Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation

2 May 2022

Papers citing "Cross-Domain Correlation Distillation for Unsupervised Domain Adaptation in Nighttime Semantic Segmentation"

42 / 42 papers shown

Title
A review of advancements in low-light image enhancement using deep learning Fangxue Liu Lei Fan 42 0 0 09 May 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic Segmentation Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 48 0 0 07 Apr 2025
Refining CLIP's Spatial Awareness: A Visual-Centric Perspective Congpei Qiu Yanhao Wu Wei Ke Xiuxiu Bai Tong Zhang VLM 44 0 0 03 Apr 2025
OwlSight: A Robust Illumination Adaptation Framework for Dark Video Human Action Recognition Shihao Cheng Jinlu Zhang Yue Liu Zhigang Tu VLM 39 0 0 30 Mar 2025
Dual Degradation-Inspired Deep Unfolding Network for Low-Light Image Enhancement Huake Wang Xingsong Hou Xiaoyang Yan Kaibing Zhang Xiangyong Cao Xueming Qian 90 0 0 03 Jan 2025
Reducing Semantic Ambiguity In Domain Adaptive Semantic Segmentation Via Probabilistic Prototypical Pixel Contrast Xiaoke Hao Shiyu Liu Chuanbo Feng Ye Zhu 23 0 0 27 Sep 2024
Adverse Weather Optical Flow: Cumulative Homogeneous-Heterogeneous Adaptation Hanyu Zhou Yi Chang Zhiwei Shi Wending Yan Gang Chen Yonghong Tian Luxin Yan 18 1 0 25 Sep 2024
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Kerem Cekmeceli Meva Himmetoglu G. I. Tombak A. Susmelj Ertunc Erdil E. Konukoglu MedIm 30 2 0 12 Sep 2024
Finding Meaning in Points: Weakly Supervised Semantic Segmentation for Event Cameras Hoonhee Cho Sung-Hoon Yoon H. Kweon Kuk-Jin Yoon 21 1 0 15 Jul 2024
Pairwise Distance Distillation for Unsupervised Real-World Image Super-Resolution Yuehan Zhang Seungjun Lee Angela Yao 27 1 0 10 Jul 2024
PIG: Prompt Images Guidance for Night-Time Scene Parsing Zhifeng Xie Rui Qiu Sen Wang Xin Tan Yuan Xie Lizhuang Ma 33 2 0 15 Jun 2024
Weakly-Supervised Cross-Domain Segmentation of Electron Microscopy with Sparse Point Annotation Dafei Qiu Shan Xiong Jiajin Yi Jialin Peng 19 1 0 31 Mar 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 19 2 0 09 Feb 2024
Night-Rider: Nocturnal Vision-aided Localization in Streetlight Maps Using Invariant Extended Kalman Filtering Tianxiao Gao Mingle Zhao Chengzhong Xu Hui Kong 19 2 0 01 Feb 2024
Exploring the Common Appearance-Boundary Adaptation for Nighttime Optical Flow Hanyu Zhou Yi Chang Haoyue Liu Wending Yan Yuxing Duan Zhiwei Shi Luxin Yan 29 2 0 31 Jan 2024
Direct Distillation between Different Domains Jialiang Tang Shuo Chen Gang Niu Hongyuan Zhu Joey Tianyi Zhou Chen Gong Masashi Sugiyama 47 3 0 12 Jan 2024
Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation Zhipeng Du Miaojing Shi Jiankang Deng ObjD 18 4 0 02 Dec 2023
DDAM-PS: Diligent Domain Adaptive Mixer for Person Search Mohammed Khaleed Almansoori M. Fiaz Hisham Cholakkal 25 1 0 31 Oct 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 25 10 0 25 Oct 2023
On the Transferability of Learning Models for Semantic Segmentation for Remote Sensing Data Rongjun Qin Guixiang Zhang Yang Tang 17 1 0 16 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 16 5 0 11 Oct 2023
