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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
Learning Across Domains and Devices: Style-Driven Source-Free Domain Adaptation in Clustered Federated Learning Donald Shenaj Eros Fani Marco Toldo Debora Caldarola A. Tavera Umberto Michieli Marco Ciccone Pietro Zanuttigh Barbara Caputo FedML 94 39 0 05 Oct 2022
WUDA: Unsupervised Domain Adaptation Based on Weak Source Domain Labels Shengjie Liu Chuanglu Zhu Wenqi Tang 112 0 0 05 Oct 2022
Two Video Data Sets for Tracking and Retrieval of Out of Distribution Objects Kira Maag Robin Shing Moon Chan Svenja Uhlemeyer K. Kowol Hanno Gottschalk 104 19 0 05 Oct 2022
GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models Chen Liang Wenguan Wang Jiaxu Miao Yi Yang VLM 106 123 0 05 Oct 2022
Perspective Aware Road Obstacle Detection Krzysztof Lis S. Honari Pascal Fua Mathieu Salzmann 126 6 0 04 Oct 2022
Cooperative Self-Training for Multi-Target Adaptive Semantic Segmentation Yangsong Zhang Subhankar Roy Hongtao Lu Elisa Ricci Stéphane Lathuilière TTA 85 6 0 04 Oct 2022
VICRegL: Self-Supervised Learning of Local Visual Features Adrien Bardes Jean Ponce Yann LeCun SSL 110 127 0 04 Oct 2022
Analysis of the performance of U-Net neural networks for the segmentation of living cells André O. Franccani SSeg 46 2 0 04 Oct 2022
Toward Edge-Efficient Dense Predictions with Synergistic Multi-Task Neural Architecture Search Thanh Tien Vu Yan-Quan Zhou Chun-Yung Wen Yueqi Li Jan-Michael Frahm 81 4 0 04 Oct 2022
ASAP: Accurate semantic segmentation for real time performance Jaewoo Park Subin Lee Eon Kim Byeongjun Moon Dabeen Yu Yeonseung Yu Junghwan Kim 105 0 0 04 Oct 2022
Expediting Large-Scale Vision Transformer for Dense Prediction without Fine-tuning Weicong Liang Yuhui Yuan Henghui Ding Xiao Luo Weihong Lin Ding Jia Zheng Zhang Chao Zhang Hanhua Hu 120 31 0 03 Oct 2022
Green Learning: Introduction, Examples and Outlook C.-C. Jay Kuo A. Madni 141 73 0 03 Oct 2022
NAS-based Recursive Stage Partial Network (RSPNet) for Light-Weight Semantic Segmentation Yi-Chun Wang J. Hsieh Ming-Ching Chang 82 1 0 03 Oct 2022
Contour-Aware Equipotential Learning for Semantic Segmentation Xu-Cheng Yin Dongbo Min Yuchi Huo Sung-eui Yoon 94 9 0 01 Oct 2022
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation Boon Peng Yap B. Ng MedIm 75 2 0 01 Oct 2022
Predictive Inference with Feature Conformal Prediction Jiaye Teng Chuan Wen Dinghuai Zhang Yoshua Bengio Yang Gao Yang Yuan 127 27 0 01 Oct 2022
Generative Model Watermarking Based on Human Visual System Li Zhang Yong-Jin Liu Shaoteng Liu Tianshu Yang Yexin Wang Xinpeng Zhang Han-Yan Wu 58 5 0 30 Sep 2022
Dilated Neighborhood Attention Transformer Ali Hassani Humphrey Shi ViT MedIm 116 73 0 29 Sep 2022
Mask-Guided Image Person Removal with Data Synthesis Yunliang Jiang Chenyang Gu Zhenfeng Xue Xiongtao Zhang Yong-Jin Liu 3DH 55 3 0 29 Sep 2022
Diversified Dynamic Routing for Vision Tasks Botos Csaba Adel Bibi Yanwei Li Philip Torr Ser-Nam Lim MoE 115 0 0 26 Sep 2022
EPIC-KITCHENS VISOR Benchmark: VIdeo Segmentations and Object Relations Ahmad Darkhalil Dandan Shan Bin Zhu Jian Ma Amlan Kar Richard E. L. Higgins Sanja Fidler David Fouhey Dima Damen VOS 124 104 0 26 Sep 2022
TransPOS: Transformers for Consolidating Different POS Tagset Datasets Alex Li Ilyas Bankole-Hameed Ranadeep Singh G. Ng Akshat Gupta 40 0 0 24 Sep 2022
TeST: Test-time Self-Training under Distribution Shift Samarth Sinha Peter V. Gehler Francesco Locatello Bernt Schiele TTA OOD 116 25 0 23 Sep 2022
Towards Frame Rate Agnostic Multi-Object Tracking Weitao Feng Lei Bai Yongqiang Yao F. Yu Wanli Ouyang VOT 102 10 0 23 Sep 2022
Do Current Multi-Task Optimization Methods in Deep Learning Even Help? Derrick Xin Behrooz Ghorbani Ankush Garg Orhan Firat Justin Gilmer MoMe 135 66 0 23 Sep 2022
