Learning to Learn Single Domain Generalization

30 March 2020

Papers citing "Learning to Learn Single Domain Generalization"

50 / 261 papers shown

Title
Domain Generalizable Person Search Using Unreal Dataset Minyoung Oh Duhyun Kim Jae-Young Sim OOD 29 2 0 31 Mar 2024
SelfReplay: Adapting Self-Supervised Sensory Models via Adaptive Meta-Task Replay Hyungjun Yoon Jaehyun Kwak Biniyam Aschalew Tolera Gaole Dai Mo Li Taesik Gong Kimin Lee Sung-Ju Lee SSL VLM 39 0 0 29 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 31 4 0 25 Mar 2024
ConDiSR: Contrastive Disentanglement and Style Regularization for Single Domain Generalization Aleksandr Matsun Numan Saeed F. Maani Mohammad Yaqub OOD 113 1 0 14 Mar 2024
Single Domain Generalization for Crowd Counting Zhuoxuan Peng S.-H. Gary Chan 23 7 0 14 Mar 2024
Uncertainty-guided Contrastive Learning for Single Source Domain Generalisation Anastasios Arsenos D. Kollias Evangelos Petrongonas Christos Skliros Stefanos D. Kollias 33 13 0 12 Mar 2024
Unknown Domain Inconsistency Minimization for Domain Generalization Seungjae Shin Heesun Bae Byeonghu Na Yoon-Yeong Kim Il-Chul Moon 25 1 0 12 Mar 2024
Domain Adversarial Active Learning for Domain Generalization Classification Jianting Chen Ling Ding Yunxiao Yang Zaiyuan Di Yang Xiang OOD 32 0 0 10 Mar 2024
Beyond Finite Data: Towards Data-free Out-of-distribution Generalization via Extrapolation Yijiang Li Sucheng Ren Weipeng Deng Yuzhi Xu Ying Gao Edith Ngai Haohan Wang OOD 33 1 0 08 Mar 2024
Overcoming Data Inequality across Domains with Semi-Supervised Domain Generalization Jinha Park Won-Yong Cho Taesup Kim 32 0 0 08 Mar 2024
Prompt-Driven Dynamic Object-Centric Learning for Single Domain Generalization Deng Li Aming Wu Yaowei Wang Yahong Han OOD VLM 24 9 0 28 Feb 2024
A Comprehensive Review of Machine Learning Advances on Data Change: A Cross-Field Perspective Jeng-Lin Li Chih-Fan Hsu Ming-Ching Chang Wei-Chao Chen OOD 38 2 0 20 Feb 2024
GOOD: Towards Domain Generalized Orientated Object Detection Qi Bi Beichen Zhou Jingjun Yi Wei Ji Haolan Zhan Gui-Song Xia ObjD OOD 74 2 0 20 Feb 2024
Learning Conditional Invariances through Non-Commutativity Abhra Chaudhuri Serban Georgescu Anjan Dutta 52 0 0 18 Feb 2024
Phrase Grounding-based Style Transfer for Single-Domain Generalized Object Detection Hao Li Wei Wang Cong Wang Zhigang Luo Xinwang Liu KenLi Li Xiaochun Cao ObjD 29 0 0 02 Feb 2024
HCVP: Leveraging Hierarchical Contrastive Visual Prompt for Domain Generalization Guanglin Zhou Zhongyi Han Shiming Chen Biwei Huang Liming Zhu Tongliang Liu Lina Yao Kun Zhang 32 3 0 18 Jan 2024
Data Augmentation Techniques for Cross-Domain WiFi CSI-based Human Activity Recognition Julian Strohmayer Martin Kampel 14 3 0 01 Jan 2024
AdvST: Revisiting Data Augmentations for Single Domain Generalization Guangtao Zheng Mengdi Huai Aidong Zhang 30 14 0 20 Dec 2023
Collaborating Foundation Models for Domain Generalized Semantic Segmentation Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière 20 12 0 15 Dec 2023
A Simple Recipe for Language-guided Domain Generalized Segmentation Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Patrick Pérez Raoul de Charette VLM 23 14 0 29 Nov 2023
HD Maps are Lane Detection Generalizers: A Novel Generative Framework for Single-Source Domain Generalization Daeun Lee Minhyeok Heo Jiwon Kim 20 0 0 28 Nov 2023
MetaDefa: Meta-learning based on Domain Enhancement and Feature Alignment for Single Domain Generalization Can Sun Hao Zheng Zhigang Hu Liu Yang Meiguang Zheng Bo Xu 16 0 0 27 Nov 2023
C-SAW: Self-Supervised Prompt Learning for Image Generalization in Remote Sensing Avigyan Bhattacharya Mainak Singha Ankit Jha Biplab Banerjee SSL VLM 19 6 0 27 Nov 2023
DoubleAUG: Single-domain Generalized Object Detector in Urban via Color Perturbation and Dual-style Memory Lei Qi Peng Dong Tan Xiong Hui Xue Xin Geng 33 4 0 22 Nov 2023
Gradient-Map-Guided Adaptive Domain Generalization for Cross Modality MRI Segmentation Bingnan Li Zhitong Gao Xuming He MedIm OOD 24 2 0 16 Nov 2023
MADG: Margin-based Adversarial Learning for Domain Generalization Aveen Dayal B. VimalK. Linga Reddy Cenkeramaddi C. K. Mohan Abhinav Kumar Vineeth N. Balasubramanian OOD AAML 24 63 0 14 Nov 2023
From Denoising Training to Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation Ruxue Wen Hangjie Yuan Dong Ni Wenbo Xiao Yaoyao Wu OOD 19 12 0 31 Oct 2023
In Search of Lost Online Test-time Adaptation: A Survey Zixin Wang Yadan Luo Liang Zheng Zhuoxiao Chen Sen Wang Zi Huang 32 15 0 31 Oct 2023
Diversifying Spatial-Temporal Perception for Video Domain Generalization Kun-Yu Lin Jia-Run Du Yipeng Gao Jiaming Zhou Wei-Shi Zheng 42 14 0 27 Oct 2023
Bayesian Domain Invariant Learning via Posterior Generalization of Parameter Distributions Shiyu Shen Bin Pan Tianyang Shi Tao Li Zhenwei Shi BDL OOD 21 1 0 25 Oct 2023
Robust and Interpretable Medical Image Classifiers via Concept Bottleneck Models An Yan Yu-Xiang Wang Yiwu Zhong Zexue He Petros Karypis ... Chengyu Dong Amilcare Gentili Chun-Nan Hsu Jingbo Shang Julian McAuley 27 30 0 04 Oct 2023
Towards Domain-Specific Features Disentanglement for Domain Generalization Hao Chen Qi Zhang Zenan Huang Haobo Wang Jun Zhao OOD 43 1 0 04 Oct 2023
Prompting-based Temporal Domain Generalization Sepidehsadat Hosseini Mengyao Zhai Hossein Hajimirsadegh Frederick Tung AI4TS AI4CE OOD 20 0 0 03 Oct 2023
CODA: Temporal Domain Generalization via Concept Drift Simulator Chia-Yuan Chang Yu-Neng Chuang Zhimeng Jiang Kwei-Herng Lai Anxiao Jiang Na Zou OOD 13 4 0 02 Oct 2023
Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders Sharon Chokuwa M. H. Khan 23 5 0 20 Sep 2023
Towards Artificial General Intelligence (AGI) in the Internet of Things (IoT): Opportunities and Challenges Fei Dou Jin Ye Geng Yuan Qin Lu Wei Niu ... Hongyue Sun Yunli Shao Changying Li Tianming Liu Wenzhan Song AI4CE 21 29 0 14 Sep 2023
Exploring Robust Features for Improving Adversarial Robustness Hong Wang Yuefan Deng Shinjae Yoo Yuewei Lin AAML 21 4 0 09 Sep 2023
Domain Generalization via Balancing Training Difficulty and Model Capability Xue-Qiu Jiang Jiaxing Huang Sheng Jin Shijian Lu 18 13 0 02 Sep 2023
DARC: Distribution-Aware Re-Coloring Model for Generalizable Nucleus Segmentation Shengcong Chen Changxing Ding Dacheng Tao Hao Chen 25 1 0 01 Sep 2023
3D Adversarial Augmentations for Robust Out-of-Domain Predictions Alexander Lehner Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 3DPC 23 7 0 29 Aug 2023
iBARLE: imBalance-Aware Room Layout Estimation Taotao Jing Lichen Wang Naji Khosravan Zhiqiang Wan Zachary Bessinger Zhengming Ding S. B. Kang 40 1 0 29 Aug 2023
Generalized Lightness Adaptation with Channel Selective Normalization Mingde Yao Jie Huang Xin Jin Ruikang Xu Shenglong Zhou Man Zhou Zhiwei Xiong 38 13 0 26 Aug 2023
A Re-Parameterized Vision Transformer (ReVT) for Domain-Generalized Semantic Segmentation Jan-Aike Termöhlen Tim Bartels Tim Fingscheidt ViT 19 6 0 25 Aug 2023
Trustworthy Representation Learning Across Domains Ronghang Zhu Dongliang Guo Daiqing Qi Zhixuan Chu Xiang Yu Sheng R. Li FaML AI4TS 31 2 0 23 Aug 2023
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation Miaoyu Li Yachao Zhang Xu Ma Yanyun Qu Yun Fu 28 11 0 12 Aug 2023
AFN: Adaptive Fusion Normalization via an Encoder-Decoder Framework Zikai Zhou Shuo Zhang Ziruo Wang Huanran Chen AI4CE 19 3 0 07 Aug 2023
A Novel Cross-Perturbation for Single Domain Generalization Dongjia Zhao Lei Qi Xiao Shi Yinghuan Shi Xin Geng 26 2 0 02 Aug 2023
PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization Junhyeong Cho Gilhyun Nam Sungyeon Kim Hunmin Yang Suha Kwak VLM OOD TTA 19 48 0 27 Jul 2023
Topology-aware Robust Optimization for Out-of-distribution Generalization Fengchun Qiao Xi Peng 25 9 0 26 Jul 2023
Cross Contrasting Feature Perturbation for Domain Generalization Chenming Li Daoan Zhang Wen-Fong Huang Jiang Zhang OOD 21 17 0 24 Jul 2023