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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
Do Machine Learning Models Learn Statistical Rules Inferred from Data? Aaditya Naik Yinjun Wu Mayur Naik Eric Wong 69 4 0 02 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 97 50 0 02 Mar 2023
STDepthFormer: Predicting Spatio-temporal Depth from Video with a Self-supervised Transformer Model Houssem-eddine Boulahbal A. Voicila Andrew I. Comport MDE ViT 66 0 0 02 Mar 2023
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation Shigemichi Matsuzaki Hiroaki Masuzawa Jun Miura 101 5 0 02 Mar 2023
To Make Yourself Invisible with Adversarial Semantic Contours Yichi Zhang Zijian Zhu Hang Su Jun Zhu Shibao Zheng Yuan He H. Xue AAML 68 4 0 01 Mar 2023
Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors Ji Hou Xiaoliang Dai Zijian He Angela Dai Matthias Nießner ViT 3DPC 85 17 0 28 Feb 2023
Backdoor Attacks Against Deep Image Compression via Adaptive Frequency Trigger Yi Yu Yufei Wang Wenhan Yang Shijian Lu Yap-Peng Tan Alex C. Kot 110 46 0 28 Feb 2023
Soft labelling for semantic segmentation: Bringing coherence to label down-sampling Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jose M. Martínez 85 7 0 27 Feb 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 89 29 0 27 Feb 2023
LMSeg: Language-guided Multi-dataset Segmentation Qiang-feng Zhou Yuang Liu Chaohui Yu Jingliang Li Zhibin Wang Fan Wang VLM 89 19 0 27 Feb 2023
SUPS: A Simulated Underground Parking Scenario Dataset for Autonomous Driving Jiawei Hou Qi Chen Yurong Cheng Guang Chen Xiangyang Xue Taiping Zeng Jian Pu 51 9 0 25 Feb 2023
Annotating Covert Hazardous Driving Scenarios Online: Utilizing Drivers' Electroencephalography (EEG) Signals Chen Zheng Muxiao Zi Wen-Wen Jiang Mengdi Chu Yan Zhang Jirui Yuan Guyue Zhou Jiangtao Gong 69 3 0 24 Feb 2023
TransAdapt: A Transformative Framework for Online Test Time Adaptive Semantic Segmentation Debasmit Das Shubhankar Borse Hyojin Park K. Azarian H. Cai Risheek Garrepalli Fatih Porikli ViT TTA 76 6 0 24 Feb 2023
PEM: Perception Error Model for Virtual Testing of Autonomous Vehicles A. Piazzoni Jim Cherian Justin Dauwels Lap-Pui Chau 67 12 0 23 Feb 2023
Efficient Context Integration through Factorized Pyramidal Learning for Ultra-Lightweight Semantic Segmentation Nadeem Atif Saquib Mazhar Debajit Sarma M. Bhuyan S. R. Ahamad SSeg 85 0 0 23 Feb 2023
Recon: Reducing Conflicting Gradients from the Root for Multi-Task Learning Guangyuan Shi Qimai Li Wenlong Zhang Jiaxin Chen Xiao-Ming Wu 98 37 0 22 Feb 2023
Recent Advancements in Deep Learning Applications and Methods for Autonomous Navigation: A Comprehensive Review Arman Asgharpoor Golroudbari M. Sabour 84 22 0 22 Feb 2023
Effects of Architectures on Continual Semantic Segmentation Tobias Kalb Niket Ahuja Jingxing Zhou Jürgen Beyerer CLL 87 3 0 21 Feb 2023
Unpaired Translation from Semantic Label Maps to Images by Leveraging Domain-Specific Simulations Lin Zhang Tiziano Portenier O. Goksel MedIm 66 1 0 21 Feb 2023
Evaluating the effect of data augmentation and BALD heuristics on distillation of Semantic-KITTI dataset Ngoc Phuong Anh Duong Alexandre Almin Léo Lemarié B. R. Kiran 55 0 0 21 Feb 2023
A Survey on Semi-Supervised Semantic Segmentation Adrian Peláez-Vegas Pablo Mesejo Julián Luengo 82 32 0 20 Feb 2023
GlocalFuse-Depth: Fusing Transformers and CNNs for All-day Self-supervised Monocular Depth Estimation Zezheng Zhang Ryan K. Y. Chan Kenneth K. Y. Wong MDE ViT 53 1 0 20 Feb 2023
Self-Supervised Monocular Depth Estimation with Self-Reference Distillation and Disparity Offset Refinement Zhong Liu Ran Li Shuwei Shao Xingming Wu Weihai Chen MDE 92 31 0 20 Feb 2023
MaxGNR: A Dynamic Weight Strategy via Maximizing Gradient-to-Noise Ratio for Multi-Task Learning Caoyun Fan Wenqing Chen Jidong Tian Yitian Li Hao He Yaohui Jin 42 2 0 18 Feb 2023
Model Doctor for Diagnosing and Treating Segmentation Error Zhijie Jia Lin Chen Kaiwen Hu Lechao Cheng Zunlei Feng Min-Gyoo Song 54 0 0 17 Feb 2023