NamedMask: Distilling Segmenters from Complementary Foundation Models Gyungin Shin Weidi Xie Samuel Albanie ISeg VLM 106 24 0 22 Sep 2022
Model-Assisted Labeling via Explainability for Visual Inspection of Civil Infrastructures Klara Janouskova Mattia Rigotti I. Giurgiu Cristiano Malossi 48 3 0 22 Sep 2022
Uncertainty-aware Perception Models for Off-road Autonomous Unmanned Ground Vehicles Zhaoyuan Yang Y. Tan Shiraj Sen Johan Reimann John N. Karigiannis Mohammed A. Yousefhussien Nurali Virani 54 5 0 22 Sep 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 117 29 0 22 Sep 2022
Improving Replay-Based Continual Semantic Segmentation with Smart Data Selection Tobias Kalb Björn Mauthe Jürgen Beyerer CLL 69 13 0 20 Sep 2022
An Outlier Exposure Approach to Improve Visual Anomaly Detection Performance for Mobile Robots Dario Mantegazza Alessandro Giusti L. Gambardella Jérôme Guzzi 54 13 0 20 Sep 2022
Dynamic Graph Message Passing Networks for Visual Recognition Li Zhang Mohan Chen Anurag Arnab Xiangyang Xue Philip Torr GNN 72 1 0 20 Sep 2022
PADLoC: LiDAR-Based Deep Loop Closure Detection and Registration Using Panoptic Attention J. Arce Niclas Vodisch Daniele Cattaneo Wolfram Burgard Abhinav Valada 3DPC 94 30 0 20 Sep 2022
Graph Reasoning Transformer for Image Parsing Dong Zhang Jinhui Tang Kwang-Ting Cheng ViT 66 18 0 20 Sep 2022
A Simple and Powerful Global Optimization for Unsupervised Video Object Segmentation Georgy Ponimatkin Nermin Samet Yanghua Xiao Yuming Du Renaud Marlet Vincent Lepetit VOS 120 20 0 19 Sep 2022
3D-PL: Domain Adaptive Depth Estimation with 3D-aware Pseudo-Labeling Yu-Ting Yen Chia-Ni Lu Wei-Chen Chiu Yi-Hsuan Tsai MDE 78 10 0 19 Sep 2022
SOCRATES: A Stereo Camera Trap for Monitoring of Biodiversity T. Haucke H. Kühl Volker Steinhage 90 11 0 19 Sep 2022
On Robust Cross-View Consistency in Self-Supervised Monocular Depth Estimation Haimei Zhao Jing Zhang Zhuo Chen Bo Yuan Dacheng Tao MDE 72 4 0 19 Sep 2022
Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset and Consensus-Based Models Fangyu Wu Dequan Wang Minjune Hwang Chenhui Hao Jiawei Lu Jiamu Zhang Christopher Chou Trevor Darrell Alexandre M. Bayen 133 5 0 19 Sep 2022
Semantic Segmentation using Neural Ordinary Differential Equations Seyedalireza Khoshsirat Chandra Kambhamettu 58 10 0 18 Sep 2022
SegNeXt: Rethinking Convolutional Attention Design for Semantic Segmentation Meng-Hao Guo Chenggang Lu Qibin Hou Zheng Liu Ming-Ming Cheng Shiyong Hu SSeg ViT VLM 104 671 0 18 Sep 2022
TODE-Trans: Transparent Object Depth Estimation with Transformer Kan Chen Shaochen Wang Beihao Xia Dongxu Li Zheng Kan Bin Li ViT 61 17 0 18 Sep 2022
Spatial-Temporal Deep Embedding for Vehicle Trajectory Reconstruction from High-Angle Video T. Zhang Peter J. Jin Han Zhou B. Piccoli Ph. D 91 2 0 17 Sep 2022
Continual Learning for Class- and Domain-Incremental Semantic Segmentation Tobias Kalb M. Roschani M. Ruf Jürgen Beyerer CLL VLM 112 24 0 16 Sep 2022
Deliberated Domain Bridging for Domain Adaptive Semantic Segmentation Lin Chen Zhixiang Wei Xin Jin H. Chen Miao Zheng Kaikang Chen Yi-jing Jin 124 37 0 16 Sep 2022
Towards Improving Calibration in Object Detection Under Domain Shift Muhammad Akhtar Munir M. H. Khan M. Sarfraz Mohsen Ali 58 23 0 15 Sep 2022
Hydra Attention: Efficient Attention with Many Heads Daniel Bolya Cheng-Yang Fu Xiaoliang Dai Peizhao Zhang Judy Hoffman 153 80 0 15 Sep 2022
Visual Recognition with Deep Nearest Centroids Wenguan Wang Cheng Han Tianfei Zhou Dongfang Liu 127 94 0 15 Sep 2022
Part-Based Models Improve Adversarial Robustness Chawin Sitawarin Kornrapat Pongmala Yizheng Chen Nicholas Carlini David Wagner 110 12 0 15 Sep 2022
Self-distilled Feature Aggregation for Self-supervised Monocular Depth Estimation Zhengming Zhou Qiulei Dong MDE 103 29 0 15 Sep 2022