Andreas Festag

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All published works

Action	Title	Year	Authors
+ PDF Chat	Multi-Channel Operation for the Release 2 of ETSI Cooperative Intelligent Transport Systems	2024	Alessandro Bazzi Miguel Sepulcre Quentin Delooz Andreas Festag Jonas Vogt Horst Wieker Friedbert Berens Paul Spaanderman
+ PDF Chat	Collaborative Semantic Occupancy Prediction with Hybrid Feature Fusion in Connected Automated Vehicles	2024	Rui Song Chenwei Liang Hu Cao Zhiran Yan Walter Zimmer Markus Groß Andreas Festag Alois Knoll
+ PDF Chat	FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems	2023	Rui Song Runsheng Xu Andreas Festag Jiaqi Ma Alois Knoll
+ PDF Chat	Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments	2023	Rui Song Dai Liu Dave Zhenyu Chen Andreas Festag Carsten Trinitis Martin Schulz Alois Knoll
+	FedBEVT: Federated Learning Bird's Eye View Perception Transformer in Road Traffic Systems	2023	Rui Song Runsheng Xu Andreas Festag Jiaqi Ma Alois Knoll
+	V2X-Boosted Federated Learning for Cooperative Intelligent Transportation Systems with Contextual Client Selection	2023	Rui Song Lingjuan Lyu Wei Jiang Andreas Festag Alois Knoll
+	Multi-Channel Operation for the Release 2 of ETSI Cooperative Intelligent Transport Systems	2023	Alessandro Bazzi Miguel Sepulcre Quentin Delooz Andreas Festag Jonas Vogt Horst Wieker Friedbert Berens Paul Spaanderman
+ PDF Chat	Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS	2022	Rui Song Liguo Zhou Venkatnarayanan Lakshminarasimhan Andreas Festag Alois Knoll
+ PDF Chat	Edge-Aided Sensor Data Sharing in Vehicular Communication Networks	2022	Rui Song Anupama Hegde Numan Senel Alois Knoll Andreas Festag
+	Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS	2022	Rui Song Liguo Zhou Venkatnarayanan Lakshminarasimhan Andreas Festag Alois Knoll
+	Federated Learning via Decentralized Dataset Distillation in Resource-Constrained Edge Environments	2022	Rui Song Dai Liu Dave Zhenyu Chen Andreas Festag Carsten Trinitis Martin Schulz Alois Knoll
+	Edge-Aided Sensor Data Sharing in Vehicular Communication Networks	2022	Rui Song Anupama Hegde Numan Senel Alois Knoll Andreas Festag
+	ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals	2022	Rui Song Liguo Zhou Lingjuan Lyu Andreas Festag Alois Knoll
+ PDF Chat	Artery-C	2020	Anupama Hegde Andreas Festag

Common Coauthors

Coauthor	Papers Together
Alois Knoll	11
Rui Song	11
Liguo Zhou	3
Dai Liu	2
Venkatnarayanan Lakshminarasimhan	2
Miguel Sepulcre	2
Horst Wieker	2
Dave Zhenyu Chen	2
Martin Schulz	2
Jonas Vogt	2
Lingjuan Lyu	2
Numan Senel	2
Quentin Delooz	2
Carsten Trinitis	2
Jiaqi Ma	2
Paul Spaanderman	2
Friedbert Berens	2
Alessandro Bazzi	2
Runsheng Xu	2
Anupama Hegde	2
Zhiran Yan	1
Anupama Hegde	1
Hu Cao	1
Walter Zimmer	1
Markus Groß	1
Chenwei Liang	1
Wei Jiang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	OPV2V: An Open Benchmark Dataset and Fusion Pipeline for Perception with Vehicle-to-Vehicle Communication	2022	Runsheng Xu Hao Xiang Xin Xia Xu Han Jinlong Li Jiaqi Ma	4
+ PDF Chat	Federated Learning Framework Coping with Hierarchical Heterogeneity in Cooperative ITS	2022	Rui Song Liguo Zhou Venkatnarayanan Lakshminarasimhan Andreas Festag Alois Knoll	3
+ PDF Chat	V2V4Real: A Real-World Large-Scale Dataset for Vehicle-to-Vehicle Cooperative Perception	2023	Runsheng Xu Xin Xia Jinlong Li Hanzhao Li Shuo Zhang Zhengzhong Tu Zonglin Meng Hao Xiang Xiaoyu Dong Rui Song	3
+ PDF Chat	Personalized Cross-Silo Federated Learning on Non-IID Data	2021	Yutao Huang Lingyang Chu Zirui Zhou Lanjun Wang Jiangchuan Liu Jian Pei Yong Zhang	3
