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Learning Transferable Features with Deep Adaptation Networks

10 February 2015

Papers citing "Learning Transferable Features with Deep Adaptation Networks"

50 / 2,000 papers shown

Characterizing and Avoiding Negative TransferComputer Vision and Pattern Recognition (CVPR), 2018

464

466

24 Nov 2018

SpotTune: Transfer Learning through Adaptive Fine-tuningComputer Vision and Pattern Recognition (CVPR), 2018

315

492

21 Nov 2018

Progressive Feature Alignment for Unsupervised Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2018

Chaoqi Chen

Xinghao Ding

203

462

21 Nov 2018

Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation

145

19 Nov 2018

On Deep Domain Adaptation: Some Theoretical Understandings

Trung Le

15 Nov 2018

Co-regularized Alignment for Unsupervised Domain Adaptation

William T. Freeman

177

165

13 Nov 2018

Exploiting Local Feature Patterns for Unsupervised Domain Adaptation

Qian Zheng

142

12 Nov 2018

Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels

Pengxiang Cheng

Jianwei Feng

M. Hebert

168

08 Nov 2018

Transfer learning for time series classification

Germain Forestier

149

284

05 Nov 2018

Neural Task Representations as Weak Supervision for Model Agnostic Cross-Lingual Transfer

S. Jauhar

Michael Gamon

Patrick Pantel

180

02 Nov 2018

Learning color space adaptation from synthetic to real images of cirrus clouds

Qing Lyu

Minghao Chen

Xiang Chen

140

24 Oct 2018

Domain Adaptive Segmentation in Volume Electron Microscopy Imaging

146

23 Oct 2018

Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training

182

18 Oct 2018

Learning the Compositional Spaces for Generalized Zero-shot Learning

133

17 Oct 2018

Packaging and Sharing Machine Learning Models via the Acumos AI Open Platform

Cristian Borcea

100

16 Oct 2018

Deep Reinforcement Learning

Yuxi Li

VLM OffRL

361

143

15 Oct 2018

Exploiting Semantics in Adversarial Training for Image-Level Domain Adaptation

Pierluigi Zama Ramirez

A. Tonioni

Luigi Di Stefano

GAN

155

13 Oct 2018

Transfer Metric Learning: Algorithms, Applications and Outlooks

245

09 Oct 2018

Unsupervised Object Matching for Relational Data

Tomoharu Iwata

N. Ueda

179

09 Oct 2018

SPIGAN: Privileged Adversarial Learning from Simulation

Kuan-Hui Lee

G. Ros

Jie Li

Adrien Gaidon

GAN

238

109

09 Oct 2018

Image-to-Video Person Re-Identification by Reusing Cross-modal Embeddings

159

04 Oct 2018

Target Aware Network Adaptation for Efficient Representation Learning

116

02 Oct 2018

Pixel and Feature Level Based Domain Adaption for Object Detection in Autonomous Driving

Yuhu Shan

W. Lu

C. Chew

172

30 Sep 2018

Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2018

Liang Zheng

Yi Yang

352

781

25 Sep 2018

SqueezeSegV2: Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

236

678

22 Sep 2018

Deep Domain Adaptation under Deep Label Scarcity

20 Sep 2018

Style Augmentation: Data Augmentation via Style Randomization

Philip T. G. Jackson

Amir Atapour-Abarghouei

144

194

14 Sep 2018

Improved Techniques for Adversarial Discriminative Domain Adaptation

Aaron Chadha

Y. Andreopoulos

203

10 Sep 2018

Turning a Blind Eye: Explicit Removal of Biases and Variation from Deep Neural Network Embeddings

286

264

06 Sep 2018

Multi-Adversarial Domain Adaptation

191

927

04 Sep 2018

Penalizing Top Performers: Conservative Loss for Semantic Segmentation Adaptation

Xinge Zhu

176

106

04 Sep 2018

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification

Ruidan He

Wee Sun Lee

Hwee Tou Ng

Daniel Dahlmeier

145

03 Sep 2018

Cross-Domain Collaborative Learning via Cluster Canonical Correlation Analysis and Random Walker for Hyperspectral Image Classification

223

29 Aug 2018

Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation

183

250

28 Aug 2018

Eliminating the Blind Spot: Adapting 3D Object Detection and Monocular Depth Estimation to 360° Panoramic Imagery

Grégoire Payen de La Garanderie

Amir Atapour-Abarghouei

T. Breckon

3DPC MDE

165

19 Aug 2018

Small Sample Learning in Big Data Era

Jun Shu

Zongben Xu

Deyu Meng

347

14 Aug 2018

Partial Adversarial Domain Adaptation

246

479

10 Aug 2018

A Survey on Deep Transfer Learning

448

2,808

06 Aug 2018

Deep Transfer Learning for EEG-based Brain Computer Interface

Chuanqi Tan

F. Sun

Wenchang Zhang

114

06 Aug 2018

Dynamic Adaptation on Non-Stationary Visual Domains

101

02 Aug 2018

Multimodal Deep Domain Adaptation

S. Bucci

Mohammad Reza Loghmani

Barbara Caputo

TTA

104

31 Jul 2018

Leveraging Motion Priors in Videos for Improving Human Segmentation

109

30 Jul 2018

Adapting control policies from simulation to reality using a pairwise loss

27 Jul 2018

Two at Once: Enhancing Learning and Generalization Capacities via IBN-Net

352

872

25 Jul 2018

M-ADDA: Unsupervised Domain Adaptation with Deep Metric Learning

I. Laradji

Reza Babanezhad

124

06 Jul 2018

Multi-task Mid-level Feature Alignment Network for Unsupervised Cross-Dataset Person Re-IdentificationBritish Machine Vision Conference (BMVC), 2018

215

195

04 Jul 2018

Kitting in the Wild through Online Domain AdaptationIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2018

172

03 Jul 2018

Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation

138

26 Jun 2018

Constructing Deep Neural Networks by Bayesian Network Structure Learning

320

24 Jun 2018

Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention

181

16 Jun 2018