Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime

5 October 2018

Luc Van Gool

Papers citing "Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime"

50 / 54 papers shown

Title
What is the Added Value of UDA in the VFM Era? B. B. Englert Tommie Kerssies Gijs Dubbelman 46 0 0 25 Apr 2025
Decoupled Graph Energy-based Model for Node Out-of-Distribution Detection on Heterophilic Graphs Yuhan Chen Yihong Luo Yifan Song Pengwen Dai Jing Tang Xiaochun Cao OODD 53 2 0 25 Feb 2025
Domain-Incremental Semantic Segmentation for Autonomous Driving under Adverse Driving Conditions Shishir Muralidhara René Schuster Didier Stricker CLL 296 0 0 10 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 80 2 0 07 Jan 2025
QT-DoG: Quantization-aware Training for Domain Generalization Saqib Javed Hieu Le Mathieu Salzmann OOD MQ 47 1 0 08 Oct 2024
ControlUDA: Controllable Diffusion-assisted Unsupervised Domain Adaptation for Cross-Weather Semantic Segmentation Fengyi Shen Li Zhou Kagan Kucukaytekin Ziyuan Liu He Wang Alois C. Knoll DiffM 47 2 0 09 Feb 2024
Nighttime Person Re-Identification via Collaborative Enhancement Network with Multi-domain Learning Andong Lu Tianrui Zha Tianrui Zha Jin Tang Xiaofeng Wang Bin Luo 63 2 0 25 Dec 2023
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 37 6 0 02 Dec 2023
InfraParis: A multi-modal and multi-task autonomous driving dataset Gianni Franchi Marwane Hariat Xuanlong Yu Nacim Belkhir Antoine Manzanera David Filliat 33 9 0 27 Sep 2023
DeepCompass: AI-driven Location-Orientation Synchronization for Navigating Platforms Jihun Lee SP Choi Bumsoo Kang Hyekyoung Seok Hyoungseok Ahn Sanghee Jung 48 0 0 15 Sep 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 76 4 0 27 May 2023
Rectifying Group Irregularities in Explanations for Distribution Shift Adam Stein Yinjun Wu Eric Wong Mayur Naik 57 1 0 25 May 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 64 47 0 27 Apr 2023
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object Detection Mikhail Kennerley Jian-Gang Wang B. Veeravalli R. Tan ObjD 58 35 0 24 Mar 2023
DarkVision: A Benchmark for Low-light Image/Video Perception Bo Zhang Yuchen Guo Runzhao Yang Zhihong Zhang Jiayi Xie J. Suo Qionghai Dai 31 7 0 16 Jan 2023
PØDA: Prompt-driven Zero-shot Domain Adaptation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 43 47 0 06 Dec 2022
LoopDA: Constructing Self-loops to Adapt Nighttime Semantic Segmentation Fengyi Shen Zador Pataki A. Gurram Ziyuan Liu He Wang Alois Knoll 26 6 0 21 Nov 2022
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather Jong-Lyul Jeong Jong-hwan Kim 37 2 0 21 Nov 2022
IDD-3D: Indian Driving Dataset for 3D Unstructured Road Scenes Shubham Dokania A. H. A. Hafez A. Subramanian Manmohan Chandraker C. V. Jawahar 3DPC 34 11 0 23 Oct 2022
Back-to-Bones: Rediscovering the Role of Backbones in Domain Generalization Simone Angarano Mauro Martini Francesco Salvetti Vittorio Mazzia Marcello Chiaberge OOD 53 12 0 02 Sep 2022
Boosting Night-time Scene Parsing with Learnable Frequency Zhifeng Xie Sen Wang Ke Xu Zhizhong Zhang Xin Tan Yuan Xie Lizhuang Ma 42 21 0 30 Aug 2022
When Does Group Invariant Learning Survive Spurious Correlations? Yimeng Chen Ruibin Xiong Zhiming Ma Yanyan Lan OOD CML 45 21 0 29 Jun 2022
SHIFT: A Synthetic Driving Dataset for Continuous Multi-Task Domain Adaptation Tao Sun Mattia Segu Janis Postels Yuxuan Wang Luc Van Gool Bernt Schiele F. Tombari Feng Yu TTA 57 149 0 16 Jun 2022
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation Sanghun Jung Jungsoo Lee Nanhee Kim Amirreza Shaban Byron Boots Jaegul Choo OOD TTA 29 17 0 01 Jun 2022