Towards Dynamic and Small Objects Refinement for Unsupervised Domain Adaptative Nighttime Semantic Segmentation Jingyi Pan Sihang Li Yucheng Chen Jinjin Zhu Lin Wang 12 2 0 07 Oct 2023
Heterogeneous Generative Knowledge Distillation with Masked Image Modeling Ziming Wang Shumin Han Xiaodi Wang Jing Hao Xianbin Cao Baochang Zhang VLM 16 0 0 18 Sep 2023
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin Memory Jingyi Zhang Jiaxing Huang Xue-Qiu Jiang Shijian Lu 22 15 0 25 Aug 2023
Understanding Dark Scenes by Contrasting Multi-Modal Observations Xiaoyu Dong Naoto Yokoya 27 5 0 23 Aug 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 18 29 0 29 Jul 2023
Division Gets Better: Learning Brightness-Aware and Detail-Sensitive Representations for Low-Light Image Enhancement Huake Wang Xiaoyang Yan Xingsong Hou Junhui Li Yujie Dun Kaibing Zhang 25 8 0 18 Jul 2023
Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation Run Luo Wenjing Wang Wenhan Yang Jiaying Liu VLM 46 11 0 17 Jul 2023
Deep Transfer Learning for Intelligent Vehicle Perception: a Survey Xinyi Liu Jinlong Li Jin Ma Huiming Sun Zhigang Xu Tianyu Zhang Hongkai Yu 41 22 0 26 Jun 2023
Bilevel Fast Scene Adaptation for Low-Light Image Enhancement Long Ma Dian Jin Nan An Jinyuan Liu Xin-Yue Fan Risheng Liu 30 48 0 02 Jun 2023
Domain-Adaptive Full-Face Gaze Estimation via Novel-View-Synthesis and Feature Disentanglement Jiawei Qin Takuru Shimoyama Xucong Zhang Yusuke Sugano CVBM 17 3 0 25 May 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 37 33 0 24 Mar 2023
Unsupervised Hierarchical Domain Adaptation for Adverse Weather Optical Flow Hanyu Zhou Yi Chang Gang Chen Luxin Yan 11 4 0 24 Mar 2023
Day2Dark: Pseudo-Supervised Activity Recognition beyond Silent Daylight Yunhua Zhang Hazel Doughty Cees G. M. Snoek VLM 31 0 0 05 Dec 2022
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation Lukas Hoyer Dengxin Dai Haoran Wang Luc Van Gool 28 219 0 02 Dec 2022
Unsupervised RGB-to-Thermal Domain Adaptation via Multi-Domain Attention Network L. Gan Connor T. Lee Soon-Jo Chung 23 15 0 09 Oct 2022
GPS-GLASS: Learning Nighttime Semantic Segmentation Using Daytime Video and GPS data H. Lee Changwoo Han Jun-Sang Yoo Seung‐Won Jung 13 10 0 27 Jul 2022
Exploring Generalizable Distillation for Efficient Medical Image Segmentation Xingqun Qi Zhuo Wu Min Ren Muyi Sun Caifeng Shan Zhe Sun 27 3 0 26 Jul 2022
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions David Brüggemann Christos Sakaridis Prune Truong Luc Van Gool 32 60 0 14 Jul 2022
DANNet: A One-Stage Domain Adaptation Network for Unsupervised Nighttime Semantic Segmentation Xinyi Wu Zhenyao Wu Haojie Guo L. Ju Song Wang 97 143 0 22 Apr 2021
Visualizing Adapted Knowledge in Domain Transfer Yunzhong Hou Liang Zheng 111 54 0 20 Apr 2021
Style-Aware Normalized Loss for Improving Arbitrary Style Transfer Jiaxin Cheng Ayush Jaiswal Yue Wu P. Natarajan Premkumar Natarajan 88 43 0 18 Apr 2021