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The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016

Bernt Schiele

Papers citing "The Cityscapes Dataset for Semantic Urban Scene Understanding"

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Title
Revealing Hidden Context Bias in Segmentation and Object Detection through Concept-specific Explanations Maximilian Dreyer Reduan Achtibat Thomas Wiegand Wojciech Samek Sebastian Lapuschkin 103 21 0 21 Nov 2022
Instance-specific and Model-adaptive Supervision for Semi-supervised Semantic Segmentation Zhen Zhao Sifan Long Jimin Pi Jingdong Wang Luping Zhou 84 34 0 21 Nov 2022
Computational Imaging for Machine Perception: Transferring Semantic Segmentation beyond Aberrations Zhijie Xu Haowen Shi Shaohua Gao Jiaming Zhang Kailun Yang Lei Sun Huajian Ni Kaiwei Wang 94 5 0 21 Nov 2022
HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks Zining Zhang Bingsheng He Zhenjie Zhang 52 5 0 21 Nov 2022
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather Jong-Lyul Jeong Jong-hwan Kim 73 2 0 21 Nov 2022
Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation Xiuding Cai Yaoyao Zhu Dong Miao Linjie Fu Yu Yao 3DV VLM 74 3 0 20 Nov 2022
HALSIE: Hybrid Approach to Learning Segmentation by Simultaneously Exploiting Image and Event Modalities Shristi Das Biswas Adarsh Kosta C. Liyanagedera M. Apolinario Kaushik Roy 104 20 0 19 Nov 2022
Delving into Transformer for Incremental Semantic Segmentation Zekai Xu Mingying Zhang Jiayue Hou Xing Gong Chuan Wen Chengjie Wang Junge Zhang CLL 66 1 0 18 Nov 2022
Improving Pixel-Level Contrastive Learning by Leveraging Exogenous Depth Information Ahmed Ben Saad Kristina Prokopetc J. Kherroubi Axel Davy Adrien Courtois Gabriele Facciolo SSL MDE 120 2 0 18 Nov 2022
Mixture Domain Adaptation to Improve Semantic Segmentation in Real-World Surveillance Sébastien Piérard A. Cioppa Anaïs Halin Renaud Vandeghen Maxime Zanella Benoît Macq Saïd Mahmoudi Marc Van Droogenbroeck 74 7 0 18 Nov 2022
Stereo Image Rain Removal via Dual-View Mutual Attention Yanyan Wei Zhao Zhang Zhong-zhong Zhao Yang Zhao Richang Hong Yi Yang 70 3 0 18 Nov 2022
TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation Zhongying Deng Yanqi Chen Lihao Liu Shujun Wang Rihuan Ke Carola-Bibiane Schonlieb Angelica I Aviles-Rivero 92 3 0 17 Nov 2022
DeepPrivacy2: Towards Realistic Full-Body Anonymization Håkon Hukkelås Frank Lindseth PICV 54 52 0 17 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 94 15 0 17 Nov 2022
ELDA: Using Edges to Have an Edge on Semantic Segmentation Based UDA Tingbo Liao Huang-ru Liao Shan Yang Jiemei Yao Li-Yuan Tsao ... Bo Wun Cheng Chen-Hao Chao Chia-Che Chang Yi-Chen Lo Chun-Yi Lee 72 1 0 16 Nov 2022
Interclass Prototype Relation for Few-Shot Segmentation A. Okazawa SSeg VLM 66 39 0 16 Nov 2022
XRBench: An Extended Reality (XR) Machine Learning Benchmark Suite for the Metaverse Hyoukjun Kwon Krishnakumar Nair Jamin Seo Jason Yik D. Mohapatra ... Ashish Sirasao T. Krishna Harshit Khaitan Vikas Chandra Vijay Janapa Reddi 89 35 0 16 Nov 2022
Camera simulation for robot simulation: how important are various camera model components? A. Elmquist R. Serban Dan Negrut 67 0 0 16 Nov 2022
Forecasting Future Instance Segmentation with Learned Optical Flow and Warping Andrea Ciamarra Federico Becattini Lorenzo Seidenari A. Bimbo 97 5 0 15 Nov 2022
Extreme Generative Image Compression by Learning Text Embedding from Diffusion Models Zhihong Pan Xiaoxia Zhou Hao Tian DiffM 75 23 0 14 Nov 2022
Learning from partially labeled data for multi-organ and tumor segmentation Yutong Xie Jianpeng Zhang Yong-quan Xia Chunhua Shen MedIm ViT 83 20 0 13 Nov 2022
Far Away in the Deep Space: Dense Nearest-Neighbor-Based Out-of-Distribution Detection Silvio Galesso Max Argus Thomas Brox UQCV 96 11 0 12 Nov 2022
Multi-modal Fusion Technology based on Vehicle Information: A Survey Yansong Gong J. Lu Jiayi Wu Wenzhuo Liu 101 29 0 11 Nov 2022
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable Convolutions Wenhai Wang Jifeng Dai Zhe Chen Zhenhang Huang Zhiqi Li ... Tong Lu Lewei Lu Hongsheng Li Xiaogang Wang Yu Qiao VLM 180 700 0 10 Nov 2022
