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
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation Hyunwoo Yu Yubin Cho Beoungwoo Kang Seunghun Moon Kyeongbo Kong Suk-Ju Kang 39 3 0 24 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning Mu Chen Zhedong Zheng Yi Yang 56 0 0 24 Jul 2024
SINDER: Repairing the Singular Defects of DINOv2 Haoqian Wang Tong Zhang Mathieu Salzmann 39 1 0 23 Jul 2024
Diffusion Models for Monocular Depth Estimation: Overcoming Challenging Conditions Fabio Tosi Pierluigi Zama Ramirez Matteo Poggi DiffM MQ MDE 40 9 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 21 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 40 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 73 1 0 23 Jul 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Silvio Galesso Philipp Schroppel Hssan Driss Thomas Brox 41 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 60 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 46 0 0 20 Jul 2024
Improving classification of road surface conditions via road area extraction and contrastive learning L. Trinh Ali Anwar Siegfried Mercelis 40 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 47 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 58 3 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 58 5 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 31 3 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 51 4 0 18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 54 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 42 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 54 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 51 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 67 1 0 17 Jul 2024
Instance-wise Uncertainty for Class Imbalance in Semantic Segmentation Luís Almeida Ines Dutra Francesco Renna UQCV 50 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 34 2 0 17 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo 47 0 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 55 25 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 63 15 0 16 Jul 2024
Beyond Mask: Rethinking Guidance Types in Few-shot Segmentation Shijie Chang Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 50 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 37 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 33 1 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 61 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 45 3 0 15 Jul 2024
Bidirectional Stereo Image Compression with Cross-Dimensional Entropy Model Zhening Liu Xinjie Zhang Jiawei Shao Zehong Lin Jun Zhang 39 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 43 1 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 50 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 25 3 0 12 Jul 2024
Evaluating the Adversarial Robustness of Semantic Segmentation: Trying Harder Pays Off L. Halmosi Bálint Mohos Márk Jelasity AAML 26 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 57 4 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 25 8 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 46 5 0 11 Jul 2024
CLEO: Continual Learning of Evolving Ontologies Shishir Muralidhara Saqib Bukhari Georg Schneider Didier Stricker René Schuster CLL 37 0 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 23 0 0 11 Jul 2024
Position: Measure Dataset Diversity, Don't Just Claim It Dora Zhao Jerone T. A. Andrews Orestis Papakyriakopoulos Alice Xiang 69 14 0 11 Jul 2024
Enrich the content of the image Using Context-Aware Copy Paste Qiushi Guo VLM 33 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 59 0 0 10 Jul 2024
Early Explorations of Lightweight Models for Wound Segmentation on Mobile Devices Vanessa Borst Timo Dittus Konstantin Müller Samuel Kounev 34 2 0 10 Jul 2024
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights Yan Hao Florent Forest Olga Fink TTA ObjD 40 4 0 10 Jul 2024
Trainable Highly-expressive Activation Functions Irit Chelly Shahaf E. Finder Shira Ifergane Oren Freifeld 36 4 0 10 Jul 2024
Deformable-Heatmap-Segmentation for Automobile Visual Perception Hongyu Jin 26 1 0 10 Jul 2024
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 43 9 0 10 Jul 2024
Fish-Vista: A Multi-Purpose Dataset for Understanding & Identification of Traits from Images Kazi Sajeed Mehrab M. Maruf Arka Daw Harish Babu Manogaran Abhilash Neog ... Paula Mabee Wasila Dahdul Anuj Karpatne Wasila M Dahdul Anuj Karpatne 46 4 0 10 Jul 2024