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The Cityscapes Dataset for Semantic Urban Scene Understanding
v1v2 (latest)

The Cityscapes Dataset for Semantic Urban Scene Understanding

6 April 2016
Marius Cordts
Mohamed Omran
Sebastian Ramos
Timo Rehfeld
Markus Enzweiler
Rodrigo Benenson
Uwe Franke
Stefan Roth
Bernt Schiele
ArXiv (abs)PDFHTML

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

50 / 5,175 papers shown
Title
REF-VLM: Triplet-Based Referring Paradigm for Unified Visual Decoding
Yan Tai
Luhao Zhu
Zhiqiang Chen
Ynan Ding
Yiying Dong
Xiaohong Liu
Guodong Guo
MLLMObjD
99
0
0
10 Mar 2025
Asymmetric Decision-Making in Online Knowledge Distillation:Unifying Consensus and Divergence
Zhaowei Chen
Borui Zhao
Yuchen Ge
Yuhao Chen
Renjie Song
Jiajun Liang
81
0
0
09 Mar 2025
ACAM-KD: Adaptive and Cooperative Attention Masking for Knowledge Distillation
Qizhen Lan
Qing Tian
VLM
105
0
0
08 Mar 2025
Continual Optimization with Symmetry Teleportation for Multi-Task Learning
Zhipeng Zhou
Ziqiao Meng
Pengcheng Wu
Peilin Zhao
Chunyan Miao
88
0
0
06 Mar 2025
Label-Efficient LiDAR Semantic Segmentation with 2D-3D Vision Transformer Adapters
Julia Hindel
Rohit Mohan
Jelena Bratulić
Daniele Cattaneo
Thomas Brox
Abhinav Valada
3DPC
115
0
0
05 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction?
Is Pre-training Applicable to the Decoder for Dense Prediction?
Chao Ning
Wanshui Gan
Weihao Xuan
Naoto Yokoya
286
0
0
05 Mar 2025
Golden Cudgel Network for Real-Time Semantic Segmentation
Guoyu Yang
Yuan Wang
Daming Shi
Yanjie Wang
69
1
0
05 Mar 2025
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art
Youssef Shoeb
Azarm Nowzad
Hanno Gottschalk
UQCV
286
2
0
04 Mar 2025
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation
Dengke Zhang
Quan Tang
Fagui Liu
C. L. Philip Chen
Haiqing Mei
ViT
290
0
0
04 Mar 2025
MM-OR: A Large Multimodal Operating Room Dataset for Semantic Understanding of High-Intensity Surgical Environments
Ege Özsoy
Chantal Pellegrini
Tobias Czempiel
Felix Tristram
Kun Yuan
David Bani-Harouni
U. Eck
Benjamin Busam
Matthias Keicher
Nassir Navab
129
4
0
04 Mar 2025
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface
Hao Tang
Chenwei Xie
Haiyang Wang
Xiaoyi Bao
Tingyu Weng
Pandeng Li
Yun Zheng
Liwei Wang
ObjDVLM
136
1
0
03 Mar 2025
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
Generalized Diffusion Detector: Mining Robust Features from Diffusion Models for Domain-Generalized Detection
Boyong He
Yuxiang Ji
Qianwen Ye
Zhuoyue Tan
Liaoni Wu
DiffM
160
0
0
03 Mar 2025
Training-Free Dataset Pruning for Instance Segmentation
Yalun Dai
Lingao Xiao
Ivor W. Tsang
Yang He
ISeg
109
2
0
02 Mar 2025
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event
Enhanced Neuromorphic Semantic Segmentation Latency through Stream Event
D. Hareb
J. Martinet
B. Miramond
153
0
0
26 Feb 2025
Knowledge Distillation for Semantic Segmentation: A Label Space Unification Approach
Knowledge Distillation for Semantic Segmentation: A Label Space Unification Approach
Anton Backhaus
Thorsten Luettel
Mirko Maehlisch
99
0
0
26 Feb 2025
Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications
Task-Driven Semantic Quantization and Imitation Learning for Goal-Oriented Communications
Yu-Chieh Chao
Yubei Chen
Weiwei Wang
Achintha Wijesinghe
Suchinthaka Wanninayaka
Songyang Zhang
Zhi Ding
DiffM
128
0
0
25 Feb 2025
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling
VaViM and VaVAM: Autonomous Driving through Video Generative Modeling
Florent Bartoccioni
Elias Ramzi
Victor Besnier
Shashanka Venkataramanan
Tuan-Hung Vu
...
