-Net: Continual Cross-Modal Mapping Network for Driver Action Recognition Ruoyu Wang Chen Cai Wenqian Wang Jianjun Gao Dan Lin Wenyang Liu Kim-Hui Yap 16 2 0 17 Jun 2024
Driver Activity Classification Using Generalizable Representations from Vision-Language Models Ross Greer M. V. Andersen Andreas Møgelmose Mohan M. Trivedi 19 0 0 23 Apr 2024
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments Calvin Tanama Kunyu Peng Zdravko Marinov Rainer Stiefelhagen Alina Roitberg 10 1 0 10 Nov 2023
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 19 3 0 08 Oct 2023
On Transferability of Driver Observation Models from Simulated to Real Environments in Autonomous Cars Walter Morales-Alvarez N. Certad Alina Roitberg Rainer Stiefelhagen Cristina Olaverri-Monreal 17 2 0 31 Jul 2023
Exploring Few-Shot Adaptation for Activity Recognition on Diverse Domains Kunyu Peng Di Wen David Schneider Jiaming Zhang Kailun Yang M. Sarfraz Rainer Stiefelhagen Alina Roitberg 14 2 0 15 May 2023
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation Haowen Shi Yu Li Kailun Yang Jiaming Zhang Kunyu Peng Alina Roitberg Yaozu Ye Huajian Ni Kaiwei Wang Rainer Stiefelhagen EgoV 11 11 0 24 Mar 2023
Efficiency 360: Efficient Vision Transformers Badri N. Patro Vijay Srinivas Agneeswaran 6 6 0 16 Feb 2023
ViT-DD: Multi-Task Vision Transformer for Semi-Supervised Driver Distraction Detection Yunsheng Ma Ziran Wang ViT 25 12 0 19 Sep 2022
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers Chang Chen Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen ViT 6 8 0 13 Jul 2022
Delving Deep into One-Shot Skeleton-based Action Recognition with Diverse Occlusions Kunyu Peng Alina Roitberg Kailun Yang Jiaming Zhang Rainer Stiefelhagen ViT 16 27 0 23 Feb 2022
Coarse Temporal Attention Network (CTA-Net) for Driver's Activity Recognition Zachary Wharton Ardhendu Behera Yonghuai Liu Nikolaos Bessis 34 35 0 17 Jan 2021
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 193 316 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 168 88 0 05 Jan 2021