Label Efficient Learning of Transferable Representations across Domains and Tasks

30 November 2017

Li Fei-Fei

Papers citing "Label Efficient Learning of Transferable Representations across Domains and Tasks"

50 / 112 papers shown

Title
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 98 52 0 06 Sep 2020
A Review of Single-Source Deep Unsupervised Visual Domain Adaptation Sicheng Zhao Xiangyu Yue Shanghang Zhang Yue Liu Han Zhao ... Ravi Krishna Joseph E. Gonzalez Alberto L. Sangiovanni-Vincentelli Sanjit A. Seshia Kurt Keutzer 135 270 0 01 Sep 2020
Adaptively-Accumulated Knowledge Transfer for Partial Domain Adaptation Taotao Jing Haifeng Xia Zhengming Ding 60 29 0 27 Aug 2020
Unsupervised Cross-domain Image Classification by Distance Metric Guided Feature Alignment Qingjie Meng Daniel Rueckert Bernhard Kainz OOD 44 14 0 19 Aug 2020
Alleviating Human-level Shift : A Robust Domain Adaptation Method for Multi-person Pose Estimation Xixia Xu Qi Zou Xue Lin 3DH OOD 26 2 0 13 Aug 2020
Simultaneous Semantic Alignment Network for Heterogeneous Domain Adaptation Shuang Li Binhui Xie Jiashu Wu Ying Zhao Chi Harold Liu Zhengming Ding 86 50 0 04 Aug 2020
Class-Incremental Domain Adaptation Jogendra Nath Kundu R. Venkatesh Naveen Venkat Ambareesh Revanur R. Venkatesh Babu CLL 66 51 0 04 Aug 2020
Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification Yucan Zhou Yu Wang Jianfei Cai Yu Zhou Q. Hu Weiping Wang VLM 65 12 0 13 Jul 2020
X-ModalNet: A Semi-Supervised Deep Cross-Modal Network for Classification of Remote Sensing Data Danfeng Hong Naoto Yokoya Gui-Song Xia J. Chanussot X. Zhu 32 54 0 24 Jun 2020
Domain Adaptation with Morphologic Segmentation Jonathan Klein Soren Pirk D. L. Michels 45 0 0 16 Jun 2020
GAN Memory with No Forgetting Yulai Cong Miaoyun Zhao Jianqiao Li Sijia Wang Lawrence Carin CLL 80 124 0 13 Jun 2020
Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation Xiang Jiang Qicheng Lao Stan Matwin Mohammad Havaei 78 112 0 09 Jun 2020
Disentanglement Then Reconstruction: Learning Compact Features for Unsupervised Domain Adaptation Lihua Zhou Mao Ye Xinpeng Li Ce Zhu Yiguang Liu Xue Li OOD 10 4 0 28 May 2020
COVID-DA: Deep Domain Adaptation from Typical Pneumonia to COVID-19 Yifan Zhang Shuaicheng Niu Zhen Qiu Ying Wei P. Zhao Jianhua Yao Junzhou Huang Qingyao Wu Mingkui Tan OOD 63 69 0 30 Apr 2020
Explicit Domain Adaptation with Loosely Coupled Samples Oliver Scheel L. Schwarz Nassir Navab Federico Tombari OOD 40 2 0 24 Apr 2020
Deep Residual Correction Network for Partial Domain Adaptation Shuang Li Chi Harold Liu Qiuxia Lin Qi Wen Limin Su Gao Huang Zhengming Ding 58 147 0 10 Apr 2020
Universal Source-Free Domain Adaptation Jogendra Nath Kundu Naveen Venkat V. RahulM. R. Venkatesh Babu VLM TTA 88 344 0 09 Apr 2020
On Leveraging Pretrained GANs for Generation with Limited Data Miaoyun Zhao Yulai Cong Lawrence Carin 104 21 0 26 Feb 2020
GradMix: Multi-source Transfer across Domains and Tasks Junnan Li Ziwei Xu Yongkang Wong Qi Zhao Mohan Kankanhalli 33 7 0 09 Feb 2020
Unsupervised Domain Adaptive Object Detection using Forward-Backward Cyclic Adaptation Siqi Yang Lin Wu Arnold Wiliem Brian C. Lovell ObjD 55 19 0 03 Feb 2020
Few-Shot Scene Adaptive Crowd Counting Using Meta-Learning Mahesh Kumar Krishna Reddy M. Hossain Mrigank Rochan Yang Wang 65 40 0 01 Feb 2020
Learning to adapt class-specific features across domains for semantic segmentation Mikel Menta Adriana Romero Joost van de Weijer 43 1 0 22 Jan 2020
Missing-Class-Robust Domain Adaptation by Unilateral Alignment for Fault Diagnosis Qin Wang Gabriel Michau Olga Fink 61 55 0 07 Jan 2020