+ PDF Chat	OpenCDA: An Open Cooperative Driving Automation Framework Integrated with Co-Simulation	2021	Runsheng Xu Yi Guo Xu Han Xin Xia Hao Xiang Jiaqi Ma	3
+	CARLA: An Open Urban Driving Simulator	2017	Alexey Dosovitskiy Germán Ros Felipe Codevilla Antonio M. López Vladlen Koltun	2
+	Federated Optimization in Heterogeneous Networks	2018	Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith	2
+	Federated User Representation Learning	2019	Duc Viet Bui Kshitiz Malik Jack Goetz Honglei Liu Seungwhan Moon Anuj Kumar Kang G. Shin	2
+ PDF Chat	Federated Learning in Vehicular Networks	2022	Ahmet M. Elbir Burak Soner Sinem Coleri Deniz Gündüz Mehdi Bennis	2
+	ResFed: Communication Efficient Federated Learning by Transmitting Deep Compressed Residuals	2022	Rui Song Liguo Zhou Lingjuan Lyu Andreas Festag Alois Knoll	2
+	BEVDet: High-performance Multi-camera 3D Object Detection in Bird-Eye-View	2021	Junjie Huang Guan Huang Zheng Zhu Yun Ye Dalong Du	2
+	Rethinking Architecture Design for Tackling Data Heterogeneity in Federated Learning	2022	Liangqiong Qu Yuyin Zhou Paul Pu Liang Yingda Xia Feifei Wang Ehsan Adeli Li Fei-Fei Daniel L. Rubin	2
+	BEVerse: Unified Perception and Prediction in Birds-Eye-View for Vision-Centric Autonomous Driving	2022	Yunpeng Zhang Zheng Zhu Wenzhao Zheng Junjie Huang Guan Huang Jie Zhou Jiwen Lu	2
+ PDF Chat	V2X-ViT: Vehicle-to-Everything Cooperative Perception with Vision Transformer	2022	Runsheng Xu Hao Xiang Zhengzhong Tu Xin Xia Ming–Hsuan Yang Jiaqi Ma	2
+ PDF Chat	Cross-view Transformers for real-time Map-view Semantic Segmentation	2022	Brady Zhou Philipp Krähenbühl	2
+	Deep Gradient Compression: Reducing the Communication Bandwidth for Distributed Training	2017	Yujun Lin Song Han Huizi Mao Yu Wang William J. Dally	2
+ PDF Chat	FedDrive: Generalizing Federated Learning to Semantic Segmentation in Autonomous Driving	2022	Lidia Fantauzzo Eros Fanì Debora Caldarola Antonio Tavera Fabio Cermelli Marco Ciccone Barbara Caputo	2
+ PDF Chat	Efficient Federated Learning With Spike Neural Networks for Traffic Sign Recognition	2022	Kan Xie Zhe Zhang Bo Li Jiawen Kang Dusit Niyato Shengli Xie Yi Wu	2
+	Federated Learning with Personalization Layers	2019	Manoj Ghuhan Arivazhagan Vinay K. Aggarwal Aaditya Kumar Singh Sunav Choudhary	2
+ PDF Chat	nuScenes: A Multimodal Dataset for Autonomous Driving	2020	Holger Caesar Varun Bankiti Alex Lang Sourabh Vora Venice Erin Liong Qiang Xu Anush Krishnan Yu Pan Giancarlo Baldan Oscar Beijbom	2
+ PDF Chat	The OpenCDA Open-Source Ecosystem for Cooperative Driving Automation Research	2023	Runsheng Xu Hao Xiang Xu Han Xin Xia Zonglin Meng Chia-Ju Chen Camila Correa-Jullian Jiaqi Ma	2
+ PDF Chat	Real-time End-to-End Federated Learning: An Automotive Case Study	2021	Hongyi Zhang Jan Bosch Helena Holmström Olsson	2
+ PDF Chat	FedTP: Federated Learning by Transformer Personalization	2023	Hongxia Li Zhongyi Cai Jingya Wang Jiangnan Tang Weiping Ding Chin‐Teng Lin Ye Shi	2
+ PDF Chat	BEVFusion: Multi-Task Multi-Sensor Fusion with Unified Bird's-Eye View Representation	2023	Zhijian Liu Haotian Tang Alexander Amini Xinyu Yang Huizi Mao Daniela Rus Song Han	2
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	2
+ PDF Chat	A Systematic Survey of Control Techniques and Applications in Connected and Automated Vehicles	2023	Wei Liu Min Hua Zhiyun Deng Zonglin Meng Yanjun Huang Chuan Hu Shunhui Song Letian Gao Changsheng Liu Bin Shuai	2
+	Personalized Federated Learning: A Unified Framework and Universal Optimization Techniques	2021	Filip Hanzely Boxin Zhao Mladen Kolar	2
