Lukas Hoyer

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All published works

Action	Title	Year	Authors
+ PDF Chat	MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation	2024	Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool
+ PDF Chat	Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets	2024	Wolfgang Boettcher Lukas Hoyer Ozan Unal Jan Eric Lenssen Bernt Schiele
+ PDF Chat	2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation	2024	Ozan Unal Dengxin Dai Lukas Hoyer Yiğit Baran Can Luc Van Gool
+ PDF Chat	LiDAR Meta Depth Completion	2023	Wolfgang Boettcher Lukas Hoyer Ozan Unal Ke Li Dengxin Dai
+ PDF Chat	EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation	2023	Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool
+	Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation	2023	Lukas Hoyer Dengxin Dai Luc Van Gool
+ PDF Chat	MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation	2023	Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool
+	Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation	2023	Lukas Hoyer Dengxin Dai Luc Van Gool
+	EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation	2023	Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool
+	LiDAR Meta Depth Completion	2023	Wolfgang Boettcher Lukas Hoyer Ozan Unal Dengxin Dai
+	SILC: Improving Vision Language Pretraining with Self-Distillation	2023	Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool Federico Tombari
+	2D Feature Distillation for Weakly- and Semi-Supervised 3D Semantic Segmentation	2023	Ozan Unal Dengxin Dai Lukas Hoyer Yiğit Baran Can Luc Van Gool
+	SemiVL: Semi-Supervised Semantic Segmentation with Vision-Language Guidance	2023	Lukas Hoyer David Joseph Tan Muhammad Ferjad Naeem Luc Van Gool Federico Tombari
+	DGInStyle: Domain-Generalizable Semantic Segmentation with Image Diffusion Models and Stylized Semantic Control	2023	Yuru Jia Lukas Hoyer Shengyu Huang Tianfu Wang Luc Van Gool Konrad Schindler Anton Obukhov
+ PDF Chat	DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation	2022	Lukas Hoyer Dengxin Dai Luc Van Gool
+	HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation	2022	Lukas Hoyer Dengxin Dai Luc Van Gool
+	MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation	2022	Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool
+ PDF Chat	HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation	2022	Lukas Hoyer Dengxin Dai Luc Van Gool
+ PDF Chat	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	2021	Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink
+ PDF Chat	Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation	2021	Lukas Hoyer Dengxin Dai Yuhua Chen Adrian Köring Suman Saha Luc Van Gool
+ PDF Chat	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	2021	Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink
+	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	2021	Qin Wang Dengxin Dai Lukas Hoyer Olga Fink Luc Van Gool
+	DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation	2021	Lukas Hoyer Dengxin Dai Luc Van Gool
+	Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	2021	Lukas Hoyer Dengxin Dai Qin Wang Yuhua Chen Luc Van Gool
+	Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation	2020	Lukas Hoyer Dengxin Dai Yuhua Chen Adrian Köring Suman Saha Luc Van Gool
+ PDF Chat	Short-Term Prediction and Multi-Camera Fusion on Semantic Grids	2019	Lukas Hoyer Patrick Kesper Anna Khoreva Volker Fischer
+	Short-Term Prediction and Multi-Camera Fusion on Semantic Grids	2019	Lukas Hoyer Patrick Kesper Anna Khoreva Volker Fischer
+	Grid Saliency for Context Explanations of Semantic Segmentation	2019	Lukas Hoyer Mauricio Muñoz Prateek Katiyar Anna Khoreva Volker Fischer
+	Short-Term Prediction and Multi-Camera Fusion on Semantic Grids	2019	Lukas Hoyer Patrick Kesper Anna Khoreva Volker Fischer
+ PDF Chat	A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation	2018	Lukas Hoyer Christoph Steup Sanaz Mostaghim
