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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"

35 / 85 papers shown

Title
PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains Eyal Ben-David Nadav Oved Roi Reichart VLM OOD 96 94 0 24 Feb 2021
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 288 1,452 0 14 Dec 2020
Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources Sicheng Zhao Yang Xiao Jiang Guo Xiangyu Yue Jufeng Yang Ravi Krishna Pengfei Xu Kurt Keutzer 76 17 0 17 Nov 2020
Universal Multi-Source Domain Adaptation Yueming Yin Zhen Yang Haifeng Hu Xiaofu Wu 49 1 0 05 Nov 2020
Towards a Universal Gating Network for Mixtures of Experts C. Kang C. Hong Tomas Maul MoMe 29 2 0 03 Nov 2020
Domain Divergences: a Survey and Empirical Analysis Abhinav Ramesh Kashyap Devamanyu Hazarika Min-Yen Kan Roger Zimmermann 259 40 0 23 Oct 2020
Improved Multi-Source Domain Adaptation by Preservation of Factors Sebastian Schrom Stephan Hasler J. Adamy OOD 49 7 0 15 Oct 2020
NLP Service APIs and Models for Efficient Registration of New Clients Sahil Shah Vihari Piratla Soumen Chakrabarti Sunita Sarawagi 31 0 0 04 Oct 2020
Tackling unsupervised multi-source domain adaptation with optimism and consistency Diogo Pernes Jaime S. Cardoso 62 8 0 29 Sep 2020
Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Tsendsuren Munkhdalai Andrew McCallum SSL VLM 108 88 0 17 Sep 2020
Transformer Based Multi-Source Domain Adaptation Dustin Wright Isabelle Augenstein 88 53 0 16 Sep 2020
A Survey on Negative Transfer Wen Zhang Lingfei Deng Lei Zhang Dongrui Wu AAML 137 223 0 02 Sep 2020
Anomaly Detection by Recombining Gated Unsupervised Experts Jan-Philipp Schulze Philip Sperl Konstantin Böttinger 74 1 0 31 Aug 2020
Cross-lingual Semantic Role Labeling with Model Transfer Hao Fei Meishan Zhang Fei Li Donghong Ji 77 33 0 24 Aug 2020
Coach: A Coarse-to-Fine Approach for Cross-domain Slot Filling Zihan Liu Genta Indra Winata Peng Xu Pascale Fung 90 98 0 24 Apr 2020
Dynamic Fusion Network for Multi-Domain End-to-end Task-Oriented Dialog Libo Qin Xiao Xu Wanxiang Che Yue Zhang Ting Liu MoMe 114 88 0 23 Apr 2020
Multi-source Attention for Unsupervised Domain Adaptation Xia Cui Danushka Bollegala 60 9 0 14 Apr 2020
Cross-Lingual Semantic Role Labeling with High-Quality Translated Training Corpus Hao Fei Meishan Zhang Donghong Ji 83 108 0 14 Apr 2020
Domain Adaptation with Conditional Distribution Matching and Generalized Label Shift Rémi Tachet des Combes Han Zhao Yu Wang Geoffrey J. Gordon OOD AAML VLM 110 192 0 10 Mar 2020
Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey Sicheng Zhao Yue Liu Colorado Reed Pengfei Xu Kurt Keutzer 86 106 0 26 Feb 2020
Learn to Expect the Unexpected: Probably Approximately Correct Domain Generalization Vikas Garg Adam Kalai Katrina Ligett Zhiwei Steven Wu OOD 44 23 0 13 Feb 2020
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits Han Guo Ramakanth Pasunuru Joey Tianyi Zhou 92 114 0 13 Jan 2020
Fast and Flexible Image Blind Denoising via Competition of Experts S. Maeda 65 6 0 20 Nov 2019
Retrospective and Prospective Mixture-of-Generators for Task-oriented Dialogue Response Generation Jiahuan Pei Pengjie Ren Christof Monz Maarten de Rijke MoE 68 16 0 19 Nov 2019
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Andrew McCallum SSL 89 121 0 10 Nov 2019
Metric Learning for Dynamic Text Classification Jeremy Wohlwend Ethan R. Elenberg S. Altschul Shawn Henry Tao Lei 63 11 0 04 Nov 2019
Fine-grained Knowledge Fusion for Sequence Labeling Domain Adaptation Huiyun Yang Shujian Huang Xinyu Dai Jiajun Chen 20 8 0 10 Sep 2019
Population-aware Hierarchical Bayesian Domain Adaptation via Multiple-component Invariant Learning Vishwali Mhasawade N. Rehman R. Chunara OOD 70 9 0 24 Aug 2019
Few-shot Text Classification with Distributional Signatures Yujia Bao Menghua Wu Shiyu Chang Regina Barzilay 92 168 0 16 Aug 2019
A Modular Task-oriented Dialogue System Using a Neural Mixture-of-Experts Jiahuan Pei Pengjie Ren Maarten de Rijke MoE 69 20 0 10 Jul 2019
Learning to Optimize Domain Specific Normalization for Domain Generalization Seonguk Seo Yumin Suh Dongwan Kim Geeho Kim Jongwoo Han Bohyung Han AI4CE 102 249 0 09 Jul 2019
Zero-Shot Entity Linking by Reading Entity Descriptions Lajanugen Logeswaran Ming-Wei Chang Kenton Lee Kristina Toutanova Jacob Devlin Honglak Lee VLM 70 258 0 18 Jun 2019
Robust Zero-Shot Cross-Domain Slot Filling with Example Values Darsh J. Shah Raghav Gupta Amir Fayazi Dilek Z. Hakkani-Tür VLM 34 86 0 17 Jun 2019
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 186 821 0 06 Dec 2018
Multi-Source Cross-Lingual Model Transfer: Learning What to Share Xilun Chen Ahmed Hassan Awadallah Hany Hassan Wei Wang Claire Cardie 122 20 0 08 Oct 2018