Papers citing 'BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning'

Title
Cross-domain Federated Object DetectionIEEE International Conference on Multimedia and Expo (ICME), 2022 Shangchao Su Bin Li Chengzhi Zhang Min Yang Xiangyang Xue FedML 190 11 0 30 Jun 2022
Turbo: Opportunistic Enhancement for Edge Video AnalyticsACM International Conference on Embedded Networked Sensor Systems (SenSys), 2022 Yan Lu Shiqi Jiang Ting Cao Yuanchao Shu 152 33 0 29 Jun 2022
Distributed Edge-based Video Analytics on the Move Jayden King Young Choon Lee 103 2 0 29 Jun 2022
Formalizing and Evaluating Requirements of Perception Systems for Automated Vehicles using Spatio-Temporal Perception Logic Mohammad Hekmatnejad Bardh Hoxha Jyotirmoy V. Deshmukh Yezhou Yang Georgios Fainekos 214 10 0 29 Jun 2022
Reconstruct from BEV: A 3D Lane Detection Approach based on Geometry Structure Prior Chenguang Li Jia Shi Ya Wang Guangliang Cheng 119 3 0 21 Jun 2022
C-SENN: Contrastive Self-Explaining Neural Network Yoshihide Sawada Keigo Nakamura SSL 169 10 0 20 Jun 2022
Video Shadow Detection via Spatio-Temporal Interpolation Consistency TrainingComputer Vision and Pattern Recognition (CVPR), 2022 Xiao Lu Yihong Cao Sheng Liu Chengjiang Long Zipei Chen Xuanyu Zhou Yimin Yang Chunxia Xiao 152 23 0 17 Jun 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2022 Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari Feng Yu TTA 282 210 0 16 Jun 2022
Adversarial Patch Attacks and Defences in Vision-Based Tasks: A Survey Abhijith Sharma Yijun Bian Phil Munz Apurva Narayan VLM AAML 230 28 0 16 Jun 2022
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather ConditionsNeural Information Processing Systems (NeurIPS), 2022 Dong-Hee Paek Seung-Hyun Kong Kevin Tirta Wijaya 514 160 0 16 Jun 2022
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World DomainsNeural Information Processing Systems (NeurIPS), 2022 Julian Gebele Bonifaz Stuhr Johann Haselberger 292 13 0 16 Jun 2022
Waymo Open Dataset: Panoramic Video Panoptic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Jieru Mei A. Z. Zhu Xinchen Yan Han Yan Siyuan Qiao Yukun Zhu Liang-Chieh Chen Henrik Kretzschmar Dragomir Anguelov 179 73 0 15 Jun 2022
FisheyeEX: Polar Outpainting for Extending the FoV of Fisheye Lens K. Liao Chunyu Lin Yunchao Wei Yao Zhao 82 4 0 12 Jun 2022
Challenges and Opportunities in Offline Reinforcement Learning from Visual Observations Cong Lu Philip J. Ball Tim G. J. Rudner Jack Parker-Holder Michael A. Osborne Yee Whye Teh OffRL 346 61 0 09 Jun 2022
Simple Cues Lead to a Strong Multi-Object TrackerComputer Vision and Pattern Recognition (CVPR), 2022 Jenny Seidenschwarz Guillem Brasó Victor Castro Serrano Ismail Elezi Laura Leal-Taixé VOT 384 81 0 09 Jun 2022
The Missing Link: Finding label relations across datasetsEuropean Conference on Computer Vision (ECCV), 2022 J. Uijlings Thomas Mensink V. Ferrari VLM 187 10 0 09 Jun 2022
Cross-domain Detection Transformer based on Spatial-aware and Semantic-aware Token AlignmentIEEE transactions on multimedia (IEEE TMM), 2022 Jinhong Deng Xiaoyue Zhang Wen Li Lixin Duan 186 16 0 01 Jun 2022