+	A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation	2018	Lukas Hoyer Christoph Steup Sanaz Mostaghim
+	A Robot Localization Framework Using CNNs for Object Detection and Pose Estimation	2018	Lukas Hoyer Christoph Steup Sanaz Mostaghim

Common Coauthors

Coauthor	Papers Together
Luc Van Gool	22
Dengxin Dai	21
Ozan Unal	5
Anna Khoreva	4
Volker Fischer	4
Wolfgang Boettcher	3
Patrick Kesper	3
Yuhua Chen	3
Anton Obukhov	3
Sanaz Mostaghim	3
Olga Fink	3
Christoph Steup	3
Suman Saha	2
Adrian Köring	2
Suman Saha	2
Yiğit Baran Can	2
Federico Tombari	2
Haoran Wang	2
Qin Wang	2
Muhammad Ferjad Naeem	2
Qin Wang	2
Tobias Fischer	1
Xiaohua Zhai	1
Jan Eric Lenssen	1
Tianfu Wang	1
Linyan Yang	1
Daniel Cremers	1
Laura Leal-Taixé	1
Prateek Katiyar	1
Konrad Schindler	1
Ke Li	1
Marc Pollefeys	1
Yuru Jia	1
Shengyu Huang	1
Yongqin Xian	1
Bernt Schiele	1
Mauricio Muñoz	1
Mark Weber	1
David Joseph Tan	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	The Cityscapes Dataset for Semantic Urban Scene Understanding	2016	Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele	11
+ PDF Chat	Playing for Data: Ground Truth from Computer Games	2016	Stephan R. Richter Vibhav Vineet Stefan Roth Vladlen Koltun	10
+ PDF Chat	Deep Residual Learning for Image Recognition	2016	Kaiming He Xiangyu Zhang Shaoqing Ren Jian Sun	9
+ PDF Chat	DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs	2017	Liang-Chieh Chen George Papandreou Iasonas Kokkinos Kevin Murphy Alan Yuille	9
+ PDF Chat	ClassMix: Segmentation-Based Data Augmentation for Semi-Supervised Learning	2021	Viktor Olsson Wilhelm Tranheden Juliano Pinto Lennart Svensson	7
+ PDF Chat	Fully convolutional networks for semantic segmentation	2015	Jonathan Long Evan Shelhamer Trevor Darrell	7
+ PDF Chat	Learning to Adapt Structured Output Space for Semantic Segmentation	2018	Yi–Hsuan Tsai Wei-Chih Hung Samuel Schulter Kihyuk Sohn Ming–Hsuan Yang Manmohan Chandraker	7
+ PDF Chat	ADVENT: Adversarial Entropy Minimization for Domain Adaptation in Semantic Segmentation	2019	Tuan-Hung Vu Himalaya Jain Maxime Bucher Matthieu Cord Patrick Pérez	7
+ PDF Chat	Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation	2021	Pan Zhang Bo Zhang Ting Zhang Dong Chen Yong Wang Fang Wen	6
+ PDF Chat	DACS: Domain Adaptation via Cross-domain Mixed Sampling	2021	Wilhelm Tranheden Viktor Olsson Juliano Pinto Lennart Svensson	6
+ PDF Chat	Three Ways to Improve Semantic Segmentation with Self-Supervised Depth Estimation	2021	Lukas Hoyer Dengxin Dai Yuhua Chen Adrian Köring Suman Saha Luc Van Gool	6
+ PDF Chat	Encoder-Decoder with Atrous Separable Convolution for Semantic Image Segmentation	2018	Liang-Chieh Chen Yukun Zhu George Papandreou Florian Schroff Hartwig Adam	5
+ PDF Chat	ROAD: Reality Oriented Adaptation for Semantic Segmentation of Urban Scenes	2018	Yuhua Chen Wen Li Luc Van Gool	5
+ PDF Chat	Self-supervised Augmentation Consistency for Adapting Semantic Segmentation	2021	Nikita Araslanov Stefan Roth	5
+ PDF Chat	Instance Adaptive Self-training for Unsupervised Domain Adaptation	2020	Ke Mei Chuang Zhu Jiaqi Zou Shanghang Zhang	5
+ PDF Chat	FDA: Fourier Domain Adaptation for Semantic Segmentation	2020	Yanchao Yang Stefano Soatto	5
+ PDF Chat	Learning Texture Invariant Representation for Domain Adaptation of Semantic Segmentation	2020	Myeongjin Kim Hyeran Byun	5
+ PDF Chat	Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation	2021	Qin Wang Dengxin Dai Lukas Hoyer Luc Van Gool Olga Fink	5
+ PDF Chat	Confidence Regularized Self-Training	2019	Yang Zou Zhiding Yu Xiaofeng Liu B. V. K. Vijaya Kumar Jinsong Wang	5
+ PDF Chat	Bidirectional Learning for Domain Adaptation of Semantic Segmentation	2019	Yunsheng Li Lu Yuan Nuno Vasconcelos	5
+ PDF Chat	DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation	2022	Lukas Hoyer Dengxin Dai Luc Van Gool	5
+	Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results	2017	Antti Tarvainen Harri Valpola	5
+ PDF Chat	Classes Matter: A Fine-Grained Adversarial Approach to Cross-Domain Semantic Segmentation	2020	Haoran Wang Tong Shen Wei Zhang Ling‐Yu Duan Tao Mei	5