Long Range Object-Level Monocular Depth Estimation for UAVs David Silva Nicolas Jourdan Nils Gählert 46 1 0 17 Feb 2023
LDFA: Latent Diffusion Face Anonymization for Self-driving Applications Marvin Klemp Kevin Rösch Royden Wagner Jannik Quehl Martin Lauer DiffM 92 23 0 17 Feb 2023
Local-to-Global Information Communication for Real-Time Semantic Segmentation Network Search Guangliang Cheng Peng Sun Ting-Bing Xu Shuchang Lyu Peiwen Lin 100 1 0 16 Feb 2023
Cross Modal Distillation for Flood Extent Mapping Shubhika Garg Ben Feinstein Shahar Timnat Vishal Batchu G. Dror Adi Gerzi Rosenthal Varun Gulshan 62 12 0 16 Feb 2023
Depth- and Semantics-aware Multi-modal Domain Translation: Generating 3D Panoramic Color Images from LiDAR Point Clouds Tiago Cortinhal E. Aksoy 3DPC 63 4 0 15 Feb 2023
Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 Bowen Xu Mingtao Chen Wenlong Guan Lulu Hu 117 37 0 15 Feb 2023
PolyFormer: Referring Image Segmentation as Sequential Polygon Generation Jiang Liu Hui Ding Zhaowei Cai Yuting Zhang R. Satzoda Vijay Mahadevan R. Manmatha ObjD 126 133 0 14 Feb 2023
Take a Prior from Other Tasks for Severe Blur Removal Pei Wang Danna Xue Yu Zhu Jinqiu Sun Qingsen Yan Sung-eui Yoon Yanning Zhang 71 3 0 14 Feb 2023
Hard-aware Instance Adaptive Self-training for Unsupervised Cross-domain Semantic Segmentation Chuanglu Zhu Kebin Liu Wenqi Tang Ke Mei Jiaqi Zou Tiejun Huang 152 1 0 14 Feb 2023
Explainable Anomaly Detection in Images and Videos: A Survey Yizhou Wang Dongliang Guo Sheng Li Octavia Camps Yun Fu 121 6 0 13 Feb 2023
Semantic Image Segmentation: Two Decades of Research G. Csurka Riccardo Volpi Boris Chidlovskii 3DV 94 53 0 13 Feb 2023
A Neuromorphic Dataset for Object Segmentation in Indoor Cluttered Environment Xiaoqian Huang Sanket Kachole Abdulla Ayyad F. B. Naeini Dimitrios Makris Yahya Zweiri 3DV 3DPC 75 10 0 13 Feb 2023
CholecTriplet2022: Show me a tool and tell me the triplet -- an endoscopic vision challenge for surgical action triplet detection C. Nwoye Tong Yu Saurav Sharma Aditya Murali Deepak Alapatt ... Pietro Mascagni B. Seeliger Cristians Gonzalez Didier Mutter N. Padoy 102 20 0 13 Feb 2023
Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection N. H. Chapman Feras Dayoub Will N. Browne Christopher F. Lehnert 55 8 0 13 Feb 2023
Jaccard Metric Losses: Optimizing the Jaccard Index with Soft Labels Zifu Wang Xuefei Ning Matthew B. Blaschko VLM 114 15 0 11 Feb 2023
TTN: A Domain-Shift Aware Batch Normalization in Test-Time Adaptation Hyesu Lim Byeonggeun Kim Jaegul Choo Sungha Choi TTA 83 92 0 10 Feb 2023
DOMINO: Domain-aware Loss for Deep Learning Calibration Skylar E. Stolte Kyle Volle A. Indahlastari Alejandro Albizu A. Woods Kevin Brink Matthew Hale R. Fang MedIm 49 1 0 10 Feb 2023
Context Understanding in Computer Vision: A Survey Xuan Wang Zhigang Zhu 103 52 0 10 Feb 2023
Bridging the Sim2Real gap with CARE: Supervised Detection Adaptation with Conditional Alignment and Reweighting Viraj Prabhu David Acuna Andy Liao Rafid Mahmood M. Law Judy Hoffman Sanja Fidler James Lucas 87 12 0 09 Feb 2023
SkyEye: Self-Supervised Bird's-Eye-View Semantic Mapping Using Monocular Frontal View Images Nikhil Gosala Kürsat Petek Paulo L. J. Drews-Jr Wolfram Burgard Abhinav Valada MDE 62 36 0 08 Feb 2023
Domain Adaptation of Synthetic Driving Datasets for Real-World Autonomous Driving K. Mullick Harshil Jain Sanchit Gupta A. Kale OOD 63 4 0 08 Feb 2023
Best Practices in Active Learning for Semantic Segmentation Sudhanshu Mittal J. Niemeijer Jörg P. Schäfer Thomas Brox VLM 114 16 0 08 Feb 2023
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 158 22 0 07 Feb 2023
An Informative Path Planning Framework for Active Learning in UAV-based Semantic Mapping Julius Ruckin Federico Magistri C. Stachniss Marija Popović 97 17 0 07 Feb 2023
Perception Datasets for Anomaly Detection in Autonomous Driving: A Survey Daniel Bogdoll Svenja Uhlemeyer K. Kowol J. Marius Zöllner 88 19 0 06 Feb 2023