Domain Generalization with MixStyle

5 April 2021

Yu Qiao

Papers citing "Domain Generalization with MixStyle"

50 / 426 papers shown

Title
Tri-Level Navigator: LLM-Empowered Tri-Level Learning for Time Series OOD Generalization Chengtao Jian Kai Yang Yang Jiao AI4TS 37 3 0 09 Oct 2024
QT-DoG: Quantization-aware Training for Domain Generalization Saqib Javed Hieu Le Mathieu Salzmann OOD MQ 30 1 0 08 Oct 2024
Meta-TTT: A Meta-learning Minimax Framework For Test-Time Training Chen Tao Li Shen Soumik Mondal 28 0 0 02 Oct 2024
OSSA: Unsupervised One-Shot Style Adaptation Robin Gerster Holger Caesar Matthias Rapp Alexander Wolpert Michael Teutsch VLM 36 0 0 01 Oct 2024
Bridging OOD Detection and Generalization: A Graph-Theoretic View Han Wang Yixuan Li CML 39 0 0 26 Sep 2024
Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation Zhikai Wei Wenhui Dong Peilin Zhou Yuliang Gu Zhou Zhao Yongchao Xu VLM MedIm 24 3 0 19 Sep 2024
DICS: Find Domain-Invariant and Class-Specific Features for Out-of-Distribution Generalization Qiaowei Miao Yawei Luo Yi Yang OOD OODD 34 1 0 13 Sep 2024
Open-Set Deepfake Detection: A Parameter-Efficient Adaptation Method with Forgery Style Mixture Chenqi Kong Anwei Luo Peijun Bao Haoliang Li Renjie Wan Zengwei Zheng Anderson de Rezende Rocha Alex C. Kot AAML 34 3 0 23 Aug 2024
StylePrompter: Enhancing Domain Generalization with Test-Time Style Priors Jiao Zhang Jian Xu Xu-Yao Zhang Cheng-Lin Liu VLM OOD 24 0 0 17 Aug 2024
Out-of-Distribution Learning with Human Feedback Haoyue Bai Xuefeng Du Katie Rainey Shibin Parameswaran Yixuan Li OODD 26 3 0 14 Aug 2024
Boosting Unconstrained Face Recognition with Targeted Style Adversary Mohammad Saeed Ebrahimi Saadabadi Sahar Rahimi Malakshan Seyed Rasoul Hosseini Nasser M. Nasrabadi CVBM 36 0 0 14 Aug 2024
Rethinking the Key Factors for the Generalization of Remote Sensing Stereo Matching Networks Liting Jiang Feng Wang Wenyi Zhang Peifeng Li H. You Yuming Xiang OOD 31 1 0 14 Aug 2024
HiLo: A Learning Framework for Generalized Category Discovery Robust to Domain Shifts Hongjun Wang S. Vaze Kai Han 74 4 0 08 Aug 2024
Personalizing Federated Instrument Segmentation with Visual Trait Priors in Robotic Surgery Jialang Xu Jiacheng Wang Lequan Yu Danail Stoyanov Yueming Jin E. Mazomenos 42 2 0 06 Aug 2024
Learn to Preserve and Diversify: Parameter-Efficient Group with Orthogonal Regularization for Domain Generalization Jiajun Hu Jian Zhang Lei Qi Yinghuan Shi Yang Gao OOD 40 4 0 21 Jul 2024
CycleMix: Mixing Source Domains for Domain Generalization in Style-Dependent Data Aristotelis Ballas Christos Diou OOD 46 0 0 18 Jul 2024
Unity in Diversity: Multi-expert Knowledge Confrontation and Collaboration for Generalizable Vehicle Re-identification Zhenyu Kuang Hongyang Zhang Lidong Cheng Yinhao Liu Yue Huang Xinghao Ding Xinghao Ding Huafeng Li 38 0 0 10 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 51 1 0 04 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
Word Matters: What Influences Domain Adaptation in Summarization? Yinghao Li Siyu Miao Heyan Huang Yang Gao 46 3 0 21 Jun 2024
FIESTA: Fourier-Based Semantic Augmentation with Uncertainty Guidance for Enhanced Domain Generalizability in Medical Image Segmentation Kwanseok Oh Eunjin Jeon Da-Woon Heo Yooseung Shin Heung-Il Suk 58 1 0 20 Jun 2024
Fine-Grained Domain Generalization with Feature Structuralization Wenlong Yu Dongyue Chen Qilong Wang Qinghua Hu 36 0 0 13 Jun 2024
Explore-Go: Leveraging Exploration for Generalisation in Deep Reinforcement Learning Max Weltevrede Felix Kaubek M. Spaan Wendelin Bohmer 57 0 0 12 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 55 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
Domain Agnostic Conditional Invariant Predictions for Domain Generalization Zongbin Wang Bin Pan Zhenwei Shi OOD 45 0 0 09 Jun 2024