Discriminative Adversarial Domain Adaptation Hui Tang Kui Jia OOD 98 195 0 27 Nov 2019
Improving Unsupervised Domain Adaptation with Variational Information Bottleneck Yuxuan Song Lantao Yu Zhangjie Cao Zhiming Zhou Jian Shen Shuo Shao Weinan Zhang Yong Yu 48 17 0 21 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
AMP0: Species-Specific Prediction of Anti-microbial Peptides using Zero and Few Shot Learning Sadaf Gull F. Minhas 55 10 0 28 Oct 2019
P2L: Predicting Transfer Learning for Images and Semantic Relations Bishwaranjan Bhattacharjee J. Kender Matthew Q. Hill Parijat Dube Siyu Huo Michael R. Glass Brian M. Belgodere Sharath Pankanti Noel Codella Patrick Watson VLM 73 13 0 20 Aug 2019
Image to Video Domain Adaptation Using Web Supervision Andrew Kae Yale Song 42 5 0 05 Aug 2019
Tackling Partial Domain Adaptation with Self-Supervision S. Bucci A. DÍnnocente Tatiana Tommasi 68 22 0 12 Jun 2019
Adaptation Across Extreme Variations using Unlabeled Domain Bridges Shuyang Dai Kihyuk Sohn Yi-Hsuan Tsai Lawrence Carin Manmohan Chandraker 64 12 0 05 Jun 2019
Which Tasks Should Be Learned Together in Multi-task Learning? Trevor Scott Standley Amir Zamir Dawn Chen Leonidas Guibas Jitendra Malik Silvio Savarese 140 519 0 18 May 2019
Unsupervised Domain Adaptation using Generative Adversarial Networks for Semantic Segmentation of Aerial Images Bilel Benjdira Y. Bazi Anis Koubaa K. Ouni 45 193 0 08 May 2019
Generalizing from a Few Examples: A Survey on Few-Shot Learning Yaqing Wang Quanming Yao James T. Kwok L. Ni 105 1,832 0 10 Apr 2019
Learning Across Tasks and Domains Pierluigi Zama Ramirez A. Tonioni Samuele Salti Luigi Di Stefano 71 32 0 09 Apr 2019
Cross-Subject Transfer Learning in Human Activity Recognition Systems using Generative Adversarial Networks Elnaz Soleimani Ehsan Nazerfard GAN 61 127 0 29 Mar 2019
Learning to Transfer Examples for Partial Domain Adaptation Zhangjie Cao Kaichao You Mingsheng Long Jianmin Wang Qiang Yang 77 277 0 28 Mar 2019
Cluster Alignment with a Teacher for Unsupervised Domain Adaptation Zhijie Deng Yucen Luo Jun Zhu OOD 78 218 0 24 Mar 2019
Learning Condensed and Aligned Features for Unsupervised Domain Adaptation Using Label Propagation Jaeyoon Yoo Changhwa Park Yongjun Hong Sungroh Yoon SSL 35 1 0 12 Mar 2019
Zero-Shot Task Transfer Arghya Pal V. Balasubramanian 93 52 0 04 Mar 2019
Boundary-weighted Domain Adaptive Neural Network for Prostate MR Image Segmentation Qikui Zhu Bo Du Pingkun Yan 83 160 0 21 Feb 2019
Mid-Level Visual Representations Improve Generalization and Sample Efficiency for Learning Visuomotor Policies Alexander Sax Bradley Emi Amir Zamir Leonidas Guibas Silvio Savarese Jitendra Malik SSL 77 16 0 31 Dec 2018
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 100 10 0 18 Dec 2018
TWINs: Two Weighted Inconsistency-reduced Networks for Partial Domain Adaptation Toshihiko Matsuura Kuniaki Saito Tatsuya Harada 81 13 0 18 Dec 2018
Action Quality Assessment Across Multiple Actions Paritosh Parmar B. Morris 72 125 0 15 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales DRL 106 55 0 06 Dec 2018
Few-shot Object Detection via Feature Reweighting Bingyi Kang Zhuang Liu Xin Wang Feng Yu Jiashi Feng Trevor Darrell ObjD OffRL 107 700 0 05 Dec 2018
Unsupervised Meta-Learning For Few-Shot Image Classification Siavash Khodadadeh Ladislau Bölöni M. Shah SSL VLM 64 140 0 28 Nov 2018
Universal Semi-Supervised Semantic Segmentation Tarun Kalluri G. Varma Manmohan Chandraker C. V. Jawahar 104 96 0 26 Nov 2018
Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation Ruijia Xu Guanbin Li Jihan Yang Liang Lin 82 17 0 19 Nov 2018