Knowledge Preserving and Distribution Alignment for Heterogeneous Domain Adaptation

Joint Visual and Semantic Optimization for zero-shot learning

(2021) Hanrui Wu et al.   KNOWLEDGE-BASED SYSTEMS

Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

(2020) Yuan Yao et al.   PATTERN RECOGNITION

Domain-attention Conditional Wasserstein Distance for Multi-source Domain Adaptation

(2020) Hanrui Wu et al.   ACM Transactions on Intelligent Systems and Technology

Funnelling

(2019) Andrea Esuli et al.   ACM TRANSACTIONS ON INFORMATION SYSTEMS

Online Heterogeneous Transfer Learning by Knowledge Transition

(2019) Hanrui Wu et al.   ACM Transactions on Intelligent Systems and Technology

Transfer Neural Trees: Semi-Supervised Heterogeneous Domain Adaptation and Beyond

(2019) Wei-Yu Chen et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

A deep learning framework for Hybrid Heterogeneous Transfer Learning

(2019) Joey Tianyi Zhou et al.   ARTIFICIAL INTELLIGENCE

Geometric Knowledge Embedding for unsupervised domain adaptation

(2019) Hanrui Wu et al.   KNOWLEDGE-BASED SYSTEMS

Locality Preserving Joint Transfer for Domain Adaptation

(2019) Jingjing Li et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Heterogeneous Domain Adaptation via Nonlinear Matrix Factorization

(2019) Haoliang Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Heterogeneous Domain Adaptation Through Progressive Alignment

(2018) Jingjing Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Transfer Low-Rank Coding for Cross-Domain Learning

(2018) Zhengming Ding et al.   IEEE Transactions on Neural Networks and Learning Systems

Online Transfer Learning with Multiple Homogeneous or Heterogeneous Sources

(2017) Qingyao Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Online transfer learning by leveraging multiple source domains

(2017) Qingyao Wu et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Prediction Reweighting for Domain Adaptation

(2017) Shuang Li et al.   IEEE Transactions on Neural Networks and Learning Systems

Learning Transferred Weights From Co-Occurrence Data for Heterogeneous Transfer Learning

(2016) Liu Yang et al.   IEEE Transactions on Neural Networks and Learning Systems

Feature Space Independent Semi-Supervised Domain Adaptation via Kernel Matching

(2015) Min Xiao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Cotransfer Learning Using Coupled Markov Chains with Restart

(2013) Qingyao Wu et al.   IEEE INTELLIGENT SYSTEMS

Learning With Augmented Features for Supervised and Semi-Supervised Heterogeneous Domain Adaptation

(2013) Wen Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Proximal alternating linearized minimization for nonconvex and nonsmooth problems

(2013) Jérôme Bolte et al.   MATHEMATICAL PROGRAMMING

A feasible method for optimization with orthogonality constraints

(2012) Zaiwen Wen et al.   MATHEMATICAL PROGRAMMING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A Survey on Transfer Learning

(2009) Sinno Jialin Pan et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A Curvilinear Search Method for p-Harmonic Flows on Spheres

(2009) Donald Goldfarb et al.   SIAM Journal on Imaging Sciences