Mickael Chen
Éloi Zablocki
Andrei Bursuc
Eduardo Valle
Matthieu Cord
VGen
184
2
0
24 Feb 2025
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation
I2CKD : Intra- and Inter-Class Knowledge Distillation for Semantic Segmentation
Ayoub Karine
Thibault Napoléon
M. Jridi
VLM
294
0
0
24 Feb 2025
High-resolution Rainy Image Synthesis: Learning from Rendering
High-resolution Rainy Image Synthesis: Learning from Rendering
Kaibin Zhou
Shengjie Zhao
Hao Deng
Lin Zhang
79
0
0
23 Feb 2025
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving
An Expert Ensemble for Detecting Anomalous Scenes, Interactions, and Behaviors in Autonomous Driving
Tianchen Ji
Neeloy Chakraborty
Andre Schreiber
Katherine Rose Driggs-Campbell
585
1
0
23 Feb 2025
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving
Prashant Shekhar
Bidur Devkota
Dumindu Samaraweera
Laxima Niure Kandel
Manoj Babu
AAML
102
0
0
22 Feb 2025
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
Multi-Teacher Knowledge Distillation with Reinforcement Learning for Visual Recognition
Chuanguang Yang
Xinqiang Yu
Han Yang
Zhulin An
Chengqing Yu
Libo Huang
Yongjun Xu
108
3
0
22 Feb 2025
EnvoDat: A Large-Scale Multisensory Dataset for Robotic Spatial Awareness and Semantic Reasoning in Heterogeneous Environments
EnvoDat: A Large-Scale Multisensory Dataset for Robotic Spatial Awareness and Semantic Reasoning in Heterogeneous Environments
Linus Nwankwo
Bjoern Ellensohn
Vedant Dave
Peter Hofer
Jan Forstner
Marlene Villneuve
Robert Galler
Elmar Rueckert
267
4
0
20 Feb 2025
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
Sujan Sai Gannamaneni
Rohil Prakash Rao
Michael Mock
Maram Akila
Stefan Wrobel
AAML
458
0
0
17 Feb 2025
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing
Shutong Zhang
78
0
0
15 Feb 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification
Ahmad Chaddad
Yihang Wu
Yuchen Jiang
Ahmed Bouridane
Christian Desrosiers
224
2
0
15 Feb 2025
Adaptive Neural Networks for Intelligent Data-Driven Development
Adaptive Neural Networks for Intelligent Data-Driven Development
Youssef Shoeb
Azarm Nowzad
Hanno Gottschalk
246
2
0
14 Feb 2025
Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing
Sicen Guo
Tianyou Wen
Chuang-Wei Liu
Qijun Chen
Rui Fan
109
0
0
10 Feb 2025
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset
SimBEV: A Synthetic Multi-Task Multi-Sensor Driving Data Generation Tool and Dataset
Goodarz Mehr
A. Eskandarian
334
2
0
04 Feb 2025
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving
COLA: COarse-LAbel multi-source LiDAR semantic segmentation for autonomous driving
Jules Sanchez
Jean-Emmanuel Deschaud
Franccois Goulette
266
2
0
28 Jan 2025
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
Enhancing Monocular Depth Estimation with Multi-Source Auxiliary Tasks
Alessio Quercia
Erenus Yildiz
Zhuo Cao
Kai Krajsek
Abigail Morrison
Ira Assent
Hanno Scharr
112
0
0
22 Jan 2025
Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems
Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems
Stefano Carlo Lambertenghi
Hannes Leonhard
Andrea Stocco
AAML
463
2
0
21 Jan 2025
A margin-based replacement for cross-entropy loss
A margin-based replacement for cross-entropy loss
Michael W. Spratling
Heiko H. Schütt
160
0
0
21 Jan 2025
A Survey of World Models for Autonomous Driving
A Survey of World Models for Autonomous Driving
Tuo Feng
Wenguan Wang
Yue Yang
VGen
161
8
0
20 Jan 2025
Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications
Unit Region Encoding: A Unified and Compact Geometry-aware Representation for Floorplan Applications
Huichao Zhang
Pengyu Wang
Manyi Li
Zechao Li
Yaguang Wu
226
1
0
19 Jan 2025
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
Gradient-Based Multi-Objective Deep Learning: Algorithms, Theories, Applications, and Beyond
Weiyu Chen
Xiaoyuan Zhang
Baijiong Lin
Xi Lin
Han Zhao
Qingfu Zhang
James T. Kwok
176
5
0
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SVIA: A Street View Image Anonymization Framework for Self-Driving Applications
SVIA: A Street View Image Anonymization Framework for Self-Driving Applications
Dongyu Liu
Xuhong Wang
Cen Chen
Yanhao Wang
Shengyue Yao
Yilun Lin
76
0
0
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EdgeTAM: On-Device Track Anything Model
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Chong Zhou
Chenchen Zhu
Yunyang Xiong
Saksham Suri
Fanyi Xiao
...
