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Multi-Source Domain Adaptation with Mixture of Experts

7 September 2018

Papers citing "Multi-Source Domain Adaptation with Mixture of Experts"

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Title
Point-MoE: Towards Cross-Domain Generalization in 3D Semantic Segmentation via Mixture-of-Experts Xuweiyi Chen Wentao Zhou Aruni RoyChowdhury Zezhou Cheng 3DPC 44 0 0 29 May 2025
Sci-LoRA: Mixture of Scientific LoRAs for Cross-Domain Lay Paraphrasing Ming Cheng Jiaying Gong Hoda Eldardiry AI4CE 38 0 0 24 May 2025
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 485 5 0 10 Mar 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 267 2 0 05 Feb 2025
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 503 0 0 28 Oct 2024
Domain adaptation in small-scale and heterogeneous biological datasets Seyedmehdi Orouji Martin C. Liu T. Korem Megan A. K. Peters 82 8 0 29 May 2024
More is Better: Deep Domain Adaptation with Multiple Sources Sicheng Zhao Hui Chen Hu Huang Pengfei Xu Guiguang Ding 86 6 0 01 May 2024
MoE-FFD: Mixture of Experts for Generalized and Parameter-Efficient Face Forgery Detection Chenqi Kong Anwei Luo Song Xia Yi Yu Haoliang Li Zengwei Zheng Shiqi Wang Alex C. Kot MoE 125 8 0 12 Apr 2024
DA-Net: A Disentangled and Adaptive Network for Multi-Source Cross-Lingual Transfer Learning Ling Ge Chunming Hu Guanghui Ma Jihong Liu Hong Zhang 54 0 0 07 Mar 2024
Domain Generalization via Causal Adjustment for Cross-Domain Sentiment Analysis Siyin Wang Jie Zhou Qin Chen Qi Zhang Tao Gui Xuanjing Huang OOD TTA 72 1 0 22 Feb 2024
BioMistral: A Collection of Open-Source Pretrained Large Language Models for Medical Domains Yanis Labrak Adrien Bazoge Emmanuel Morin P. Gourraud Mickael Rouvier Richard Dufour 215 226 0 15 Feb 2024
What the Weight?! A Unified Framework for Zero-Shot Knowledge Composition Carolin Holtermann Markus Frohmann Navid Rekabsaz Anne Lauscher MoMe 62 5 0 23 Jan 2024
Plug-and-Play Transformer Modules for Test-Time Adaptation Xiangyu Chang Sk. Miraj Ahmed S. Krishnamurthy Başak Güler A. Swami Samet Oymak Amit K. Roy-Chowdhury 120 0 0 06 Jan 2024
Unsupervised Federated Domain Adaptation for Segmentation of MRI Images Navapat Nananukul Hamid Soltanian-zadeh Mohammad Rostami 76 0 0 02 Jan 2024
Multi-source domain adaptation for regression Yujie Wu Giovanni Parmigiani Boyu Ren 108 1 0 09 Dec 2023
Differentiable Weight Masks for Domain Transfer Samarth Khanna Skanda Vaidyanath Akash Velu 66 1 0 26 Aug 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 68 0 0 26 Jul 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 88 8 0 11 Jun 2023
Measuring Your ASTE Models in The Wild: A Diversified Multi-domain Dataset For Aspect Sentiment Triplet Extraction Ting Xu Huiyun Yang Zhanghua Wu Jiaze Chen Fei Zhao Xinyu Dai 79 10 0 27 May 2023
Domain Adaptation for Inertial Measurement Unit-based Human Activity Recognition: A Survey Avijoy Chakma A. Faridee Indrajeet Ghosh Nirmalya Roy 110 4 0 07 Apr 2023
A Data Fusion Framework for Multi-Domain Morality Learning Siyi Guo Negar Mokhberian Kristina Lerman FedML 81 26 0 04 Apr 2023
Approximately optimal domain adaptation with Fisher's Linear Discriminant Hayden S. Helm Ashwin De Silva Joshua T. Vogelstein Carey E. Priebe Weiwei Yang 82 2 0 27 Feb 2023
Modular Deep Learning Jonas Pfeiffer Sebastian Ruder Ivan Vulić Edoardo Ponti MoMe OOD 159 80 0 22 Feb 2023
HMOE: Hypernetwork-based Mixture of Experts for Domain Generalization Jingang Qu T. Faney Zehao Wang Patrick Gallinari Soleiman Yousef J. D. Hemptinne OOD 98 7 0 15 Nov 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 65 50 0 20 Jul 2022