Complex Style Image Transformations for Domain Generalization in Medical Images Nikolaos Spanos Anastasios Arsenos P. Theofilou Paraskevi Tzouveli Athanasios Voulodimos Stefanos D. Kollias OOD MedIm 32 0 0 01 Jun 2024
StyDeSty: Min-Max Stylization and Destylization for Single Domain Generalization Songhua Liu Xin Jin Xingyi Yang Jingwen Ye Xinchao Wang OOD 51 1 0 01 Jun 2024
Domain-Inspired Sharpness-Aware Minimization Under Domain Shifts Ruipeng Zhang Ziqing Fan Jiangchao Yao Ya Zhang Yanfeng Wang 38 7 0 29 May 2024
Learning to Detour: Shortcut Mitigating Augmentation for Weakly Supervised Semantic Segmentation Junehyoung Kwon Eunju Lee Yunsung Cho Youngbin Kim 51 4 0 28 May 2024
Grounding Stylistic Domain Generalization with Quantitative Domain Shift Measures and Synthetic Scene Images Yiran Luo Joshua Forster Feinglass Tejas Gokhale Kuan-Cheng Lee Chitta Baral Yezhou Yang 37 0 0 24 May 2024
Cross-Domain Feature Augmentation for Domain Generalization Yingnan Liu Yingtian Zou Rui Qiao Fusheng Liu M. Lee W. Hsu OOD 46 4 0 14 May 2024
RepAugment: Input-Agnostic Representation-Level Augmentation for Respiratory Sound Classification June-Woo Kim Miika Toikkanen Sangmin Bae Minseok Kim Ho-Young Jung 38 5 0 05 May 2024
Style Adaptation for Domain-adaptive Semantic Segmentation Ting Li Jianshu Chao Deyu An 37 1 0 25 Apr 2024
From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition Anjith George S´ebastien Marcel 19 2 0 22 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 39 4 0 17 Apr 2024
Domain-Rectifying Adapter for Cross-Domain Few-Shot Segmentation Jiapeng Su Qi Fan Guangming Lu Fanglin Chen Wenjie Pei 42 5 0 16 Apr 2024
PracticalDG: Perturbation Distillation on Vision-Language Models for Hybrid Domain Generalization Zining Chen Weiqiu Wang Zhaohui Hou Zhicheng Zhao Aidong Men Hongying Meng VLM 37 7 0 13 Apr 2024
NC-TTT: A Noise Contrastive Approach for Test-Time Training David Osowiechi G. A. V. Hakim Mehrdad Noori Milad Cheraghalikhani Ali Bahri Moslem Yazdanpanah Ismail Ben Ayed Christian Desrosiers 30 2 0 12 Apr 2024
DGMamba: Domain Generalization via Generalized State Space Model Shaocong Long Qianyu Zhou Hefei Ling Xuequan Lu Chenhao Ying Yuan Luo Lizhuang Ma Shuicheng Yan 51 9 0 11 Apr 2024
Tuning-Free Adaptive Style Incorporation for Structure-Consistent Text-Driven Style Transfer Yanqi Ge Jiaqi Liu Qingnan Fan Xi Jiang Ye Huang Shuai Qin Hong Gu Wen Li Lixin Duan DiffM 49 1 0 10 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
Unknown Prompt, the only Lacuna: Unveiling CLIP's Potential for Open Domain Generalization Mainak Singha Ankit Jha Shirsha Bose Ashwin Nair Moloud Abdar Biplab Banerjee VLM 60 10 0 31 Mar 2024
GDA: Generalized Diffusion for Robust Test-time Adaptation Yun-Yun Tsai Fu-Chen Chen Albert Y. C. Chen Junfeng Yang Che-Chun Su Min Sun Cheng-Hao Kuo TTA AAML VLM OOD 44 6 0 29 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 44 0 0 29 Mar 2024
DPStyler: Dynamic PromptStyler for Source-Free Domain Generalization Yunlong Tang Yuxuan Wan Lei Qi Xin Geng VLM 38 4 0 25 Mar 2024
Efficiently Assemble Normalization Layers and Regularization for Federated Domain Generalization Khiem Le-Huy Long Ho Cuong D. Do Danh Le-Phuoc Kok-Seng Wong OOD FedML 42 3 0 22 Mar 2024
An Open-World, Diverse, Cross-Spatial-Temporal Benchmark for Dynamic Wild Person Re-Identification Lei Zhang Xiaowei Fu Fuxiang Huang Yi Yang Xinbo Gao VLM 27 4 0 22 Mar 2024
Improving cross-domain brain tissue segmentation in fetal MRI with synthetic data Vladyslav Zalevskyi Thomas Sanchez Margaux Roulet Jordina Aviles Verddera Jana Hutter Hamza Kebiri Meritxell Bach Cuadra 39 3 0 22 Mar 2024
CFPL-FAS: Class Free Prompt Learning for Generalizable Face Anti-spoofing Ajian Liu Shuai Xue Jianwen Gan Jun Wan Yanyan Liang Jiankang Deng Sergio Escalera Zhen Lei VLM 24 25 0 21 Mar 2024