Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding

5 January 2019

Luc Van Gool

Papers citing "Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding"

50 / 55 papers shown

Title
A Dataset for Semantic Segmentation in the Presence of Unknowns Zakaria Laskar Tomás Vojír Matej Grcic Iaroslav Melekhov Shankar Gangisettye Arno Solin Jirí Matas Giorgos Tolias C.V. Jawahar UQCV 48 0 0 28 Mar 2025
CPT: Competence-progressive Training Strategy for Few-shot Node Classification Qilong Yan Yufeng Zhang Jinghao Zhang Jingpu Duan Jian Yin 49 0 0 03 Jan 2025
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 25 1 0 25 Sep 2024
AllWeatherNet:Unified Image enhancement for autonomous driving under adverse weather and lowlight-conditions Chenghao Qian Mahdi Rezaei Saeed Anwar Wenjing Li Tanveer Hussain Mohsen Azarmi Wei Wang 26 0 0 03 Sep 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions Sohyun Lee Nam-Won Kim Sungyeon Kim Suha Kwak 39 2 0 18 Jul 2024
D2SL: Decouple Defogging and Semantic Learning for Foggy Domain-Adaptive Segmentation Xuan Sun Zhanfu An Yuyu Liu 41 0 0 07 Apr 2024
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation Qi Bi Shaodi You Theo Gevers 51 1 0 29 Mar 2024
CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 76 9 0 26 Mar 2024
SynFog: A Photo-realistic Synthetic Fog Dataset based on End-to-end Imaging Simulation for Advancing Real-World Defogging in Autonomous Driving Yiming Xie Henglu Wei Zhenyi Liu Xiaoyu Wang Xiangyang Ji 28 3 0 25 Mar 2024
False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy Jiyong Oh Junhaeng Lee Woongchan Byun Min-Ji Kong Sang Hun Lee 3DPC 25 2 0 05 Mar 2024
MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty Tim Brödermann David Brüggemann Daniel Gehrig Kevin Ta Odysseas Liagouris Jason Corkill Luc Van Gool 21 11 0 23 Jan 2024
InfraParis: A multi-modal and multi-task autonomous driving dataset Gianni Franchi Marwane Hariat Xuanlong Yu Nacim Belkhir Antoine Manzanera David Filliat 14 9 0 27 Sep 2023
BTSeg: Barlow Twins Regularization for Domain Adaptation in Semantic Segmentation Johannes Kunzel A. Hilsmann Peter Eisert 15 0 0 31 Aug 2023
Condition-Invariant Semantic Segmentation Daniel Gehrig David Brüggemann Feng Yu Luc Van Gool 58 4 0 27 May 2023
Instance Segmentation in the Dark Linwei Chen Ying Fu Kaixuan Wei Dezhi Zheng Felix Heide ISeg 59 47 0 27 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 39 23 0 26 Apr 2023
Human Pose Estimation in Extremely Low-Light Conditions Sohyun Lee Jaesung Rim Boseung Jeong Geon-Yeong Kim Byungju Woo Haechan Lee Sung-Jin Cho Suha Kwak VLM 46 22 0 27 Mar 2023
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation David Brüggemann Daniel Gehrig Tim Brödermann Luc Van Gool VLM 43 13 0 09 Mar 2023
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 52 220 0 02 Dec 2022
VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditions Mingjiang Li Binhui Xie Shuang Li Chi Harold Liu Xinjing Cheng 36 12 0 22 Nov 2022
Doubly Contrastive End-to-End Semantic Segmentation for Autonomous Driving under Adverse Weather Jong-Lyul Jeong Jong-hwan Kim 26 2 0 21 Nov 2022
Combating Label Distribution Shift for Active Domain Adaptation S. Hwang Sohyun Lee Sungyeon Kim Jungseul Ok Suha Kwak 27 18 0 13 Aug 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions David Brüggemann Daniel Gehrig Prune Truong Luc Van Gool 34 60 0 14 Jul 2022
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation Javed Iqbal H. Rawal R. Hafiz Yu-Tseh Chi Mohsen Ali 16 7 0 20 Jun 2022
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion Liang Liao Wenyi Chen Jing Xiao Zihan Wang Chia-Wen Lin Shiníchi Satoh DiffM 35 24 0 10 Jun 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 24 225 0 27 Apr 2022
