Visual domain adaptation via transfer feature learning

No abstract is available for this paper.

• Publication year

  2017

• Venue

  Knowledge and Information Systems

• Publication date

  2017-02-01

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1007/s10115-016-0944-x
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Social Transfer Cross Domain Transfer Learning From Social Streams for Media Applications

  2016cited by this paper
• Transfer learning using computational intelligence: A survey

  2015cited by this paper
• Generalisation and domain adaptation in GP with gradient descent for symbolic regression

  2015cited by this paper
• A GENERALIZED KERNEL-BASED RANDOM K-SAMPLESETS METHOD FOR TRANSFER LEARNING

  2015cited by this paper
• Common feature extraction in multi-source domains for transfer learning

  2015cited by this paper
• Unsupervised domain adaptation via representation learning and adaptive classifier learning

  2015cited by this paper
• Domain Invariant Transfer Kernel Learning

  2015cited by this paper
• Latent Domains Modeling for Visual Domain Adaptation

  2014cited by this paper
• Unsupervised Adaptation Across Domain Shifts by Generating Intermediate Data Representations

  2014cited by this paper
• Adaptation Regularization: A General Framework for Transfer Learning

  2014cited by this paper
• Learning Kernels for Unsupervised Domain Adaptation with Applications to Visual Object Recognition

  2014cited by this paper
• Transfer Joint Matching for Unsupervised Domain Adaptation

  2014cited by this paper
• Unsupervised Domain Adaptation by Domain Invariant Projection

  2013cited by this paper
• Transfer Feature Learning with Joint Distribution Adaptation

  2013influential reference
• FIDOS: A generalized Fisher based feature extraction method for domain shift

  2013cited by this paper
• Connecting the Dots with Landmarks: Discriminatively Learning Domain-Invariant Features for Unsupervised Domain Adaptation

  2013cited by this paper
• Unsupervised Visual Domain Adaptation Using Subspace Alignment

  2013cited by this paper
• SocialTransfer: cross-domain transfer learning from social streams for media applications

  2012cited by this paper
• Discovering Latent Domains for Multisource Domain Adaptation

  2012cited by this paper
• Domain Adaptive Dictionary Learning

  2012cited by this paper
• Geodesic flow kernel for unsupervised domain adaptation

  2012influential reference
• Robust visual domain adaptation with low-rank reconstruction

  2012cited by this paper
• A Two-Stage Weighting Framework for Multi-Source Domain Adaptation

  2011cited by this paper
• Co-Training for Domain Adaptation

  2011cited by this paper
• Knowledge Transfer with Low-Quality Data: A Feature Extraction Issue

  2011cited by this paper
• Feature Selection for Transfer Learning

  2011cited by this paper
• Domain adaptation for object recognition: An unsupervised approach

  2011cited by this paper
• Bregman Divergence-Based Regularization for Transfer Subspace Learning

  2010cited by this paper
• A Survey on Transfer Learning

  2010cited by this paper
• Cross-domain sentiment classification via spectral feature alignment

  2010cited by this paper
• Adapting Visual Category Models to New Domains

  2010cited by this paper
• Exploiting weakly-labeled Web images to improve object classification: a domain adaptation approach

  2010cited by this paper
• Domain Adaptation Problems: A DASVM Classification Technique and a Circular Validation Strategy

  2010cited by this paper
• Notes on the OpenSURF Library

  2009cited by this paper
• Cross domain distribution adaptation via kernel mapping

  2009cited by this paper
• Domain Adaptation via Transfer Component Analysis

  2009influential reference
• Domain Transfer SVM for video concept detection

  2009cited by this paper
• Domain adaptation from multiple sources via auxiliary classifiers

  2009cited by this paper
• Transfer Learning via Dimensionality Reduction

  2008cited by this paper
• A Literature Survey on Domain Adaptation of Statistical Classifiers

  2007cited by this paper
• Caltech-256 Object Category Dataset

  2007cited by this paper
• Instance Weighting for Domain Adaptation in NLP

  2007cited by this paper
• Generation of complex concentration profiles in microchannels in a logarithmically small number of steps.

  2007cited by this paper
• Domain Adaptation of Conditional Probability Models Via Feature Subsetting

  2007cited by this paper
• Domain Adaptation with Structural Correspondence Learning

  2006cited by this paper
• A Kernel Method for the Two-Sample-Problem

  2006cited by this paper
• Analysis of Representations for Domain Adaptation

  2006cited by this paper
• Correcting Sample Selection Bias by Unlabeled Data

  2006cited by this paper
• Principal Component Analysis

  2003influential reference
• Columbia Object Image Library (COIL100)

  1996cited by this paper
• Ieee Transactions on Evolutionary Computation Reusing Building Blocks of Extracted Knowledge to Solve Complex, Large-scale Boolean Problems

  year unknowncited by this paper

• Bridging optical and SAR images via semantic prompt-guided progressive alignment for rotated cross-domain ship detection

  2026cites this paper
• EEG-based Graph-guided Domain Adaptation for Robust Cross-Session Emotion Recognition

