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
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation B. B. Englert Fabrizio J. Piva Tommie Kerssies Daan de Geus Gijs Dubbelman 63 10 0 14 Jun 2024
Exploring Training on Heterogeneous Data with Mixture of Low-rank Adapters Yuhang Zhou Zihua Zhao Haolin Li Siyuan Du Jiangchao Yao Ya Zhang Yanfeng Wang MoMe MoE 48 3 0 14 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation Yunsong Zhou Michael Simon Zhenghao Peng Sicheng Mo Hongzi Zhu Minyi Guo Bolei Zhou VGen 54 11 0 13 Jun 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset Yiming Li Zhiheng Li Nuo Chen Moonjun Gong Zonglin Lyu Zehong Wang Peili Jiang Chen Feng 52 10 0 13 Jun 2024
Instance-level quantitative saliency in multiple sclerosis lesion segmentation F. Spagnolo Nataliia Molchanova Roger Schaer Meritxell Bach Cuadra Mario Ocampo Pineda L. Melie-García Cristina Granziera Vincent Andrearczyk Adrien Depeursinge 28 1 0 13 Jun 2024
DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition Jiacheng Liu Hang Zhou Shida Wei Rui Ma 69 3 0 12 Jun 2024
Back to the Color: Learning Depth to Specific Color Transformation for Unsupervised Depth Estimation Yufan Zhu Chongzhi Ran Mingtao Feng Fangfang Wu Le Dong Weisheng Dong Antonio M. López G. Shi MDE 58 0 0 11 Jun 2024
PLT-D3: A High-fidelity Dynamic Driving Simulation Dataset for Stereo Depth and Scene Flow Joshua Tokarsky Ibrahim Abdulhafiz S. Ayyalasomayajula Mostafa Mohsen Navya G. Rao Adam Forbes 52 1 0 11 Jun 2024
ROADWork Dataset: Learning to Recognize, Observe, Analyze and Drive Through Work Zones Anurag Ghosh R. Tamburo Shen Zheng Juan R. Alvarez-Padilla Hailiang Zhu Michael Cardei Nicholas Dunn Christoph Mertz Srinivasa G. Narasimhan 61 1 0 11 Jun 2024
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach Challapalli Phanindra Revanth Sumohana S. Channappayya C Krishna Mohan 38 23 0 11 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation Dong Zhao Shuang Wang Qi Zang Licheng Jiao N. Sebe Zhun Zhong 71 2 0 10 Jun 2024
PatchRefiner: Leveraging Synthetic Data for Real-Domain High-Resolution Monocular Metric Depth Estimation Zhenyu Li Shariq Farooq Bhat Peter Wonka 3DV MDE 42 7 0 10 Jun 2024
Solution for CVPR 2024 UG2+ Challenge Track on All Weather Semantic Segmentation Jun Yu Yunxiang Zhang Fengzhao Sun Leilei Wang Renjie Lu 72 0 0 09 Jun 2024
3DRealCar: An In-the-wild RGB-D Car Dataset with 360-degree Views Xiaobiao Du Haiyang Sun Shuyun Wang Zhuojie Wu Hongwei Sheng Jiaying Ying Ming Lu Tianqing Zhu Kun Zhan Xin Yu 3DPC 43 6 0 07 Jun 2024
MambaDepth: Enhancing Long-range Dependency for Self-Supervised Fine-Structured Monocular Depth Estimation Ionuţ Grigore Călin-Adrian Popa Mamba MDE 72 1 0 06 Jun 2024
Generative Assignment Flows for Representing and Learning Joint Distributions of Discrete Data Bastian Boll Daniel Gonzalez-Alvarado Stefania Petra Christoph Schnörr 61 4 0 06 Jun 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation Zilu Guo Liuyang Bian Xuan Huang Hu Wei Jingyu Li Huasheng Ni SSeg 79 8 0 06 Jun 2024
VWise: A novel benchmark for evaluating scene classification for vehicular applications Pedro Azevedo Emanuella Araújo Gabriel Pierre W. Costa Joao Marcelo Teixeira Valter Ferreira Roberto Jones Veronica Teichrieb 57 0 0 05 Jun 2024
Situation Monitor: Diversity-Driven Zero-Shot Out-of-Distribution Detection using Budding Ensemble Architecture for Object Detection Qutub Syed Michael Paulitsch Korbinian Hagn Neslihan Kose Cihangir Kay-Ulrich Scholl Fabian Oboril Gereon Hinz Alois C. Knoll OODD 58 1 0 05 Jun 2024
EdgeSync: Faster Edge-model Updating via Adaptive Continuous Learning for Video Data Drift Peng Zhao Runchu Dong Guiqin Wang Cong Zhao 81 1 0 05 Jun 2024
Quantifying Task Priority for Multi-Task Optimization Wooseong Jeong Kuk-Jin Yoon 41 3 0 05 Jun 2024
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy Yunho Kim Jeong Hyun Lee Choongin Lee Juhyeok Mun D. Youm Jeongsoo Park Jemin Hwangbo 42 1 0 05 Jun 2024
Decoupling of neural network calibration measures D. Wolf Prasannavenkatesh Balaji Alexander Braun Markus Ulrich UQCV 53 3 0 04 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding Thanh-Dat Truong Utsav Prabhu Dongyi Wang Bhiksha Raj Susan Gauch J. Subbiah Khoa Luu 78 2 0 03 Jun 2024