Looking for Out-of-Distribution Environments in Multi-center Critical Care Data Dimitris Spathis Stephanie L. Hyland OOD CML 34 4 0 26 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 53 63 0 02 May 2022
Domain Generalization by Mutual-Information Regularization with Pre-trained Models Junbum Cha Kyungjae Lee Sungrae Park Sanghyuk Chun OOD 61 131 0 21 Mar 2022
MUAD: Multiple Uncertainties for Autonomous Driving, a benchmark for multiple uncertainty types and tasks Gianni Franchi Xuanlong Yu Andrei Bursuc Ángel Tena Rémi Kazmierczak Séverine Dubuisson Emanuel Aldea David Filliat UQCV 48 28 0 02 Mar 2022
DGSS : Domain Generalized Semantic Segmentation using Iterative Style Mining and Latent Representation Alignment P. Shyam Antyanta Bangunharcana Kuk-Jin Yoon Kyung-soo Kim 45 5 0 26 Feb 2022
RADA: Robust Adversarial Data Augmentation for Camera Localization in Challenging Weather Jialu Wang Muhamad Risqi U. Saputra C. Lu Niki Trigon Andrew Markham 33 2 0 05 Dec 2021
ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation Lingdong Kong N. Quader Venice Erin Liong 33 49 0 30 Nov 2021
Global and Local Alignment Networks for Unpaired Image-to-Image Translation Guanglei Yang Hao Tang Humphrey Shi M. Ding N. Sebe Radu Timofte Luc Van Gool Elisa Ricci 37 1 0 19 Nov 2021
Compressing Sensor Data for Remote Assistance of Autonomous Vehicles using Deep Generative Models Daniel Bogdoll Johannes Jestram Jonas Rauch Christin Scheib Moritz Wittig J. Marius Zöllner 32 9 0 05 Nov 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford Jan van Gemert 60 57 0 11 Aug 2021
Source-Free Adaptation to Measurement Shift via Bottom-Up Feature Restoration Cian Eastwood I. Mason Christopher K. I. Williams Bernhard Schölkopf TTA 32 51 0 12 Jul 2021
OoD-Bench: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization Nanyang Ye Kaican Li Haoyue Bai Runpeng Yu Lanqing Hong Fengwei Zhou Zhenguo Li Jun Zhu CML OOD 51 108 0 07 Jun 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 113 1,390 0 14 Dec 2020
3D Shape Reconstruction from Free-Hand Sketches Jiayun Wang Jierui Lin Qian Yu Runtao Liu Yubei Chen Stella X. Yu 23 39 0 17 Jun 2020
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 45 158 0 28 May 2020
Night-time Scene Parsing with a Large Real Dataset Xin Tan Ke Xu Ying Cao Yiheng Zhang Lizhuang Ma Rynson W. H. Lau 39 86 0 15 Mar 2020
HeatNet: Bridging the Day-Night Domain Gap in Semantic Segmentation with Thermal Images Johan Vertens Jannik Zürn Wolfram Burgard 24 67 0 10 Mar 2020
Deep Neural Network Perception Models and Robust Autonomous Driving Systems M. Shafiee Ahmadreza Jeddi Amir Nazemi Paul Fieguth A. Wong OOD 37 15 0 04 Mar 2020
CrDoCo: Pixel-level Domain Transfer with Cross-Domain Consistency Yun-Chun Chen Yen-Yu Lin Ming-Hsuan Yang Jia-Bin Huang 43 276 0 09 Jan 2020
Semantic Understanding of Foggy Scenes with Purely Synthetic Data Martin Hahner Dengxin Dai Daniel Gehrig Jan-Nico Zaech Luc Van Gool 34 61 0 09 Oct 2019
See Clearer at Night: Towards Robust Nighttime Semantic Segmentation through Day-Night Image Conversion Lei Sun Kaiwei Wang Kailun Yang Kaite Xiang GAN 35 91 0 16 Aug 2019
Attention Guided Low-light Image Enhancement with a Large Scale Low-light Simulation Dataset Feifan Lv Yu Li Feng Lu 3DV 34 267 0 02 Aug 2019
Don't Worry About the Weather: Unsupervised Condition-Dependent Domain Adaptation Horia Porav Tom Bruls Paul Newman OOD 28 23 0 25 Jul 2019
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming Claudio Michaelis Benjamin Mitzkus Robert Geirhos E. Rusak Oliver Bringmann Alexander S. Ecker Matthias Bethge Wieland Brendel 3DPC 35 437 0 17 Jul 2019
Revisiting Self-Supervised Visual Representation Learning Alexander Kolesnikov Xiaohua Zhai Lucas Beyer SSL 82 715 0 25 Jan 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 30 20 0 17 Jan 2019