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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 Spectral-Decomposed Tokens for Domain Generalized Semantic Segmentation Jingjun Yi Qi Bi Hao Zheng Haolan Zhan Wei Ji Yawen Huang Yuexiang Li Yefeng Zheng 101 13 0 26 Jul 2024
Taxonomy-Aware Continual Semantic Segmentation in Hyperbolic Spaces for Open-World Perception Julia Hindel Daniele Cattaneo Abhinav Valada CLL 91 1 0 25 Jul 2024
Scaling Training Data with Lossy Image Compression Katherine L. Mentzer Andrea Montanari 55 0 0 25 Jul 2024
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework Guanfeng Tang Zhiyuan Wu Jiahang Li Ping Zhong Xieyuanli Chen Xieyuanli Chen Huiming Lu Rui Fan 106 0 0 25 Jul 2024
Diffusion Models for Multi-Task Generative Modeling Changyou Chen Han Ding Bunyamin Sisman Yi Tian Xu Ouye Xie Benjamin Z. Yao Son Dinh Tran Belinda Zeng DiffM 93 5 0 24 Jul 2024
Deep Spherical Superpixels Rémi Giraud Michael Clement MDE 217 0 0 24 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 84 3 0 24 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 106 0 0 24 Jul 2024
SINDER: Repairing the Singular Defects of DINOv2 Haoqian Wang Tong Zhang Mathieu Salzmann 72 4 0 23 Jul 2024
Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi DiffM MQ MDE 96 13 0 23 Jul 2024
ToDER: Towards Colonoscopy Depth Estimation and Reconstruction with Geometry Constraint Adaptation Zhenhua Wu Yanlin Jin Liangdong Qiu Xiaoguang Han Xiang Wan Guanbin Li MedIm 56 1 0 23 Jul 2024
Dynamic Retraining-Updating Mean Teacher for Source-Free Object Detection Trinh Le Ba Khanh Huy-Hung Nguyen L. Pham Duong Nguyen-Ngoc Tran Jae Wook Jeon 122 3 0 23 Jul 2024
SAM-CP: Marrying SAM with Composable Prompts for Versatile Segmentation Pengfei Chen Lingxi Xie Xinyue Huo Xuehui Yu Xiaopeng Zhang Yingfei Sun Zhenjun Han Qi Tian VLM 202 1 0 23 Jul 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Silvio Galesso Philipp Schroppel Hssan Driss Thomas Brox 81 2 0 22 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 110 1 0 22 Jul 2024
Downstream-Pretext Domain Knowledge Traceback for Active Learning Beichen Zhang Liang-Sheng Li Zheng-Jun Zha Jiebo Luo Qingming Huang 72 0 0 20 Jul 2024
Improving classification of road surface conditions via road area extraction and contrastive learning L. Trinh Ali Anwar Siegfried Mercelis 110 1 0 19 Jul 2024
Bucketed Ranking-based Losses for Efficient Training of Object Detectors Feyza Yavuz Baris Can Cam Adnan Harun Dogan Kemal Oksuz Emre Akbas Sinan Kalkan 71 2 0 19 Jul 2024
Mono-ViFI: A Unified Learning Framework for Self-supervised Single- and Multi-frame Monocular Depth Estimation Jinfeng Liu Lingtong Kong Bo Li Zerong Wang Hong Gu Jinwei Chen MDE 91 4 0 19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation Wenyi Li Huan-ang Gao Mingju Gao Beiwen Tian Rong Zhi Hao Zhao MoMe 104 8 0 18 Jul 2024
SUSTechGAN: Image Generation for Object Recognition in Adverse Conditions of Autonomous Driving Divyansh Srivastava Yang Peng Qi Hao Chengzhong Xu GAN 69 5 0 18 Jul 2024
Enhancing Source-Free Domain Adaptive Object Detection with Low-confidence Pseudo Label Distillation Ilhoon Yoon Hyeongjun Kwon Jin-Hwa Kim Junyoung Park Hyunsung Jang Kwanghoon Sohn 114 5 0 18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 150 2 0 18 Jul 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation Shoumeng Qiu Jie Chen Xinrun Li Ru Wan Xiangyang Xue Jian Pu VLM 95 3 0 18 Jul 2024
MO-EMT-NAS: Multi-Objective Continuous Transfer of Architectural Knowledge Between Tasks from Different Datasets Peng Liao Xilu Wang Yaochu Jin WenLi Du 76 0 0 18 Jul 2024