  2025cites this paper
• A unified framework for detecting point and collective anomalies in operating system logs via collaborative transformers

  2025cites this paper
• A robust multi-source transfer classification method based on belief functions for cross-domain pattern recognition

  2025cites this paper
• Cross-Domain Bilateral Transfer Learning for Fault Diagnosis Under Incomplete Multisource Domains

  2025cites this paper
• iFuzzyTL: Interpretable Fuzzy Transfer Learning for Steady-State Visual Evoked Potentials Brain–Computer Interfaces System

  2025cites this paper
• New Multi-Source Distributed Transfer Learning Framework

  2025cites this paper
• Distant Domain Transfer Learning for Medical Image Classification: A Review

  2025cites this paper
• Discriminative maximum mean and covariance discrepancy based domain adaptation for cross-domain image classification

  2025influential citation
• Latent sparse subspace learning and visual domain classification via balanced distribution alignment and Hilbert–Schmidt metric

  2025influential citation
• Improving transfer learning for software cross-project defect prediction

  2024cites this paper
• Forget Vectors at Play: Universal Input Perturbations Driving Machine Unlearning in Image Classification

  2024cites this paper
• Approximate geometric structure transfer for cross-domain image classification

  2024cites this paper
• iFuzzyTL: Interpretable Fuzzy Transfer Learning for SSVEP BCI System

  2024cites this paper
• Regularized Knowledge Transfer for Multi-Agent Reinforcement Learning

  2024cites this paper
• Visual transductive learning via iterative label correction

  2024cites this paper
• An explainable transfer learning framework for multi-classification of lung diseases in chest X-rays

  2024cites this paper
• MDDD: Manifold-based Domain Adaptation with Dynamic Distribution for Non-Deep Transfer Learning in Cross-subject and Cross-session EEG-based Emotion Recognition

  2024cites this paper
• Class-specific and self-learning local manifold structure for domain adaptation

  2023cites this paper
• Deep unsupervised adversarial domain adaptation for underwater source range estimation.

  2023cites this paper
• Can Data from One Medical Center be Enough to Generalize Lung Ultrasound Pattern Classification? A Multi-Center Domain Generalization Study

  2023cites this paper
• Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling

  2023cites this paper
• Automatic Voltage Control of Differential Power Grids Based on Transfer Learning and Deep Reinforcement Learning

  2023cites this paper
• Unsupervised domain adaptation via transferred local Fisher discriminant analysis

  2023cites this paper
• Kurcuma: a kitchen utensil recognition collection for unsupervised domain adaptation

  2023cites this paper
• TERFDA: Tensor Embedding RF Domain Adaptation for varying noise interference

  2023cites this paper
• Multi-objective dynamic distribution adaptation with instance reweighting for transfer feature learning

  2023cites this paper
• Center-based Transfer Feature Learning With Classifier Adaptation for surface defect recognition

  2023cites this paper
• TESPDA-SEI: Tensor embedding substructure preserving domain adaptation for specific emitter identification

  2022cites this paper
• Contrastive Learning Assisted-Alignment for Partial Domain Adaptation

  2022cites this paper
• Transfer subspace learning joint low-rank representation and feature selection

  2022cites this paper
• Cross-domain pattern classification with heterogeneous distribution adaptation

  2022cites this paper
• Single-channel EEG sleep staging based on data augmentation and cross-subject discrepancy alleviation

  2022cites this paper
• Transfer Learning Methods and Their Application in Radar Signal Processing

  2022cites this paper
• Ordinal unsupervised multi-target domain adaptation with implicit and explicit knowledge exploitation

  2022cites this paper
• Unsupervised Multitarget Domain Adaptation With Dictionary-Bridged Knowledge Exploitation

  2022cites this paper
• Deep Transfer Learning Method Based on Automatic Domain Alignment and Moment Matching

  2022cites this paper
• Cross-database facial expression recognition based on hybrid improved unsupervised domain adaptation

  2022cites this paper
• Discriminative transfer feature learning based on robust-centers

  2022cites this paper
• Unsupervised domain adaptation via discriminative feature learning and classifier adaptation from center-based distances

  2022cites this paper
• Multisource Deep Transfer Learning Based on Balanced Distribution Adaptation

  2022cites this paper
• Domain adaptation based on rough adjoint inconsistency and optimal transport for identifying autistic patients

  2022cites this paper
• Unequal adaptive visual recognition by learning from multi-modal data

  2022cites this paper
• Deep autoencoder based domain adaptation for transfer learning

  2022cites this paper
• A New Method in Feature Selection based on Deep Reinforcement Learning in Domain Adaptation

  2022cites this paper
• Research on Fault Diagnosis Technology Based on Deep Learning

  2022cites this paper
• Heterogeneous domain adaptation with statistical distribution alignment and progressive pseudo label selection

  2021cites this paper
• Ship Classification in SAR Images With Geometric Transfer Metric Learning

  2021cites this paper
• A Unified Joint Maximum Mean Discrepancy for Domain Adaptation

  2021cites this paper
• Discriminative and Selective Pseudo-Labeling for Domain Adaptation

  2021cites this paper
• One-shot cross-dataset palmprint recognition via adversarial domain adaptation

