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Return of Frustratingly Easy Domain Adaptation

17 November 2015

Papers citing "Return of Frustratingly Easy Domain Adaptation"

22 / 22 papers shown

Title
Semantic-Space-Intervened Diffusive Alignment for Visual Classification Zixuan Li Lei Meng Guoqing Chao Wei Wu Xiaoshuo Yan Yimeng Yang Zhuang Qi Xiangxu Meng DiffM 114 0 0 09 May 2025
Histogram-based Parameter-efficient Tuning for Passive Sonar Classification Amirmohammad Mohammadi Davelle Carreiro A. V. Dine Joshua Peeples 98 0 0 21 Apr 2025
Simulations of Common Unsupervised Domain Adaptation Algorithms for Image Classification Ahmad Chaddad Yihang Wu Yuchen Jiang Ahmed Bouridane Christian Desrosiers 218 2 0 15 Feb 2025
Beyond Batch Learning: Global Awareness Enhanced Domain Adaptation Lingkun Luo Shiqiang Hu Liming Chen 157 0 0 10 Feb 2025
Towards Scalable Topological Regularizers Hiu-Tung Wong Darrick Lee Hong Yan BDL 119 0 0 24 Jan 2025
Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization Song Wang Xiaodong Yang Rashidul Islam Huiyuan Chen Minghua Xu Jundong Li Yiwei Cai OODD 260 3 0 07 Jan 2025
ExPLoRA: Parameter-Efficient Extended Pre-Training to Adapt Vision Transformers under Domain Shifts Samar Khanna Medhanie Irgau David B. Lobell Stefano Ermon VLM 120 6 0 16 Jun 2024
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation Yachan Guo Yi Xiao Danna Xue Jose Luis Gomez Zurita Antonio M. López 134 0 0 15 May 2024
Generalizable Sleep Staging via Multi-Level Domain Alignment Jiquan Wang Sha Zhao Haiteng Jiang Shijian Li Tao Li Gang Pan 127 10 0 13 Dec 2023
Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation Rongguang Wang Pratik Chaudhari Christos Davatzikos OOD 114 52 0 23 Mar 2021
From source to target and back: symmetric bi-directional adaptive GAN P. Russo Fabio Maria Carlucci Tatiana Tommasi Barbara Caputo GAN 95 242 0 24 May 2017
Central Moment Discrepancy (CMD) for Domain-Invariant Representation Learning Werner Zellinger Thomas Grubinger E. Lughofer T. Natschläger Susanne Saminger-Platz OOD 108 580 0 28 Feb 2017
Adversarial Discriminative Domain Adaptation Eric Tzeng Judy Hoffman Kate Saenko Trevor Darrell GAN OOD 273 4,675 0 17 Feb 2017
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 469 43,357 0 11 Feb 2015
Learning Transferable Features with Deep Adaptation Networks Mingsheng Long Yue Cao Jianmin Wang Michael I. Jordan OOD 230 5,215 0 10 Feb 2015
Understanding Deep Image Representations by Inverting Them Aravindh Mahendran Andrea Vedaldi FAtt 136 1,968 0 26 Nov 2014
Unsupervised Domain Adaptation by Backpropagation Yaroslav Ganin Victor Lempitsky OOD 249 6,043 0 26 Sep 2014
Domain Adaptive Neural Networks for Object Recognition Muhammad Ghifary W. Kleijn Mengjie Zhang OOD 114 420 0 21 Sep 2014
A Testbed for Cross-Dataset Analysis Tatiana Tommasi Tinne Tuytelaars Barbara Caputo 216 95 0 24 Feb 2014
DeCAF: A Deep Convolutional Activation Feature for Generic Visual Recognition Jeff Donahue Yangqing Jia Oriol Vinyals Judy Hoffman Ning Zhang Eric Tzeng Trevor Darrell VLM ObjD 193 4,951 0 06 Oct 2013
Learning from Multiple Outlooks Maayan Harel Shie Mannor 176 93 0 30 Apr 2010
Frustratingly Easy Domain Adaptation Hal Daumé 128 1,800 0 10 Jul 2009