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Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic
  Foggy Scene Understanding

Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding

1 December 2021
Xianzheng Ma
Zhixiang Wang
Yacheng Zhan
Yinqiang Zheng
Zheng Wang
Dengxin Dai
Chia-Wen Lin
ArXivPDFHTML

Papers citing "Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding"

21 / 21 papers shown
Title
TANet: Triplet Attention Network for All-In-One Adverse Weather Image
  Restoration
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration
Hsing-Hua Wang
Fu-Jen Tsai
Yen-Yu Lin
Chia-Wen Lin
ViT
28
1
0
10 Oct 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous
  Adaptation
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
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks
  via Multi-modal Large Language Models
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models
Xianzheng Ma
Yash Bhalgat
Brandon Smart
Shuai Chen
Xinghui Li
...
Matthias Nießner
Ian D Reid
Angel X. Chang
Iro Laina
V. Prisacariu
LRM
33
13
0
16 May 2024
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic
  Segmentation in Adverse Weather
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather
Haimei Zhao
Jing Zhang
Zhuo Chen
Shanshan Zhao
Dacheng Tao
43
11
0
08 Apr 2024
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation
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
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
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather
  Conditions
DA-RAW: Domain Adaptive Object Detection for Real-World Adverse Weather Conditions
Minsik Jeon
Junwon Seo
Jihong Min
18
0
0
15 Sep 2023
Open Scene Understanding: Grounded Situation Recognition Meets Segment
  Anything for Helping People with Visual Impairments
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments
R. Liu
Jiaming Zhang
Kunyu Peng
Junwei Zheng
Ke Cao
Yufan Chen
Kailun Yang
Rainer Stiefelhagen
27
15
0
15 Jul 2023
Condition-Invariant Semantic Segmentation
Condition-Invariant Semantic Segmentation
Daniel Gehrig
David Brüggemann
Feng Yu
Luc Van Gool
61
4
0
27 May 2023
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical
  Flow
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow
Hanyu Zhou
Yi Chang
Gang Chen
Luxin Yan
19
4
0
24 Mar 2023
Supervision Interpolation via LossMix: Generalizing Mixup for Object
  Detection and Beyond
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond
Thanh Tien Vu
Baochen Sun
Bodi Yuan
Alex Ngai
Yueqi Li
Jan-Michael Frahm
23
1
0
18 Mar 2023
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
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
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
Semantic Segmentation under Adverse Conditions: A Weather and
  Nighttime-aware Synthetic Data-based Approach
Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Data-based Approach
Abdulrahman Kerim
Felipe C. Chamone
W. Ramos
Leandro Soriano Marcolino
Erickson R. Nascimento
Richard M. Jiang
60
9
0
11 Oct 2022
Exploring Resolution and Degradation Clues as Self-supervised Signal for
  Low Quality Object Detection
Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection
Ziteng Cui
Ying J. Zhu
Lin Gu
Guo-Jun Qi
Xiaoxiao Li
Renrui Zhang
Zenghui Zhang
Tatsuya Harada
31
19
0
05 Aug 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to
  Adverse Conditions
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
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label
  Diffusion
Unsupervised Foggy Scene Understanding via Self Spatial-Temporal Label Diffusion
Liang Liao
Wenyi Chen
Jing Xiao
Zhigang Wang
Chia-Wen Lin
Shiníchi Satoh
DiffM
35
24
0
10 Jun 2022
PointCLIP: Point Cloud Understanding by CLIP
PointCLIP: Point Cloud Understanding by CLIP
Renrui Zhang
Ziyu Guo
Wei Zhang
Kunchang Li
Xupeng Miao
Tengjiao Wang
Yu Qiao
Peng Gao
Hongsheng Li
VLM
3DPC
175
435
0
04 Dec 2021
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in
  Semantic Scene Segmentation
BiMaL: Bijective Maximum Likelihood Approach to Domain Adaptation in Semantic Scene Segmentation
Thanh-Dat Truong
C. Duong
Ngan Le
S. L. Phung
Chase Rainwater
Khoa Luu
67
39
0
06 Aug 2021
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain
  Adaptive Semantic Segmentation
Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation
Zhedong Zheng
Yi Yang
NoLa
191
497
0
08 Mar 2020
Fully Convolutional Adaptation Networks for Semantic Segmentation
Fully Convolutional Adaptation Networks for Semantic Segmentation
Yiheng Zhang
Zhaofan Qiu
Ting Yao
Dong Liu
Tao Mei
SSeg
OOD
163
350
0
23 Apr 2018
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