Multi-Source Domain Adaptation with Mixture of Experts

7 September 2018

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

19 / 19 papers shown

Title
A Comprehensive Survey of Mixture-of-Experts: Algorithms, Theory, and Applications Siyuan Mu Sen Lin MoE 396 5 0 10 Mar 2025
Aggregate to Adapt: Node-Centric Aggregation for Multi-Source-Free Graph Domain Adaptation Zhen Zhang Bingsheng He 190 2 0 05 Feb 2025
Estimating Causal Effects of Text Interventions Leveraging LLMs Siyi Guo Myrl G. Marmarelis Fred Morstatter Kristina Lerman CML 397 0 0 28 Oct 2024
Diverse Few-Shot Text Classification with Multiple Metrics Mo Yu Xiaoxiao Guo Jinfeng Yi Shiyu Chang Saloni Potdar Yu Cheng Gerald Tesauro Haoyu Wang Bowen Zhou 55 215 0 19 May 2018
Parsing Tweets into Universal Dependencies Yijia Liu Yi Zhu Wanxiang Che Bing Qin Nathan Schneider Noah A. Smith 49 74 0 23 Apr 2018
Multinomial Adversarial Networks for Multi-Domain Text Classification Xilun Chen Claire Cardie OOD 43 133 0 15 Feb 2018
Learning to select data for transfer learning with Bayesian Optimization Sebastian Ruder Barbara Plank 72 184 0 17 Jul 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 275 8,114 0 15 Mar 2017
Knowledge Adaptation: Teaching to Adapt Sebastian Ruder Parsa Ghaffari J. Breslin CLL TTA 40 53 0 07 Feb 2017
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer Noam M. Shazeer Azalia Mirhoseini Krzysztof Maziarz Andy Davis Quoc V. Le Geoffrey E. Hinton J. Dean MoE 229 2,635 0 23 Jan 2017
Aspect-augmented Adversarial Networks for Domain Adaptation Yuan Zhang Regina Barzilay Tommi Jaakkola 81 96 0 01 Jan 2017
Neural Structural Correspondence Learning for Domain Adaptation Yftah Ziser Roi Reichart DRL 51 107 0 05 Oct 2016
Domain Separation Networks Konstantinos Bousmalis George Trigeorgis N. Silberman Dilip Krishnan D. Erhan OOD 107 1,449 0 22 Aug 2016
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 341 7,316 0 13 Jun 2016
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 366 9,467 0 28 May 2015
Deep Domain Confusion: Maximizing for Domain Invariance Eric Tzeng Judy Hoffman Ning Zhang Kate Saenko Trevor Darrell OOD 167 2,598 0 10 Dec 2014
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 601 13,416 0 25 Aug 2014
Marginalized Denoising Autoencoders for Domain Adaptation Minmin Chen Z. Xu Kilian Q. Weinberger Fei Sha 102 817 0 18 Jun 2012
A Universal Part-of-Speech Tagset Slav Petrov Dipanjan Das Ryan T. McDonald 83 1,036 0 11 Apr 2011