FIFO: Learning Fog-invariant Features for Foggy Scene Segmentation Sohyun Lee Taeyoung Son Suha Kwak 48 72 0 04 Apr 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 26 28 0 02 Mar 2022
FogAdapt: Self-Supervised Domain Adaptation for Semantic Segmentation of Foggy Images Javed Iqbal R. Hafiz Mohsen Ali TTA 23 19 0 07 Jan 2022
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding Xianzheng Ma Zhixiang Wang Yacheng Zhan Yinqiang Zheng Zheng Wang Dengxin Dai Chia-Wen Lin 9 55 0 01 Dec 2021
Domain-Specific Bias Filtering for Single Labeled Domain Generalization Junkun Yuan Xu Ma Defang Chen Kun Kuang Fei Wu Lanfen Lin 48 23 0 02 Oct 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 31 5 0 22 Jun 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception Daniel Gehrig Haoran Wang Ke Li René Zurbrugg Arpit Jadon Wim Abbeloos Daniel Olmeda Reino Luc Van Gool Dengxin Dai 35 4 0 27 Apr 2021
StyleLess layer: Improving robustness for real-world driving Julien Rebut Andrei Bursuc P. Pérez 30 5 0 25 Mar 2021
Worsening Perception: Real-time Degradation of Autonomous Vehicle Perception Performance for Simulation of Adverse Weather Conditions I. Fursa Elias Fandi Valentina Muşat Jacob Culley Enric Gil Esteller Izzeddin Teeti Louise Bilous Isaac Vander Sluis Alexander Rast Andrew Bradley 15 10 0 03 Mar 2021
Curriculum Learning: A Survey Petru Soviany Radu Tudor Ionescu Paolo Rota N. Sebe ODL 79 342 0 25 Jan 2021
Unsupervised Domain Adaptation from Axial to Short-Axis Multi-Slice Cardiac MR Images by Incorporating Pretrained Task Networks Sven Koehler T. Hussain Zach Blair T. Huffaker Florian Ritzmann ... S. Sarikouch H. Latus G. Greil I. Wolf Sandy Engelhardt 24 8 0 19 Jan 2021
mDALU: Multi-Source Domain Adaptation and Label Unification with Partial Datasets R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 24 22 0 15 Dec 2020
Multi-Model Learning for Real-Time Automotive Semantic Foggy Scene Understanding via Domain Adaptation Naif Alshammari S. Akçay T. Breckon 10 0 0 09 Dec 2020
Competitive Simplicity for Multi-Task Learning for Real-Time Foggy Scene Understanding via Domain Adaptation Naif Alshammari S. Akçay T. Breckon 18 4 0 09 Dec 2020
SS-SFDA : Self-Supervised Source-Free Domain Adaptation for Road Segmentation in Hazardous Environments D. Kothandaraman Rohan Chandra Tianyi Zhou TTA 39 3 0 27 Nov 2020
Implicit Euler ODE Networks for Single-Image Dehazing Jiawei Shen Zhuoyan Li Lei Yu Guisong Xia Wen Yang 43 12 0 13 Jul 2020
Analogical Image Translation for Fog Generation R. Gong Dengxin Dai Yuhua Chen Wen Li Luc Van Gool 20 16 0 28 Jun 2020
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation Daniel Gehrig Dengxin Dai Luc Van Gool 43 158 0 28 May 2020
Unsupervised Domain Adaptation in Semantic Segmentation: a Review Marco Toldo Andrea Maracani Umberto Michieli Pietro Zanuttigh SSeg 36 182 0 21 May 2020
Optical Flow in Dense Foggy Scenes using Semi-Supervised Learning Wending Yan Aashish Sharma R. Tan 13 43 0 04 Apr 2020
Discovering Latent Classes for Semi-Supervised Semantic Segmentation Olga Zatsarynna Johann Sawatzky Juergen Gall 33 1 0 30 Dec 2019
Domain Bridge for Unpaired Image-to-Image Translation and Unsupervised Domain Adaptation Fabio Pizzati Raoul de Charette Michela Zaccaria Pietro Cerri 29 74 0 23 Oct 2019
Semantic Understanding of Foggy Scenes with Purely Synthetic Data Martin Hahner Dengxin Dai Daniel Gehrig Jan-Nico Zaech Luc Van Gool 29 61 0 09 Oct 2019
Multi-Task Learning for Automotive Foggy Scene Understanding via Domain Adaptation to an Illumination-Invariant Representation Naif Alshammari S. Akçay T. Breckon 13 5 0 17 Sep 2019