+ PDF Chat	Deep Federated Learning for Autonomous Driving	2022	Anh Nguyen Tuong Do Minh Quan Tran Binh X. Nguyen Chien Duong Tu Anh Phan Erman Tjiputra Quang D. Tran	2
+	FedGH: Heterogeneous Federated Learning with Generalized Global Header	2023	Liping Yi Gang Wang Xiaoguang Liu Zhuan Shi Han Yu	2
+ PDF Chat	Street-View Image Generation From a Bird's-Eye View Layout	2024	Alexander Swerdlow Runsheng Xu Bolei Zhou	2
+	LEAF: A Benchmark for Federated Settings	2018	Sebastian Caldas Sai Meher Karthik Duddu Peter Wu Tian Li Jakub Konečný H. Brendan McMahan Virginia Smith Ameet Talwalkar	2
+	Vision-Centric BEV Perception: A Survey	2022	Yuexin Ma Tai Wang Xuyang Bai Huitong Yang Yuenan Hou Yaming Wang Yu Qiao Ruigang Yang Dinesh Manocha Xinge Zhu	2
+ PDF Chat	Blockchain-Based Federated Learning for Device Failure Detection in Industrial IoT	2020	Weishan Zhang Qinghua Lu Qiuyu Yu Zhaotong Li Yue Liu Sin Kit Lo Shiping Chen Xiwei Xu Liming Zhu	2
+ PDF Chat	FIERY: Future Instance Prediction in Bird’s-Eye View from Surround Monocular Cameras	2021	Anthony Hu Zak Murez Nikhil Mohan Sofía Dudas Jeffrey Hawke Vijay Badrinarayanan Roberto Cipolla Alex Kendall	2
+ PDF Chat	3D Human Pose Regression Using Graph Convolutional Network	2021	Soubarna Banik Alejandro Mendoza García Alois Knoll	1
+ PDF Chat	Soft-Label Dataset Distillation and Text Dataset Distillation	2021	Ilia Sucholutsky Matthias Schonlau	1
+ PDF Chat	Distributed Dynamic Map Fusion via Federated Learning for Intelligent Networked Vehicles	2021	Zijian Zhang Shuai Wang Yuncong Hong Liangkai Zhou Qi Hao	1
+	Parameterized Knowledge Transfer for Personalized Federated Learning	2021	Jie Zhang Song Guo Xiaosong Ma Haozhao Wang Wenchao Xu Feijie Wu	1
+ PDF Chat	Dataset Distillation by Matching Training Trajectories	2022	George Cazenavette Tongzhou Wang Antonio Torralba Alexei A. Efros Jun-Yan Zhu	1
+	Federated Learning with Partial Model Personalization	2022	Krishna Pillutla Kshitiz Malik Abdelrahman Mohamed Michael Rabbat Maziar Sanjabi Lin Xiao	1
+ PDF Chat	PETR: Position Embedding Transformation for Multi-view 3D Object Detection	2022	Yingfei Liu Tiancai Wang Xiangyu Zhang Jian Sun	1
+	PETRv2: A Unified Framework for 3D Perception from Multi-Camera Images	2022	Yingfei Liu Junjie Yan Fan Jia Shuailin Li Qi Gao Tiancai Wang Xiangyu Zhang Jian Sun	1
+ PDF Chat	Edge-Aided Sensor Data Sharing in Vehicular Communication Networks	2022	Rui Song Anupama Hegde Numan Senel Alois Knoll Andreas Festag	1
+	CoBEVT: Cooperative Bird's Eye View Semantic Segmentation with Sparse Transformers	2022	Runsheng Xu Zhengzhong Tu Xiang Hao Wei Shao Bolei Zhou Jiaqi Ma	1
+ PDF Chat	A9-Dataset: Multi-Sensor Infrastructure-Based Dataset for Mobility Research	2022	Christian Creß Walter Zimmer Leah Strand Maximilian Fortkord Siyi Dai Venkatnarayanan Lakshminarasimhan Alois Knoll	1
+	Federated Learning in Vehicular Networks	2020	Ahmet M. Elbir Burak Soner Sinem Coleri Deniz Gündüz Mehdi Bennis	1
+ PDF Chat	Federated Learning on Non-IID Data Silos: An Experimental Study	2022	Qinbin Li Yiqun Diao Quan Chen Bingsheng He	1
+	FetchSGD: Communication-Efficient Federated Learning with Sketching	2020	Daniel Rothchild Ashwinee Panda Enayat Ullah Nikita Ivkin Ion Stoica Vladimir Braverman Joseph E. Gonzalez Raman Arora	1
+	Think Locally, Act Globally: Federated Learning with Local and Global Representations	2020	Paul Pu Liang Terrance Liu Ziyin Liu Nicholas B. Allen Randy P. Auerbach David A. Brent Ruslan Salakhutdinov Louis‐Philippe Morency	1
+	Intelligent Transportation Systems Using External Infrastructure: A Literature Survey	2021	Christian Creß Zhenshan Bing Alois Knoll	1