Many Perception Tasks are Highly Redundant Functions of their Input Data Rahul Ramesh Anthony Bisulco Ronald W. DiTullio Linran Wei Vijay Balasubramanian Kostas Daniilidis Pratik Chaudhari 128 2 0 18 Jul 2024
Weighting Pseudo-Labels via High-Activation Feature Index Similarity and Object Detection for Semi-Supervised Segmentation Prantik Howlader Hieu M. Le Dimitris Samaras 99 1 0 17 Jul 2024
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation Luís Almeida Ines Dutra Francesco Renna UQCV 85 0 0 17 Jul 2024
Benchmarking Robust Self-Supervised Learning Across Diverse Downstream Tasks Antoni Kowalczuk Jan Dubiñski Atiyeh Ashari Ghomi Yi Sui George Stein Jiapeng Wu Jesse C. Cresswell Franziska Boenisch Adam Dziedzic SSL AAML 82 3 0 17 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 90 1 0 17 Jul 2024
ClearCLIP: Decomposing CLIP Representations for Dense Vision-Language Inference Mengcheng Lan Chaofeng Chen Yiping Ke Xinjiang Wang Xue Jiang Wayne Zhang VLM 125 29 0 17 Jul 2024
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection Xiuquan Hou Mei-qin Liu Senlin Zhang Ping Wei Badong Chen Xuguang Lan ViT 100 17 0 16 Jul 2024
Beyond Mask: Rethinking Guidance Types in Few-shot Segmentation Shijie Chang Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 94 1 0 16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding Danish Nazir Timo Bartels Jan Piewek Thorsten Bagdonat Tim Fingscheidt 81 0 0 15 Jul 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 77 2 0 15 Jul 2024
Joint-Embedding Predictive Architecture for Self-Supervised Learning of Mask Classification Architecture Donghee Kim Sungduk Cho Hyeonwoo Cho Chanmin Park Jinyoung Kim Won Hwa Kim 96 0 0 15 Jul 2024
Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation Yuhwan Jeong Hoonhee Cho Kuk-Jin Yoon DiffM 74 3 0 15 Jul 2024
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model Zhening Liu Xinjie Zhang Jiawei Shao Zehong Lin Jun Zhang 85 4 0 15 Jul 2024
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion Shiqi Tan H. Fazlali Yixuan Xu Y. Ren Bingbing Liu 3DPC 107 3 0 12 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 92 2 0 12 Jul 2024
ProDepth: Boosting Self-Supervised Multi-Frame Monocular Depth with Probabilistic Fusion Sungmin Woo Wonjoon Lee Woo Jin Kim Dogyoon Lee Sangyoun Lee MDE 90 3 0 12 Jul 2024
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off L. Halmosi Bálint Mohos Márk Jelasity AAML 76 1 0 12 Jul 2024
Textual Query-Driven Mask Transformer for Domain Generalized Segmentation Byeonghyun Pak Byeongju Woo Sunghwan Kim Dae-Hwan Kim Hoseong Kim 136 5 0 12 Jul 2024
OmniNOCS: A unified NOCS dataset and model for 3D lifting of 2D objects Akshay Krishnan Abhijit Kundu Kevis-Kokitsi Maninis James Hays Matthew Brown 52 10 0 11 Jul 2024
PredBench: Benchmarking Spatio-Temporal Prediction across Diverse Disciplines Zidong Wang Zeyu Lu Di Huang Tong He Xihui Liu Wanli Ouyang Lei Bai 83 5 0 11 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 77 1 0 11 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 110 20 0 11 Jul 2024
StixelNExT: Toward Monocular Low-Weight Perception for Object Segmentation and Free Space Detection Marcel Vosshans Omar Ait-Aider Y. Mezouar Markus Enzweiler 30 0 0 11 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 190 0 0 11 Jul 2024
Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher Jiangming Chen Li Liu Wanxia Deng Zhen Liu Yu Liu Yingmei Wei Yongxiang Liu 94 0 0 10 Jul 2024