DGMamba: Domain Generalization via Generalized State Space Model

11 April 2024

Papers citing "DGMamba: Domain Generalization via Generalized State Space Model"

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Title
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 257 686 0 31 Dec 2024
DG-PIC: Domain Generalized Point-In-Context Learning for Point Cloud Understanding Jincen Jiang Qianyu Zhou Yuhang Li Xuequan Lu Meili Wang Lizhuang Ma Jian Chang Jian Jun Zhang OOD 88 13 0 11 Jul 2024
Adversarial Attacks on Both Face Recognition and Face Anti-spoofing Models Fengfan Zhou Qianyu Zhou Hefei Ling Xuequan Lu AAML 96 3 0 27 May 2024
MambaAD: Exploring State Space Models for Multi-class Unsupervised Anomaly Detection Haoyang He Yuhu Bai Jiangning Zhang Qingdong He Hongxu Chen Zhenye Gan Chengjie Wang Xiangtai Li Guanzhong Tian Lei Xie Mamba 116 41 0 09 Apr 2024
Test-Time Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Shouhong Ding Lizhuang Ma TTA CVBM OOD 74 23 0 28 Mar 2024
H-vmunet: High-order Vision Mamba UNet for Medical Image Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 58 33 0 20 Mar 2024
VideoMamba: State Space Model for Efficient Video Understanding Kunchang Li Xinhao Li Yi Wang Yinan He Yali Wang Limin Wang Yu Qiao Mamba 54 203 0 11 Mar 2024
Point Cloud Mamba: Point Cloud Learning via State Space Model Tao Zhang Xiangtai Li Haobo Yuan Shunping Ji Shuicheng Yan 77 20 0 01 Mar 2024
Mamba-UNet: UNet-Like Pure Visual Mamba for Medical Image Segmentation Ziyang Wang Jian-Qing Zheng Yichi Zhang Ge Cui Lei Li Mamba 78 135 0 07 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 91 155 0 05 Feb 2024
OMG-Seg: Is One Model Good Enough For All Segmentation? Xiangtai Li Haobo Yuan Wei Li Henghui Ding Size Wu Wenwei Zhang Yining Li Kai Chen Chen Change Loy VLM MLLM ViT 113 59 0 18 Jan 2024
Vision Mamba: Efficient Visual Representation Learning with Bidirectional State Space Model Lianghui Zhu Bencheng Liao Qian Zhang Xinlong Wang Wenyu Liu Xinggang Wang Mamba 94 768 0 17 Jan 2024
BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model Yiran Song Qianyu Zhou Hefei Ling Deng-Ping Fan Xuequan Lu Lizhuang Ma VLM 70 14 0 04 Jan 2024
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Albert Gu Tri Dao Mamba 143 2,670 0 01 Dec 2023
Rethinking Domain Generalization: Discriminability and Generalizability Shaocong Long Qianyu Zhou Chenhao Ying Lizhuang Ma Yuan Luo OOD AI4CE 86 13 0 28 Sep 2023
Diverse Target and Contribution Scheduling for Domain Generalization Shaocong Long Qianyu Zhou Soham Dan Lizhuang Ma Yuan Luo 123 8 0 28 Sep 2023
DomainDrop: Suppressing Domain-Sensitive Channels for Domain Generalization Jintao Guo Lei Qi Yinghuan Shi OOD 101 22 0 20 Aug 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 110 144 0 28 Jun 2023
AdaNPC: Exploring Non-Parametric Classifier for Test-Time Adaptation Yi-Fan Zhang Xue Wang Kexin Jin Kun Yuan Zhang Zhang Liang Wang Rong Jin Tien-Ping Tan TTA OOD 56 43 0 25 Apr 2023
Instance-Aware Domain Generalization for Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Xuequan Lu Ran Yi Shouhong Ding Lizhuang Ma OOD 78 47 0 12 Apr 2023
TFS-ViT: Token-Level Feature Stylization for Domain Generalization Mehrdad Noori Milad Cheraghalikhani Ali Bahri G. A. V. Hakim David Osowiechi Ismail Ben Ayed Christian Desrosiers 54 11 0 28 Mar 2023
Sharpness-Aware Gradient Matching for Domain Generalization Pengfei Wang Zhaoxiang Zhang Zhen Lei Lei Zhang 51 94 0 18 Mar 2023
Masked Images Are Counterfactual Samples for Robust Fine-tuning Yao Xiao Ziyi Tang Pengxu Wei Cong Liu Liang Lin 96 17 0 06 Mar 2023
Free Lunch for Domain Adversarial Training: Environment Label Smoothing Yifan Zhang Xue Wang Jian Liang Zhang Zhang Liangsheng Wang Rong Jin Tien-Ping Tan 79 43 0 01 Feb 2023
Rethinking Mobile Block for Efficient Attention-based Models Jiangning Zhang Xiangtai Li Jian Li Liang Liu Zhucun Xue Boshen Zhang Zhe Jiang Tianxin Huang Yabiao Wang Chengjie Wang MQ 84 100 0 03 Jan 2023