Enhancing Security Patch Identification by Capturing Structures in Commits Bozhi Wu Shangqing Liu Ruitao Feng Xiaofei Xie J. Siow Shang-Wei Lin 48 34 0 19 Jul 2022
Domain Generalization via Selective Consistency Regularization for Time Series Classification Wenyu Zhang Mohamed Ragab Chuan-Sheng Foo OOD AI4TS 111 2 0 16 Jun 2022
DAME: Domain Adaptation for Matching Entities M. Trabelsi J. Heflin Jin Cao 59 11 0 20 Apr 2022
Example-based Hypernetworks for Out-of-Distribution Generalization Tomer Volk Eyal Ben-David Ohad Amosy Gal Chechik Roi Reichart OOD 82 20 0 27 Mar 2022
On Balancing Bias and Variance in Unsupervised Multi-Source-Free Domain Adaptation Maohao Shen Yuheng Bu Greg Wornell 207 16 0 01 Feb 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers Payam Karisani 58 5 0 28 Jan 2022
FastSurferVINN: Building Resolution-Independence into Deep Learning Segmentation Methods -- A Solution for HighRes Brain MRI Leonie Henschel David Kügler M. Reuter 137 46 0 17 Dec 2021
Diverse Distributions of Self-Supervised Tasks for Meta-Learning in NLP Trapit Bansal K. Gunasekaran Tong Wang Tsendsuren Munkhdalai Andrew McCallum SSL OOD 96 20 0 02 Nov 2021
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 80 34 0 30 Sep 2021
AIREX: Neural Network-based Approach for Air Quality Inference in Unmonitored Cities Yuya Sasaki Kei Harada Shohei Yamasaki Makoto Onizuka 16 2 0 16 Aug 2021
DEMix Layers: Disentangling Domains for Modular Language Modeling Suchin Gururangan Michael Lewis Ari Holtzman Noah A. Smith Luke Zettlemoyer KELM MoE 110 138 0 11 Aug 2021
T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation Ruihuang Li Xu Jia Jianzhong He Shuaijun Chen Q. Hu 56 38 0 30 Jul 2021
Ensemble Learning-Based Approach for Improving Generalization Capability of Machine Reading Comprehension Systems Razieh Baradaran Hossein Amirkhani 70 16 0 01 Jul 2021
Multi-Source domain adaptation via supervised contrastive learning and confident consistency regularization Marin Scalbert Maria Vakalopoulou Florent Couzinié-Devy 79 19 0 30 Jun 2021
Secure Domain Adaptation with Multiple Sources Serban Stan Mohammad Rostami 75 13 0 23 Jun 2021
Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification Binzong Geng Min Yang Fajie Yuan Shupeng Wang Xiang Ao Ruifeng Xu CLL 69 19 0 21 Jun 2021
NeuraCrypt: Hiding Private Health Data via Random Neural Networks for Public Training Adam Yala H. Esfahanizadeh Rafael G. L. DÓliveira K. Duffy M. Ghobadi Tommi Jaakkola Vinod Vaikuntanathan Regina Barzilay Muriel Médard OOD FedML 65 22 0 04 Jun 2021
AdaTag: Multi-Attribute Value Extraction from Product Profiles with Adaptive Decoding Jun Yan Nasser Zalmout Yan Liang Christan Earl Grant Xiang Ren Xin Luna Dong 57 55 0 04 Jun 2021
Generalizable Person Re-identification with Relevance-aware Mixture of Experts Yongxing Dai Xiaotong Li Jun Liu Zekun Tong Ling-yu Duan OOD 71 128 0 19 May 2021
Learning to Share by Masking the Non-shared for Multi-domain Sentiment Classification Jianhua Yuan Yanyan Zhao Bing Qin Ting Liu 73 17 0 17 Apr 2021
Cross-Domain Label-Adaptive Stance Detection Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 92 73 0 15 Apr 2021
UDALM: Unsupervised Domain Adaptation through Language Modeling Constantinos F. Karouzos Georgios Paraskevopoulos Alexandros Potamianos 70 57 0 14 Apr 2021
Unsupervised Multi-source Domain Adaptation Without Access to Source Data Sk. Miraj Ahmed Dripta S. Raychaudhuri S. Paul Samet Oymak Amit K. Roy-Chowdhury 72 132 0 05 Apr 2021
Your Classifier can Secretly Suffice Multi-Source Domain Adaptation Naveen Venkat Jogendra Nath Kundu D. K. Singh Ambareesh Revanur R. VenkateshBabu 85 74 0 20 Mar 2021
A Survey on Stance Detection for Mis- and Disinformation Identification Momchil Hardalov Arnav Arora Preslav Nakov Isabelle Augenstein 201 136 0 27 Feb 2021