High-Quality Entity Segmentation Lu Qi Jason Kuen Weidong Guo Tiancheng Shen Jiuxiang Gu Jiaya Jia Zhe Lin Ming-Hsuan Yang ISeg 98 55 0 10 Nov 2022
OneFormer: One Transformer to Rule Universal Image Segmentation Jitesh Jain Jiacheng Li M. Chiu Ali Hassani Nikita Orlov Humphrey Shi ViT 78 349 0 10 Nov 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts Qi Fan Mattia Segu Yu-Wing Tai Feng Yu Chi-Keung Tang Bernt Schiele Dengxin Dai 77 12 0 08 Nov 2022
DepthFormer: Multimodal Positional Encodings and Cross-Input Attention for Transformer-Based Segmentation Networks F. Barbato Giulia Rizzoli Pietro Zanuttigh MDE ViT 81 4 0 08 Nov 2022
Domain Adaptive Video Semantic Segmentation via Cross-Domain Moving Object Mixing Kyusik Cho Suhyeon Lee Hongje Seong Euntai Kim 90 5 0 04 Nov 2022
SSDA-YOLO: Semi-supervised Domain Adaptive YOLO for Cross-Domain Object Detection Huayi Zhou Fei Jiang Hongtao Lu ObjD 108 79 0 04 Nov 2022
Large Scale Real-World Multi-Person Tracking Bing Shuai Alessandro Bergamo Uta Buechler Andrew G. Berneshawi Alyssa Boden Joseph Tighe 67 13 0 03 Nov 2022
Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models Zhekai Zhang Ji Lin Chenlin Meng Stefano Ermon Song Han Jun-Yan Zhu DiffM 144 49 0 03 Nov 2022
Quantifying Model Uncertainty for Semantic Segmentation using Operators in the RKHS Rishabh Singh José C. Príncipe UQCV 75 3 0 03 Nov 2022
Rethinking Hierarchies in Pre-trained Plain Vision Transformer Yufei Xu Jing Zhang Qiming Zhang Dacheng Tao 87 1 0 03 Nov 2022
Beyond Instance Discrimination: Relation-aware Contrastive Self-supervised Learning Yifei Zhang Chang-rui Liu Yu Zhou Weiping Wang QiXiang Ye Xiangyang Ji SSL ISeg BDL 88 7 0 02 Nov 2022
Pixel-Wise Contrastive Distillation Junqiang Huang Zichao Guo 135 4 0 01 Nov 2022
Context-empowered Visual Attention Prediction in Pedestrian Scenarios Igor Vozniak Philipp Mueller Lorena Hell Nils Lipp Ahmed Abouelazm Christian Mueller 37 2 0 30 Oct 2022
Localized Randomized Smoothing for Collective Robustness Certification Jan Schuchardt Thomas Wollschläger Aleksandar Bojchevski Stephan Günnemann AAML 105 10 0 28 Oct 2022
Subsidiary Prototype Alignment for Universal Domain Adaptation Jogendra Nath Kundu Suvaansh Bhambri Akshay Ravindra Kulkarni Hiran Sarkar Varun Jampani R. Venkatesh Babu 82 23 0 28 Oct 2022
State of the Art in Dense Monocular Non-Rigid 3D Reconstruction Edith Tretschk Navami Kairanda R. MallikarjunB. Rishabh Dabral Adam Kortylewski Bernhard Egger Marc Habermann Pascal Fua Christian Theobalt Vladislav Golyanik 3DH 120 36 0 27 Oct 2022
Class Based Thresholding in Early Exit Semantic Segmentation Networks Alperen Görmez Erdem Koyuncu 79 5 0 27 Oct 2022
Domain Adaptive Object Detection for Autonomous Driving under Foggy Weather Jinlong Li Runsheng Xu Jin Ma Q. Zou Jiaqi Ma Hongkai Yu TTA 80 79 0 27 Oct 2022
Boosting Semi-Supervised Semantic Segmentation with Probabilistic Representations Haoyu Xie Changqi Wang Mingkai Zheng Minjing Dong Shan You Chong Fu Chang Xu SSL 78 15 0 26 Oct 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 74 21 0 25 Oct 2022
Secure and Trustworthy Artificial Intelligence-Extended Reality (AI-XR) for Metaverses Adnan Qayyum M. A. Butt Hassan Ali Muhammad Usman O. Halabi Ala I. Al-Fuqaha Q. Abbasi Muhammad Ali Imran Junaid Qadir 86 38 0 24 Oct 2022
IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes Shubham Dokania A. H. A. Hafez A. Subramanian Manmohan Chandraker C. V. Jawahar 3DPC 63 14 0 23 Oct 2022
1st Place Solution of The Robust Vision Challenge 2022 Semantic Segmentation Track Junfei Xiao Zhichao Xu Shiyi Lan Zhiding Yu Alan Yuille Anima Anandkumar 81 5 0 23 Oct 2022
Meta Input: How to Leverage Off-the-Shelf Deep Neural Networks Minsu Kim Youngjoon Yu Sungjune Park Y. Ro OOD 57 0 0 21 Oct 2022
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based Mixing Giulio Mattolin Luca Zanella Elisa Ricci Yiming Wang ObjD 95 42 0 20 Oct 2022
Large-batch Optimization for Dense Visual Predictions Zeyue Xue Jianming Liang Guanglu Song Zhuofan Zong Liang Chen Yu Liu Ping Luo VLM 96 9 0 20 Oct 2022