+ PDF Chat	Unsupervised Learning of Depth and Ego-Motion from Video	2017	Tinghui Zhou Matthew Brown Noah Snavely David Lowe	5
+ PDF Chat	Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation	2021	Zhedong Zheng Yi Yang	5
+ PDF Chat	Learning Semantic Segmentation From Synthetic Data: A Geometrically Guided Input-Output Adaptation Approach	2019	Yuhua Chen Wen Li Xiaoran Chen Luc Van Gool	5
+ PDF Chat	DADA: Depth-Aware Domain Adaptation in Semantic Segmentation	2019	Tuan-Hung Vu Himalaya Jain Maxime Bucher Matthieu Cord Patrick Perez Perez	5
+ PDF Chat	PixMatch: Unsupervised Domain Adaptation via Pixelwise Consistency Training	2021	Luke Melas-Kyriazi Arjun K. Manrai	4
+	CyCADA: Cycle-Consistent Adversarial Domain Adaptation	2017	Judy Hoffman Eric Tzeng Taesung Park Jun-Yan Zhu Phillip Isola Kate Saenko Alexei A. Efros Trevor Darrell	4
+ PDF Chat	Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers	2021	Sixiao Zheng Jiachen Lu Hengshuang Zhao Xiatian Zhu Zekun Luo Yabiao Wang Yanwei Fu Jianfeng Feng Tao Xiang Philip H. S. Torr	4
+ PDF Chat	Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding	2018	Christos Sakaridis Dengxin Dai Simon Hecker Luc Van Gool	4
+	FCNs in the Wild: Pixel-level Adversarial and Constraint-based Adaptation	2016	Judy Hoffman Dequan Wang Fisher Yu Trevor Darrell	4
+ PDF Chat	Pyramid Scene Parsing Network	2017	Hengshuang Zhao Jianping Shi Xiaojuan Qi Xiaogang Wang Jiaya Jia	4
+ PDF Chat	Self-Ensembling With GAN-Based Data Augmentation for Domain Adaptation in Semantic Segmentation	2019	Jaehoon Choi Taekyung Kim Changick Kim	4
+ PDF Chat	Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation	2020	Zhonghao Wang Mo Yu Yunchao Wei Rogério Feris Jinjun Xiong Wen‐mei Hwu Thomas S. Huang Humphrey Shi	4
+ PDF Chat	Domain Adaptation for Structured Output via Discriminative Patch Representations	2019	Yi–Hsuan Tsai Kihyuk Sohn Samuel Schulter Manmohan Chandraker	4
+ PDF Chat	Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions	2021	Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lü Ping Luo Ling Shao	3
+ PDF Chat	Context-Aware Domain Adaptation in Semantic Segmentation	2021	Jinyu Yang Weizhi An Chaochao Yan Peilin Zhao Junzhou Huang	3
+ PDF Chat	Dual Attention Network for Scene Segmentation	2019	Jun Fu Jing Liu Haijie Tian Yong Li Yongjun Bao Zhiwei Fang Hanqing Lu	3
+ PDF Chat	Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime	2018	Dengxin Dai Luc Van Gool	3
+ PDF Chat	Contextual-Relation Consistent Domain Adaptation for Semantic Segmentation	2020	Jiaxing Huang Shijian Lu Dayan Guan Xiaobing Zhang	3
+ PDF Chat	PAD-Net: Multi-tasks Guided Prediction-and-Distillation Network for Simultaneous Depth Estimation and Scene Parsing	2018	Dan Xu Wanli Ouyang Xiaogang Wang Nicu Sebe	3
+	Semi-supervised semantic segmentation needs strong, varied perturbations	2019	Geoff French Samuli Laine Timo Aila Michał Mackiewicz Graham D. Finlayson	3
+ PDF Chat	Self-Supervised Relative Depth Learning for Urban Scene Understanding	2018	Huaizu Jiang Gustav Larsson Michael Maire Greg Shakhnarovich Erik Learned-Miller	3
+ PDF Chat	Domain-Adversarial Training of Neural Networks	2017	Yaroslav Ganin Evgeniya Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette Mario Marchand Victor Lempitsky	3
+	FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence	2020	Kihyuk Sohn David Berthelot Chun‐Liang Li Zizhao Zhang Nicholas Carlini Ekin D. Cubuk А.В. Куракин Han Zhang Colin Raffel	3
+ PDF Chat	Multi-Task Learning for Dense Prediction Tasks: A Survey	2021	Simon Vandenhende Stamatios Georgoulis Wouter Van Gansbeke Marc Proesmans Dengxin Dai Luc Van Gool	3
+	Multi-Scale Context Aggregation by Dilated Convolutions	2015	Fisher Yu Vladlen Koltun	3
+ PDF Chat	Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding	2019	Dengxin Dai Christos Sakaridis Simon Hecker Luc Van Gool	3
+ PDF Chat	Non-local Neural Networks	2018	Xiaolong Wang Ross Girshick Abhinav Gupta Kaiming He	3