Labeling Where Adapting Fails: Cross-Domain Semantic Segmentation with Point Supervision via Active Selection Fei Pan François Rameau Junsik Kim In So Kweon 153 2 0 01 Jun 2022
Co-Training for Unsupervised Domain Adaptation of Semantic Segmentation ModelsItalian National Conference on Sensors (INS), 2022 J. L. Gómez Gabriel Villalonga Antonio M. López 224 16 0 31 May 2022
Decomposing NeRF for Editing via Feature Field DistillationNeural Information Processing Systems (NeurIPS), 2022 Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 756 405 0 31 May 2022
Self-Supervised Visual Representation Learning with Semantic GroupingNeural Information Processing Systems (NeurIPS), 2022 Xin Wen Bingchen Zhao Anlin Zheng Xinming Zhang Xiaojuan Qi SSL 363 82 0 30 May 2022
Few-Shot Adaptation of Pre-Trained Networks for Domain ShiftInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Wenyu Zhang Li Shen Wanyue Zhang Chuan-Sheng Foo TTA 278 23 0 30 May 2022
Perceiving the Invisible: Proposal-Free Amodal Panoptic SegmentationIEEE Robotics and Automation Letters (RA-L), 2022 Rohit Mohan Abhinav Valada 159 21 0 29 May 2022
Improving Road Segmentation in Challenging Domains Using Similar Place PriorsIEEE Robotics and Automation Letters (RA-L), 2022 Connor Malone Sourav Garg Ming Xu T. Peynot Michael Milford 158 4 0 27 May 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 356 20 0 22 May 2022
Region-Aware Metric Learning for Open World Semantic Segmentation via Meta-Channel AggregationInternational Joint Conference on Artificial Intelligence (IJCAI), 2022 Hexin Dong Zi Chen Mingze Yuan Yutong Xie Jie Zhao Fei Yu Bin Dong Li Zhang 224 11 0 17 May 2022
Multimodal Detection of Unknown Objects on Roads for Autonomous DrivingIEEE International Conference on Systems, Man and Cybernetics (SMC), 2022 Daniel Bogdoll Enrico Eisen Maximilian Nitsche Christin Scheib J. Marius Zöllner 277 15 0 03 May 2022
Cross Domain Object Detection by Target-Perceived Dual Branch DistillationComputer Vision and Pattern Recognition (CVPR), 2022 Meng He Yali Wang Jiaxi Wu Yiru Wang Hanqing Li Yue Liu Weihao Gan Wei Wu Yu Qiao 199 94 0 03 May 2022
Source Domain Subset Sampling for Semi-Supervised Domain Adaptation in Semantic SegmentationSocial Science Research Network (SSRN), 2022 Daehan Kim Min-seok Seo Jinsun Park Dong-Geol Choi TTA 340 4 0 30 Apr 2022
AnimalTrack: A Benchmark for Multi-Animal Tracking in the WildInternational Journal of Computer Vision (IJCV), 2022 Libo Zhang Junyuan Gao Zhen Xiao Heng Fan VOT 316 54 0 30 Apr 2022
Combining Visual Saliency Methods and Sparse Keypoint Annotations to Providently Detect Vehicles at Night Lukas Ewecker Lars Ohnemus Robin Schwager Stefan Roos Tim Brühl S. Saralajew 101 4 0 25 Apr 2022
DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation Oriel Frigo Lucien Martin-Gaffé C. Wacongne 148 24 0 21 Apr 2022
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints Paolo Testolina F. Barbato Umberto Michieli M. Giordani Pietro Zanuttigh Michele Zorzi 150 43 0 20 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic SegmentationIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 128 180 0 19 Apr 2022