Sensitivity-Informed Augmentation for Robust Segmentation L. Zheng Wenjie Wei Tony Wu Jacob Clements Shreelekha Revankar Andre Harrison Yu Shen Ming-Chyuan Lin AAML 52 0 0 03 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 68 2 0 02 Jun 2024
AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning Duojun Huang Xinyu Xiong Jie Ma Jichang Li Zequn Jie Lin Ma Guanbin Li VLM 88 11 0 01 Jun 2024
Fast yet Safe: Early-Exiting with Risk Control Metod Jazbec Alexander Timans Tin Hadvzi Veljković K. Sakmann Dan Zhang C. A. Naesseth Eric T. Nalisnick 45 5 0 31 May 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation Wooseok Shin Hyun Joon Park Jin Sob Kim Sung Won Han VLM 51 7 0 31 May 2024
On Calibration of Object Detectors: Pitfalls, Evaluation and Baselines Selim Kuzucu Kemal Oksuz Jonathan Sadeghi P. Dokania 57 4 0 30 May 2024
SemFlow: Binding Semantic Segmentation and Image Synthesis via Rectified Flow Chaoyang Wang Xiangtai Li Lu Qi Henghui Ding Yunhai Tong Ming-Hsuan Yang DiffM 90 6 0 30 May 2024
MCDS-VSS: Moving Camera Dynamic Scene Video Semantic Segmentation by Filtering with Self-Supervised Geometry and Motion Angel Villar-Corrales Moritz Austermann Sven Behnke VOS 46 0 0 30 May 2024
Open-Set Domain Adaptation for Semantic Segmentation Seun-An Choe Ah-Hyung Shin Keon-Hee Park Jinwoo Choi Gyeong-Moon Park 37 6 0 30 May 2024
Evaluating the Effectiveness and Robustness of Visual Similarity-based Phishing Detection Models Fujiao Ji Kiho Lee Hyungjoon Koo Wenhao You Euijin Choo Hyoungshick Kim Doowon Kim AAML 53 2 0 30 May 2024
Real-Time Environment Condition Classification for Autonomous Vehicles Marco Introvigne Andrea Ramazzina Stefanie Walz Dominik Scheuble Mario Bijelic 41 0 0 29 May 2024
A Good Foundation is Worth Many Labels: Label-Efficient Panoptic Segmentation Niclas Vodisch Kürsat Petek Markus Kappeler Abhinav Valada Wolfram Burgard VLM 51 4 0 29 May 2024
Wavelet-Based Image Tokenizer for Vision Transformers Zhenhai Zhu Radu Soricut ViT 57 3 0 28 May 2024
MSPE: Multi-Scale Patch Embedding Prompts Vision Transformers to Any Resolution Wenzhuo Liu Fei Zhu Shijie Ma Cheng-Lin Liu 38 4 0 28 May 2024
The Binary Quantized Neural Network for Dense Prediction via Specially Designed Upsampling and Attention Xingyu Ding Li Shan Guiqin Zhao Meiqi Wu Wenzhang Zhou Wei Li MQ 50 1 0 28 May 2024
MMPareto: Boosting Multimodal Learning with Innocent Unimodal Assistance Yake Wei Di Hu 48 14 0 28 May 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse Yiming Li Zehong Wang Yue Wang Zhiding Yu Zan Gojcic Marco Pavone Chen Feng Jose M. Alvarez 3DGS 63 1 0 27 May 2024
BDC-Occ: Binarized Deep Convolution Unit For Binarized Occupancy Network Zongkai Zhang Zidong Xu Wenming Yang Qingmin Liao Jing-Hao Xue MQ 3DV 61 1 0 27 May 2024
Zero-Shot Video Semantic Segmentation based on Pre-Trained Diffusion Models Qian Wang Abdelrahman Eldesokey Mohit Mendiratta Fangneng Zhan Adam Kortylewski Christian Theobalt Peter Wonka DiffM 62 4 0 27 May 2024
Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving Shaoyuan Xie Lingdong Kong Wenwei Zhang Jiawei Ren Liang Pan Kai-xiang Chen Ziwei Liu AAML 62 10 0 27 May 2024
The devil is in discretization discrepancy. Robustifying Differentiable NAS with Single-Stage Searching Protocol Konstanty Subbotko Wojciech Jablonski Piotr Bilinski 56 0 0 26 May 2024
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation Rongyu Zhang Aosong Cheng Yulin Luo Gaole Dai Huanrui Yang ... Ran Xu Li Du Yuan Du Yanbing Jiang Shanghang Zhang MoE TTA 51 6 0 26 May 2024
BOLD: Boolean Logic Deep Learning Van Minh Nguyen Cristian Ocampo Aymen Askri Louis Leconte Ba-Hien Tran AI4CE 63 0 0 25 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 49 0 0 24 May 2024
DiffCalib: Reformulating Monocular Camera Calibration as Diffusion-Based Dense Incident Map Generation Xiankang He Guangkai Xu Bo Zhang Hao Chen Ying Cui Dongyan Guo DiffM 60 6 0 24 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 77 20 0 24 May 2024