Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation

28 May 2020

Luc Van Gool

Papers citing "Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation"

28 / 78 papers shown

Title
PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation Mu Chen Zhedong Zheng Yi Yang Tat-Seng Chua 48 53 0 14 Nov 2022
Flare7K: A Phenomenological Nighttime Flare Removal Dataset Yu Dai Chongyi Li Shangchen Zhou Ruicheng Feng Chen Change Loy 9 44 0 12 Oct 2022
GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse Conditions Sanket Kalwar Dhruv V. Patel Aakash Aanegola Krishna Reddy Konda Sourav Garg K. M. Krishna 44 36 0 29 Sep 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 21 10 0 27 Jul 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions David Brüggemann Christos Sakaridis Prune Truong Luc Van Gool 34 60 0 14 Jul 2022
Improving Road Segmentation in Challenging Domains Using Similar Place Priors Connor Malone Sourav Garg Ming Xu T. Peynot Michael Milford 13 3 0 27 May 2022
Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation Huan-ang Gao Jichang Guo Guoli Wang Qian Zhang 21 63 0 02 May 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 32 146 0 19 Apr 2022
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night XueQing Deng Peng Wang Xiaochen Lian Shawn D. Newsam 28 35 0 12 Apr 2022
Co-Teaching for Unsupervised Domain Adaptation and Expansion Kaibin Tian Qijie Wei Xirong Li 19 1 0 04 Apr 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation Antonín Vobecký David Hurych Oriane Siméoni Spyros Gidaris Andrei Bursuc Patrick Pérez Josef Sivic 3DPC 25 21 0 21 Mar 2022
Unsupervised Domain Adaptation for Nighttime Aerial Tracking Junjie Ye Changhong Fu Guang-Zheng Zheng D. Paudel Guang Chen 75 70 0 20 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 23 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 21 5 0 26 Feb 2022
Amplitude Spectrum Transformation for Open Compound Domain Adaptive Semantic Segmentation Jogendra Nath Kundu Akshay Ravindra Kulkarni Suvaansh Bhambri Varun Jampani R. Venkatesh Babu 39 11 0 09 Feb 2022
Learning with Nested Scene Modeling and Cooperative Architecture Search for Low-Light Vision Risheng Liu Long Ma Tengyu Ma Xin-Yue Fan Zhongxuan Luo 25 38 0 09 Dec 2021
ManiFest: Manifold Deformation for Few-shot Image Translation Fabio Pizzati Jean-François Lalonde Raoul de Charette 24 10 0 26 Nov 2021
Bi-Mix: Bidirectional Mixing for Domain Adaptive Nighttime Semantic Segmentation Guanglei Yang Zhun Zhong H. Tang M. Ding N. Sebe Elisa Ricci 21 7 0 19 Nov 2021
See Yourself in Others: Attending Multiple Tasks for Own Failure Detection Bo Sun Jiaxu Xing Hermann Blum Roland Siegwart César Cadena 34 12 0 06 Oct 2021
Zero-Shot Day-Night Domain Adaptation with a Physics Prior A. Lengyel Sourav Garg Michael Milford J. C. V. Gemert 39 57 0 11 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 66 49 0 08 Aug 2021
Source Data-Free Cross-Domain Semantic Segmentation: Align, Teach and Propagate Yuxi Wang Jian Liang Zhaoxiang Zhang 23 5 0 22 Jun 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception Christos Sakaridis Haoran Wang Ke Li René Zurbrugg Arpit Jadon Wim Abbeloos Daniel Olmeda Reino Luc Van Gool Dengxin Dai 29 4 0 27 Apr 2021
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 99 143 0 22 Apr 2021
Night-time Scene Parsing with a Large Real Dataset Xin Tan Ke Xu Ying Cao Yiheng Zhang Lizhuang Ma Rynson W. H. Lau 32 86 0 15 Mar 2020
The Fishyscapes Benchmark: Measuring Blind Spots in Semantic Segmentation Hermann Blum Paul-Edouard Sarlin Juan I. Nieto Roland Siegwart César Cadena UQCV 9 156 0 05 Apr 2019
Learning to See in the Dark Cheng Chen Qifeng Chen Jia Xu V. Koltun 184 1,165 0 04 May 2018
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 158 349 0 23 Apr 2018