  2021cites this paper
• A Unified Framework for Distance-Aware Domain Adaptation

  2021cites this paper
• Domain Adaptation Using a Three-Way Decision Improves the Identification of Autism Patients from Multisite fMRI Data

  2021cites this paper
• Joint Discriminative Distribution Adaptation and Manifold Regularization for Unsupervised Domain Adaptation

  2021cites this paper
• Source-Free Unsupervised Domain Adaptation with Sample Transport Learning

  2021cites this paper
• Rethinking Maximum Mean Discrepancy for Visual Domain Adaptation

  2021cites this paper
• Adaptative Balanced Distribution for Domain Adaptation With Strong Alignment

  2021cites this paper
• Cross- and multiple-domains visual transfer learning via iterative Fischer linear discriminant analysis

  2021cites this paper
• Learning Compatible Embeddings

  2021cites this paper
• Domain Adaptation via Bregman divergence minimization

  2021cites this paper
• Grassmannian graph-attentional landmark selection for domain adaptation

  2021cites this paper
• Knowledge Transfer in Data-Driven Evolutionary Optimization

  2021cites this paper
• Iterative joint classifier and domain adaptation for visual transfer learning

  2021cites this paper
• Temporal convolution-based transferable cross-domain adaptation approach for remaining useful life estimation under variable failure behaviors

  2021cites this paper
• Domain adaptation via incremental confidence samples into classification

  2021cites this paper
• An intelligent fault diagnosis method based on domain adaptation for rolling bearings under variable load conditions

  2021cites this paper
• A Particle Swarm Optimization Based Feature Selection Approach for Multi-source Visual Domain Adaptation

  2021cites this paper
• A Survey of Unsupervised Domain Adaptation for Visual Recognition

  2021cites this paper
• DEEP-LEARNED CROSS-DOMAIN SENTIMENT CLASSIFICATION USING INTEGRATED POLARITY SCORE PATTERN EMBEDDING ON TRI MODEL ATTENTION NETWORK

  2021cites this paper
• Cross-Domain Pattern Classification With Distribution Adaptation Based on Evidence Theory

  2021cites this paper
• Domain adaptation based on the measure of kernel-product maximum mean discrepancy

  2021influential citation
• Domain adaptation with SBADA-GAN and Mean Teacher

  2020cites this paper
• Optimal Transport with Dimensionality Reduction for Domain Adaptation

  2020cites this paper
• A complex process fault diagnosis method based on manifold distribution adaptation

  2020cites this paper
• Metric transfer learning via geometric knowledge embedding

  2020cites this paper
• Joint Heterogeneous Feature Learning and Distribution Alignment for 2D Image-Based 3D Object Retrieval

  2020cites this paper
• Urban waterlogging identification system based on public surveillance video

  2020cites this paper
• A transductive transfer learning approach for image classification

  2020influential citation
• A new transferable bearing fault diagnosis approach with adaptive manifold embedded distribution alignment

  2020cites this paper
• Discriminative and informative joint distribution adaptation for unsupervised domain adaptation

  2020cites this paper
• Image Reconstruction Error Minimization via Distribution Adaptation and Low-Rank Constraint

  2020cites this paper
• Adaptive Local Neighbors for Transfer Discriminative Feature Learning

  2020cites this paper
• Homologous Component Analysis for Domain Adaptation

  2020influential citation
• Biased transfer matching for less overlapping degree for unsupervised domain adaptation

  2020cites this paper
• Finding Robust Transfer Features for Unsupervised Domain Adaptation

  2020influential citation
• Enhanced Subspace Distribution Matching for Fast Visual Domain Adaptation

  2020cites this paper
• Sparsely-Labeled Source Assisted Domain Adaptation

  2020cites this paper
• Multi-metric domain adaptation for unsupervised transfer learning

  2020cites this paper
• Locality Fisher discriminant analysis for conditional domain adaption

  2020cites this paper
• Rethink Maximum Mean Discrepancy for Domain Adaptation

  2020cites this paper
• Multi-source domain adaptation for image classification

  2020cites this paper
• Combination of Transferable Classification With Multisource Domain Adaptation Based on Evidential Reasoning

  2020cites this paper
• A Suppression Method of Concentration Background Noise by Transductive Transfer Learning for a Metal Oxide Semiconductor-Based Electronic Nose

  2020cites this paper
• Active Discriminative Cross-Domain Alignment for Low-Resolution Face Recognition

  2020cites this paper
• A novel unsupervised domain adaptation based on deep neural network and manifold regularization for mechanical fault diagnosis

  2020cites this paper
• The application of Deep Learning in Persian Documents Sentiment Analysis

  2020cites this paper
• Sparse filtering based domain adaptation for mechanical fault diagnosis

  2020cites this paper
• A cross-region transfer learning method for classification of community service cases with small datasets

  2020cites this paper
• Joint discriminative subspace and distribution adaptation for unsupervised domain adaptation

  2020cites this paper
• Few-Shot Learning Based Balanced Distribution Adaptation for Heterogeneous Defect Prediction

  2020cites this paper