Raghuraman Krishnamoorthi
Bo Dai
Chen Change Loy
Vikas Chandra
Bilge Soran
VLM
108
1
0
13 Jan 2025
Rethinking Knowledge in Distillation: An In-context Sample Retrieval Perspective
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Jinjing Zhu
Songze Li
Lin Wang
103
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0
13 Jan 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning
Pareto Set Learning for Multi-Objective Reinforcement Learning
Erlong Liu
Yu-Chang Wu
Xiaobin Huang
Chengrui Gao
Ren-Jian Wang
Ke Xue
Chao Qian
OffRL
235
2
0
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Parking Space Detection in the City of Granada
Parking Space Detection in the City of Granada
Crespo-Orti Luis
Moreno-Cuadrado Isabel
Olivares-Martínez Pablo
Sanz-Tornero Ximo
53
0
0
11 Jan 2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions
Shishir Muralidhara
René Schuster
Didier Stricker
CLL
567
0
0
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Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization
Recognition-Oriented Low-Light Image Enhancement based on Global and Pixelwise Optimization
Seitaro Ono
Yuka Ogino
Takahiro Toizumi
Atsushi Ito
Masato Tsukada
90
1
0
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Multi-source Domain Adaptation for Panoramic Semantic Segmentation
Multi-source Domain Adaptation for Panoramic Semantic Segmentation
Jing Jiang
Sicheng Zhao
Jiankun Zhu
Wenbo Tang
Zhaopan Xu
Jidong Yang
Guoping Liu
Tengfei Xing
Pengfei Xu
Huanjin Yao
110
4
0
08 Jan 2025
Unsupervised Class Generation to Expand Semantic Segmentation Datasets
Javier Montalvo
Álvaro García-Martín
Pablo Carballeira
Juan C. Sanmiguel
DiffMVLM
53
0
0
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Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation
Uncertainty and Energy based Loss Guided Semi-Supervised Semantic Segmentation
Rini Smita Thakur
Vinod K. Kurmi
UQCV
116
2
0
03 Jan 2025
Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes
Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes
Yuanpeng Tu
Yuxi Li
Boshen Zhang
Liang Liu
Jing Zhang
Yun Wang
C. Zhao
263
4
0
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PatchRefiner V2: Fast and Lightweight Real-Domain High-Resolution Metric Depth Estimation
Zhenyu Li
Wenqing Cui
S. Bhat
Peter Wonka
MDE
124
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0
03 Jan 2025
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
VisionLLM v2: An End-to-End Generalist Multimodal Large Language Model for Hundreds of Vision-Language Tasks
Jiannan Wu
Muyan Zhong
Sen Xing
Zeqiang Lai
Zhaoyang Liu
...
Lewei Lu
Tong Lu
Ping Luo
Yu Qiao
Jifeng Dai
MLLMVLMLRM
365
59
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Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction
Multi-Task Semantic Communication With Graph Attention-Based Feature Correlation Extraction
Xi Yu
Tiejun Lv
Weicai Li
Wei Ni
Dusit Niyato
Ekram Hossain
88
2
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02 Jan 2025
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