Hierarchical Visual-Textual Knowledge Distillation for Life-Long Correlation Learning

Never-ending learning

(2018) T. Mitchell et al.   COMMUNICATIONS OF THE ACM

Modality-specific Cross-modal Similarity Measurement with Recurrent Attention Network

(2018) Yuxin Peng et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

CCL: Cross-modal Correlation Learning With Multigrained Fusion by Hierarchical Network

(2018) Yuxin Peng et al.   IEEE TRANSACTIONS ON MULTIMEDIA

An Overview of Cross-media Retrieval: Concepts, Methodologies, Benchmarks and Challenges

(2017) Yuxin Peng et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Learning without Forgetting

(2017) Zhizhong Li et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Overcoming catastrophic forgetting in neural networks

(2017) James Kirkpatrick et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Semi-Supervised Cross-Media Feature Learning With Unified Patch Graph Regularization

(2016) Yuxin Peng et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY

Joint Feature Selection and Subspace Learning for Cross-Modal Retrieval

(2016) Kaiye Wang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Learning Consistent Feature Representation for Cross-Modal Multimedia Retrieval

(2015) Cuicui Kang et al.   IEEE TRANSACTIONS ON MULTIMEDIA

Learning Cross-Media Joint Representation With Sparse and Semisupervised Regularization

(2013) Xiaohua Zhai et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY