Domain Generalization: A Survey

3 March 2021

Yu Qiao

Papers citing "Domain Generalization: A Survey"

50 / 525 papers shown

Title
TADA: Temporal Adversarial Data Augmentation for Time Series Data Byeong Tak Lee Joon-Myoung Kwon Yong-Yeon Jo TTA 31 0 0 21 Jul 2024
Reshaping the Online Data Buffering and Organizing Mechanism for Continual Test-Time Adaptation Zhilin Zhu Xiaopeng Hong Zhiheng Ma Weijun Zhuang Yaohui Ma Yong Dai Yaowei Wang CLL TTA 35 2 0 12 Jul 2024
C $^3$ DG: Conditional Domain Generalization for Hyperspectral Imagery Classification with Convergence and Constrained-risk Theories Zhe Gao Bin Pan Zhenwei Shi 40 0 0 04 Jul 2024
FDS: Feedback-guided Domain Synthesis with Multi-Source Conditional Diffusion Models for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Moslem Yazdanpanah Ismail Ben Ayed Christian Desrosiers 46 1 0 04 Jul 2024
Domain-independent detection of known anomalies Jonas Buhler Jonas Fehrenbach Lucas Steinmann Christian Nauck Marios Koulakis 26 0 0 03 Jul 2024
A Data-Centric Perspective on Evaluating Machine Learning Models for Tabular Data Andrej Tschalzev Sascha Marton Stefan Lüdtke Christian Bartelt Heiner Stuckenschmidt LMTD 34 4 0 02 Jul 2024
Why does in-context learning fail sometimes? Evaluating in-context learning on open and closed questions Xiang Li Haoran Tang Siyu Chen Ziwei Wang Ryan Chen Marcin Abram LRM 29 1 0 02 Jul 2024
FMSG-JLESS Submission for DCASE 2024 Task4 on Sound Event Detection with Heterogeneous Training Dataset and Potentially Missing Labels Yang Xiao Han Yin Jisheng Bai Rohan Kumar Das 27 3 0 29 Jun 2024
Exclusive Style Removal for Cross Domain Novel Class Discovery Yicheng Wang Feng Liu Junmin Liu Zhen Fang Kai Sun 36 1 0 26 Jun 2024
Minimal Interaction Edge Tuning: A New Paradigm for Visual Adaptation Ningyuan Tang Minghao Fu Jianxin Wu VLM 39 0 0 25 Jun 2024
TSynD: Targeted Synthetic Data Generation for Enhanced Medical Image Classification Joshua Niemeijer J. Ehrhardt H. Uzunova Heinz Handels OOD DiffM MedIm 23 0 0 25 Jun 2024
PathoWAve: A Deep Learning-based Weight Averaging Method for Improving Domain Generalization in Histopathology Images Parastoo Sotoudeh Sharifi M. Omair Ahmad M. N. S. Swamy MoMe OOD 36 0 0 21 Jun 2024
Insect Identification in the Wild: The AMI Dataset Aditya Jain Fagner Cunha M. Bunsen Juan Sebastián Canas L. Pasi ... K. P. McFarland David Roy T. Høye Maxim Larrivée David Rolnick 26 3 0 18 Jun 2024
What Does Softmax Probability Tell Us about Classifiers Ranking Across Diverse Test Conditions? Weijie Tu Weijian Deng Liang Zheng Tom Gedeon 37 0 0 14 Jun 2024
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 33 0 0 13 Jun 2024
OT-VP: Optimal Transport-guided Visual Prompting for Test-Time Adaptation Yunbei Zhang Akshay Mehra Jihun Hamm VLM 34 2 0 12 Jun 2024
Optimal Gait Design for a Soft Quadruped Robot via Multi-fidelity Bayesian Optimization Kaige Tan Xuezhi Niu Qinglei Ji Lei Feng Martin Törngren 39 1 0 11 Jun 2024
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: Progress and Challenges Ping Liu Qiqi Tao Joey Tianyi Zhou 50 0 0 11 Jun 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations Peng Xia Ming Hu Feilong Tang Wenxue Li Wenhao Zheng Lie Ju Peibo Duan Huaxiu Yao Zongyuan Ge OOD 45 8 0 10 Jun 2024
Domain Generalization Guided by Large-Scale Pre-Trained Priors Zongbin Wang Bin Pan Shiyu Shen Tianyang Shi Zhenwei Shi AI4CE 26 0 0 09 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation Yuxiang Ji Boyong He Chenyuan Qu Zhuoyue Tan Chuan Qin Liaoni Wu 37 2 0 02 Jun 2024
Towards a Better Evaluation of Out-of-Domain Generalization Duhun Hwang Suhyun Kang Moonjung Eo Jimyeong Kim Wonjong Rhee 53 0 0 30 May 2024
Unbiased Faster R-CNN for Single-source Domain Generalized Object Detection Yajing Liu Shijun Zhou Xiyao Liu Chunhui Hao Baojie Fan Jiandong Tian ObjD 39 10 0 24 May 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment M. S. Danish Muhammad Haris Khan Muhammad Akhtar Munir M. Sarfraz Mohsen Ali ObjD 35 10 0 23 May 2024
Statistical Advantages of Perturbing Cosine Router in Mixture of Experts Huy Le Nguyen Pedram Akbarian Trang Pham Trang Nguyen Shujian Zhang Nhat Ho MoE 51 2 0 23 May 2024
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Zheyuan Zhang Elif Keles Gorkem Durak Yavuz Taktak Onkar Susladkar ... Cemal Yazici T. Tirkes B. Turkbey Michael B. Wallace Ulas Bagci OOD 23 0 0 20 May 2024
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning Guanglin Zhou Zhongyi Han Shiming Chen Biwei Huang Liming Zhu Salman Khan Xin Gao Lina Yao VLM 44 2 0 20 May 2024
Domain Generalization for Zero-calibration BCIs with Knowledge Distillation-based Phase Invariant Feature Extraction Zilin Liang Zheng Zheng Weihai Chen Xinzhi Ma Zhongcai Pei Xiantao Sun OOD 26 1 0 18 May 2024
Optimal Aggregation of Prediction Intervals under Unsupervised Domain Shift Jiawei Ge Debarghya Mukherjee Jianqing Fan 26 1 0 16 May 2024
Detecting Domain Shift in Multiple Instance Learning for Digital Pathology Using Fréchet Domain Distance Milda Pocevičiūtė Gabriel Eilertsen Stina Garvin Claes Lundström 34 5 0 16 May 2024
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment Weiqin Chuah Ruwan Tennakoon A. Bab-Hadiashar 21 1 0 12 May 2024
Stability Evaluation via Distributional Perturbation Analysis Jose H. Blanchet Peng Cui Jiajin Li Jiashuo Liu 36 0 0 06 May 2024
Adapting to Distribution Shift by Visual Domain Prompt Generation Zhixiang Chi Li Gu Tao Zhong Huan Liu Yuanhao Yu Konstantinos N Plataniotis Yang Wang VLM OOD 31 7 0 05 May 2024
RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation Heng Li Haojin Li Jianyu Chen Zhongxi Qiu Huazhu Fu Lidai Wang Yan Hu Jiang-Dong Liu OOD 38 2 0 02 May 2024
Soft Prompt Generation for Domain Generalization Shuanghao Bai Yuedi Zhang Wanqi Zhou Zhirong Luan Badong Chen VLM 39 3 0 30 Apr 2024
Multimodal 3D Object Detection on Unseen Domains Deepti Hegde Suhas Lohit Kuan-Chuan Peng Michael J. Jones Vishal M. Patel 3DPC 45 2 0 17 Apr 2024
Exploring the Transferability of Visual Prompting for Multimodal Large Language Models Yichi Zhang Yinpeng Dong Siyuan Zhang Tianzan Min Hang Su Jun Zhu LRM VLM 44 5 0 17 Apr 2024
LMEraser: Large Model Unlearning through Adaptive Prompt Tuning Jie Xu Zihan Wu Cong Wang Xiaohua Jia MU 23 1 0 17 Apr 2024
Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation Yeonguk Yu Sungho Shin S. Back Minhwan Ko Sangjun Noh Kyoobin Lee TTA OOD 34 4 0 17 Apr 2024
Counteracting Concept Drift by Learning with Future Malware Predictions B. Bosanský Lada Hospodkova Michal Najman M. Rigaki E. Babayeva Viliam Lisý AAML 22 1 0 14 Apr 2024
Transfer Learning Study of Motion Transformer-based Trajectory Predictions Lars Ullrich Alex McMaster Knut Graichen 38 3 0 12 Apr 2024
Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis Maged Shoman Dongdong Wang Armstrong Aboah Mohamed Abdel-Aty 32 13 0 12 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Xiangtai Li Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 51 9 0 11 Apr 2024
Unified Entropy Optimization for Open-Set Test-Time Adaptation Zhengqing Gao Xu-Yao Zhang Cheng-Lin Liu TTA 37 4 0 09 Apr 2024
UniMix: Towards Domain Adaptive and Generalizable LiDAR Semantic Segmentation in Adverse Weather Haimei Zhao Jing Zhang Zhuo Chen Shanshan Zhao Dacheng Tao 24 10 0 08 Apr 2024
Domain Generalisation via Imprecise Learning Anurag Singh Siu Lun Chau S. Bouabid Krikamol Muandet AI4CE OOD 38 5 0 06 Apr 2024
Domain Generalization through Meta-Learning: A Survey Arsham Gholamzadeh Khoee Yinan Yu R. Feldt AI4CE OOD 35 15 0 03 Apr 2024
Prompt Learning via Meta-Regularization Jinyoung Park Juyeon Ko Hyunwoo J. Kim VLM VPVLM 37 14 0 01 Apr 2024
Multi-channel Time Series Decomposition Network For Generalizable Sensor-Based Activity Recognition Jianguo Pan Zhengxin Hu Lingdun Zhang Xia Cai AI4TS 19 2 0 28 Mar 2024
Advancing Extrapolative Predictions of Material Properties through Learning to Learn Kohei Noda Araki Wakiuchi Yoshihiro Hayashi Ryo Yoshida AI4CE 38 0 0 25 Mar 2024