Anomaly Detection in Autonomous Driving: A Survey Daniel Bogdoll Maximilian Nitsche J. Marius Zöllner 171 161 0 17 Apr 2022
DAIR-V2X: A Large-Scale Dataset for Vehicle-Infrastructure Cooperative 3D Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 Haibao Yu Yizhen Luo Mao Shu Yiyi Huo Zebang Yang ... Zhenglong Guo Hanyu Li Xing Hu Jirui Yuan Zaiqing Nie 3DPC 205 460 0 12 Apr 2022
Panoptic-PartFormer: Learning a Unified Model for Panoptic Part SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Xiangtai Li Shilin Xu Jianlong Wu Guangliang Cheng Yunhai Tong Dacheng Tao ViT 183 54 0 10 Apr 2022
Rolling Colors: Adversarial Laser Exploits against Traffic Light RecognitionUSENIX Security Symposium (USENIX Security), 2022 Chen Yan Zhijian Xu Zhanyuan Yin Xiaoyu Ji Wei Dong 123 58 0 06 Apr 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yuyang Zhao Zhun Zhong Na Zhao Andrii Zadaianchuk G. Lee 256 140 0 06 Apr 2022
Lightweight HDR Camera ISP for Robust Perception in Dynamic Illumination Conditions via Fourier Adversarial NetworksBritish Machine Vision Conference (BMVC), 2022 P. Shyam S. S. Sengar Kuk-Jin Yoon Kyung-soo Kim 188 10 0 04 Apr 2022
WildNet: Learning Domain Generalized Semantic Segmentation from the WildComputer Vision and Pattern Recognition (CVPR), 2022 Suhyeon Lee Hongje Seong Seongwon Lee Euntai Kim 232 122 0 04 Apr 2022
How stable are Transferability Metrics evaluations?European Conference on Computer Vision (ECCV), 2022 A. Agostinelli Michal Pándy J. Uijlings Thomas Mensink V. Ferrari 337 32 0 04 Apr 2022
In Rain or Shine: Understanding and Overcoming Dataset Bias for Improving Robustness Against Weather Corruptions for Autonomous Vehicles Aboli Rajan Marathe Rahee Walambe K. Kotecha 185 9 0 03 Apr 2022
STCrowd: A Multimodal Dataset for Pedestrian Perception in Crowded ScenesComputer Vision and Pattern Recognition (CVPR), 2022 Peishan Cong Xinge Zhu Feng Qiao Yiming Ren Xidong Peng Yuenan Hou Lan Xu Ruigang Yang Tianyi Zhou Yuexin Ma 3DV 214 52 0 03 Apr 2022
Connect, Not Collapse: Explaining Contrastive Learning for Unsupervised Domain AdaptationInternational Conference on Machine Learning (ICML), 2022 Kendrick Shen Robbie Jones Ananya Kumar Sang Michael Xie Jeff Z. HaoChen Tengyu Ma Abigail Z. Jacobs SSL 225 94 0 01 Apr 2022
Towards Driving-Oriented Metric for Lane Detection ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Takami Sato Qi Alfred Chen 91 15 0 31 Mar 2022
Learning Instance-Specific Adaptation for Cross-Domain SegmentationEuropean Conference on Computer Vision (ECCV), 2022 Yuliang Zou Zizhao Zhang Chun-Liang Li Han Zhang Tomas Pfister Jia-Bin Huang TTA OOD 215 14 0 30 Mar 2022
Instance Relation Graph Guided Source-Free Domain Adaptive Object DetectionComputer Vision and Pattern Recognition (CVPR), 2022 VS Vibashan Poojan Oza Vishal M. Patel 357 94 0 29 Mar 2022
Noisy Boundaries: Lemon or Lemonade for Semi-supervised Instance Segmentation?Computer Vision and Pattern Recognition (CVPR), 2022 Zhenyu Wang Yali Li Shengjin Wang ISeg 127 37 0 25 Mar 2022
Real-time Object Detection for Streaming PerceptionComputer Vision and Pattern Recognition (CVPR), 2022 Jinrong Yang Songtao Liu Zeming Li Xiaoping Li Jian Sun 247 60 0 23 Mar 2022