Few-Shot Adversarial Domain Adaptation

5 November 2017

Saeid Motiian

Q. Jones

Seyed Mehdi Iranmanesh

Gianfranco Doretto

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Papers citing "Few-Shot Adversarial Domain Adaptation"

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Title
Adversarial Weighting for Domain Adaptation in Regression Antoine de Mathelin Guillaume Richard Francois Deheeger Mathilde Mougeot Nicolas Vayatis OOD 51 45 0 15 Jun 2020
Towards Robust Pattern Recognition: A Review Xu-Yao Zhang Cheng-Lin Liu C. Suen OOD HAI 26 103 0 12 Jun 2020
Dataset Condensation with Gradient Matching Bo Zhao Konda Reddy Mopuri Hakan Bilen DD 41 479 0 10 Jun 2020
Interpretable Time-series Classification on Few-shot Samples Wensi Tang Lu Liu Guodong Long AI4TS 8 20 0 03 Jun 2020
Target-Independent Domain Adaptation for WBC Classification using Generative Latent Search Prashant Pandey A. Prathosh Vinay Kyatham Deepak Mishra T. R. Dastidar OOD MedIm 39 25 0 11 May 2020
Learning to Learn Single Domain Generalization Fengchun Qiao Long Zhao Xi Peng OOD 54 433 0 30 Mar 2020
iFAN: Image-Instance Full Alignment Networks for Adaptive Object Detection Chenfan Zhuang Xintong Han Weilin Huang Matthew R. Scott OOD 30 81 0 09 Mar 2020
Contradictory Structure Learning for Semi-supervised Domain Adaptation Can Qin Lichen Wang Qianqian Ma Yu Yin Huan Wang Y. Fu 110 21 0 06 Feb 2020
Few-Shot Learning as Domain Adaptation: Algorithm and Analysis Jiechao Guan Zhiwu Lu Tao Xiang Ji-Rong Wen 11 12 0 06 Feb 2020
The Role of Embedding Complexity in Domain-invariant Representations Ching-Yao Chuang Antonio Torralba Stefanie Jegelka 16 1 0 13 Oct 2019
Generative One-Shot Face Recognition Zhengming Ding Yandong Guo Lei Zhang Y. Fu VLM GAN CVBM 29 10 0 28 Sep 2019
Transfer Learning with Dynamic Adversarial Adaptation Network Chaohui Yu Jindong Wang Yiqiang Chen Meiyu Huang TTA OOD 24 296 0 18 Sep 2019
Learning a Domain-Invariant Embedding for Unsupervised Domain Adaptation Using Class-Conditioned Distribution Alignment Alex Gabourie Mohammad Rostami Phillip E. Pope Soheil Kolouri Kyungnam Kim OOD 19 22 0 04 Jul 2019
LGM-Net: Learning to Generate Matching Networks for Few-Shot Learning Huaiyu Li Weiming Dong Xing Mei Chongyang Ma Feiyue Huang Bao-Gang Hu OffRL 32 98 0 15 May 2019
A Closer Look at Few-shot Classification Wei-Yu Chen Yen-Cheng Liu Z. Kira Y. Wang Jia-Bin Huang 60 1,754 0 08 Apr 2019
Cross-Entropy Adversarial View Adaptation for Person Re-identification Lin Wu Richang Hong Yang Wang Ming Wang GAN 27 80 0 03 Apr 2019
Few-shot Adaptive Faster R-CNN Tao Wang Xiaopeng Zhang Li-xin Yuan Jiashi Feng ObjD 23 131 0 22 Mar 2019
Transfer Adaptation Learning: A Decade Survey Lei Zhang Xinbo Gao OOD 58 184 0 12 Mar 2019
Unsupervised Visual Domain Adaptation: A Deep Max-Margin Gaussian Process Approach Minyoung Kim Pritish Sahu Behnam Gholami Vladimir Pavlovic OOD 14 45 0 23 Feb 2019
NIPS - Not Even Wrong? A Systematic Review of Empirically Complete Demonstrations of Algorithmic Effectiveness in the Machine Learning and Artificial Intelligence Literature Franz J. Király Bilal A. Mateen R. Sonabend 23 10 0 18 Dec 2018
Deep Cross-modality Adaptation via Semantics Preserving Adversarial Learning for Sketch-based 3D Shape Retrieval Jiaxin Chen Yi Fang GAN 3DPC 14 47 0 04 Jul 2018
Deep Cross Polarimetric Thermal-to-visible Face Recognition Seyed Mehdi Iranmanesh Ali Dabouei Hadi Kazemi Nasser M. Nasrabadi CVBM 43 46 0 04 Jan 2018
Crossing Generative Adversarial Networks for Cross-View Person Re-identification Chengyuan Zhang Lin Wu Yang Wang GAN 22 31 0 04 Jan 2018
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 27 46 0 11 May 2017