Style-Hallucinated Dual Consistency Learning: A Unified Framework for Visual Domain Generalization Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 76 31 0 18 Dec 2022
Mix and Reason: Reasoning over Semantic Topology with Data Mixing for Domain Generalization Chaoqi Chen Luyao Tang Feng Liu Gangming Zhao Yue Huang Yizhou Yu 84 32 0 14 Oct 2022
Prompt Vision Transformer for Domain Generalization Zangwei Zheng Xiangyu Yue Kai Wang Yang You VLM VPVLM MDE 106 53 0 18 Aug 2022
Domain-Specific Risk Minimization for Out-of-Distribution Generalization Yi-Fan Zhang Jindong Wang Jian Liang Zhang Zhang Baosheng Yu Liangdao Wang Dacheng Tao Xingxu Xie OOD 65 17 0 18 Aug 2022
Semantic Data Augmentation based Distance Metric Learning for Domain Generalization Mengzhu Wang Jianlong Yuan Qi Qian Zhibin Wang Hao Li 149 30 0 02 Aug 2022
Self-Distilled Vision Transformer for Domain Generalization M. Sultana Muzammal Naseer Muhammad Haris Khan Salman Khan Fahad Shahbaz Khan ViT 28 31 0 25 Jul 2022
Adaptive Mixture of Experts Learning for Generalizable Face Anti-Spoofing Qianyu Zhou Ke-Yue Zhang Taiping Yao Ran Yi Shouhong Ding Lizhuang Ma OOD CVBM 41 49 0 20 Jul 2022
Causal Discovery in Heterogeneous Environments Under the Sparse Mechanism Shift Hypothesis Ronan Perry Julius von Kügelgen Bernhard Schölkopf 89 49 0 04 Jun 2022
Diagonal State Spaces are as Effective as Structured State Spaces Ankit Gupta Albert Gu Jonathan Berant 111 305 0 27 Mar 2022
Domain Generalization via Shuffled Style Assembly for Face Anti-Spoofing Zhuo Wang Zezheng Wang Zitong Yu Weihong Deng Jiahong Li Tingting Gao Zhong Wang CVBM 71 125 0 10 Mar 2022
How Do Vision Transformers Work? Namuk Park Songkuk Kim ViT 75 479 0 14 Feb 2022
TransVOD: End-to-End Video Object Detection with Spatial-Temporal Transformers Qianyu Zhou Hefei Ling Lu He Li Niu Guangliang Cheng Yunhai Tong Lizhuang Ma Liqing Zhang ViT 78 137 0 13 Jan 2022
Towards Principled Disentanglement for Domain Generalization Hanlin Zhang Yi-Fan Zhang Weiyang Liu Adrian Weller Bernhard Schölkopf Eric Xing OOD 79 117 0 27 Nov 2021
Domain Adaptive Semantic Segmentation via Regional Contrastive Consistency Regularization Qianyu Zhou Chuyu Zhuang Ran Yi Xuequan Lu Lizhuang Ma 119 26 0 11 Oct 2021
Feature Stylization and Domain-aware Contrastive Learning for Domain Generalization Seogkyu Jeon Kibeom Hong Pilhyeon Lee Jewook Lee H. Byun OOD 81 79 0 19 Aug 2021
PIT: Position-Invariant Transform for Cross-FoV Domain Adaptation Qiqi Gu Qianyu Zhou Minghao Xu Zhengyang Feng Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma ViT 59 43 0 16 Aug 2021
Context-Aware Mixup for Domain Adaptive Semantic Segmentation Qianyu Zhou Zhengyang Feng Qiqi Gu Jiangmiao Pang Guangliang Cheng Xuequan Lu Jianping Shi Lizhuang Ma 115 131 0 08 Aug 2021
Self-Adversarial Disentangling for Specific Domain Adaptation Qianyu Zhou Qiqi Gu Jiangmiao Pang Xuequan Lu Lizhuang Ma 101 49 0 08 Aug 2021
MixStyle Neural Networks for Domain Generalization and Adaptation Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang OOD TTA 64 81 0 05 Jul 2021
Delving Deep into the Generalization of Vision Transformers under Distribution Shifts Chongzhi Zhang Mingyuan Zhang Shanghang Zhang Daisheng Jin Qiang-feng Zhou Zhongang Cai Haiyu Zhao Xianglong Liu Ziwei Liu 59 105 0 14 Jun 2021
Partial success in closing the gap between human and machine vision Robert Geirhos Kantharaju Narayanappa Benjamin Mitzkus Tizian Thieringer Matthias Bethge Felix Wichmann Wieland Brendel VLM AAML 74 229 0 14 Jun 2021
A Fourier-based Framework for Domain Generalization Qinwei Xu Ruipeng Zhang Ya Zhang Yanfeng Wang Qi Tian OOD 123 439 0 24 May 2021
End-to-End Video Object Detection with Spatial-Temporal Transformers Lu He Qianyu Zhou Hefei Ling Li Niu Guangliang Cheng Xiao Li Wenxuan Liu Yu Tong Lizhuang Ma Liqing Zhang ViT 100 97 0 23 May 2021
SelfReg: Self-supervised Contrastive Regularization for Domain Generalization Daehee Kim Seunghyun Park Jinkyu Kim Jaekoo Lee OOD SSL 115 270 0 20 Apr 2021
Domain Generalization with MixStyle Kaiyang Zhou Yongxin Yang Yu Qiao Tao Xiang 138 756 0 05 Apr 2021