Jingkuan Song

According to our database1, Jingkuan Song authored at least 78 papers between 2011 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
Learning Match Kernels on Grassmann Manifolds for Action Recognition.
IEEE Trans. Image Processing, 2019

2018
Indexing Techniques for Multimedia Data Retrieval.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Local and Global Structure Preservation for Robust Unsupervised Spectral Feature Selection.
IEEE Trans. Knowl. Data Eng., 2018

NAIS: Neural Attentive Item Similarity Model for Recommendation.
IEEE Trans. Knowl. Data Eng., 2018

Cross-Paced Representation Learning With Partial Curricula for Sketch-Based Image Retrieval.
IEEE Trans. Image Processing, 2018

Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder.
IEEE Trans. Image Processing, 2018

Quantization-based hashing: a general framework for scalable image and video retrieval.
Pattern Recognition, 2018

A Survey on Learning to Hash.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Hidden semantic hashing for fast retrieval over large scale document collection.
Multimedia Tools Appl., 2018

Multiple hierarchical deep hashing for large scale image retrieval.
Multimedia Tools Appl., 2018

Deep appearance and motion learning for egocentric activity recognition.
Neurocomputing, 2018

EFUI: An ensemble framework using uncertain inference for pornographic image recognition.
Neurocomputing, 2018

Cumulative Nets for Edge Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Session details: Vision-1 (Machine Learning).
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Examine before You Answer: Multi-task Learning with Adaptive-attentions for Multiple-choice VQA.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

3D Image-based Indoor Localization Joint With WiFi Positioning.
Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dual Conditional GANs for Face Aging and Rejuvenation.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Coarse-to-fine Image Co-segmentation with Intra and Inter Rank Constraints.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Complementary Binary Quantization for Joint Multiple Indexing.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Dual Learning for Visual Question Generation.
Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Deep Region Hashing for Generic Instance Search from Images.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Binary Generative Adversarial Networks for Image Retrieval.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Guest Editorial: Large-Scale Multimedia Data Retrieval, Classification, and Understanding.
IEEE Trans. Multimedia, 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.
IEEE Trans. Image Processing, 2017

Beyond Frame-level CNN: Saliency-Aware 3-D CNN With LSTM for Video Action Recognition.
IEEE Signal Process. Lett., 2017

Learning in high-dimensional multimedia data: the state of the art.
Multimedia Syst., 2017

Kernel based latent semantic sparse hashing for large-scale retrieval from heterogeneous data sources.
Neurocomputing, 2017

Graph self-representation method for unsupervised feature selection.
Neurocomputing, 2017

Real-time social media retrieval with spatial, temporal and social constraints.
Neurocomputing, 2017

A novel low-rank hypergraph feature selection for multi-view classification.
Neurocomputing, 2017

Supervised hashing with adaptive discrete optimization for multimedia retrieval.
Neurocomputing, 2017

Classification by Retrieval: Binarizing Data and Classifiers.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Deep Discrete Hashing with Self-supervised Pairwise Labels.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2017

Exploring Consistent Preferences: Discrete Hashing with Pair-Exemplar for Scalable Landmark Search.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Unsupervised Discovery of Spatially-Informed Lung Texture Patterns for Pulmonary Emphysema: The MESA COPD Study.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Generative method to discover emphysema subtypes with unsupervised learning using lung macroscopic patterns (LMPS): The MESA COPD study.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Hierarchical LSTM with Adjusted Temporal Attention for Video Captioning.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Synchronization-Inspired Co-Clustering and Its Application to Gene Expression Data.
Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Deep Binaries: Encoding Semantic-Rich Cues for Efficient Textual-Visual Cross Retrieval.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Jointly Learning Attentions with Semantic Cross-Modal Correlation for Visual Question Answering.
Proceedings of the Databases Theory and Applications, 2017

Event Video Mashup: From Hundreds of Videos to Minutes of Skeleton.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
Active domain adaptation with noisy labels for multimedia analysis.
World Wide Web, 2016

A Distance-Computation-Free Search Scheme for Binary Code Databases.
IEEE Trans. Multimedia, 2016

Web Video Event Recognition by Semantic Analysis From Ubiquitous Documents.
IEEE Trans. Image Processing, 2016

Optimized Graph Learning Using Partial Tags and Multiple Features for Image and Video Annotation.
IEEE Trans. Image Processing, 2016

A Fast Optimization Method for General Binary Code Learning.
IEEE Trans. Image Processing, 2016

Multi-view multi-label learning for image annotation.
Multimedia Tools Appl., 2016

Towards optimal VLAD for human action recognition from still images.
Image Vision Comput., 2016

Deep and fast: Deep learning hashing with semi-supervised graph construction.
Image Vision Comput., 2016

Cross-modal Retrieval with Label Completion.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Academic Coupled Dictionary Learning for Sketch-based Image Retrieval.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Attention-based LSTM with Semantic Consistency for Videos Captioning.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Multi-Paced Dictionary Learning for cross-domain retrieval and recognition.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Multi-cue Information Fusion for Two-Layer Activity Recognition.
Proceedings of the Computer Vision - ACCV 2016 Workshops, 2016

Graph-without-cut: An Ideal Graph Learning for Image Segmentation.
Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015
Compact Image Fingerprint Via Multiple Kernel Hashing.
IEEE Trans. Multimedia, 2015

Optimized Cartesian K-Means.
IEEE Trans. Knowl. Data Eng., 2015

Supervised feature learning via l2-norm regularized logistic regression for 3D object recognition.
Neurocomputing, 2015

Deep Self-taught Hashing for Image Retrieval.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Supervised Hashing with Pseudo Labels for Scalable Multimedia Retrieval.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Scalable Multimedia Retrieval by Deep Learning Hashing with Relative Similarity Learning.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Zero-shot Image Categorization by Image Correlation Exploration.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Localize Me Anywhere, Anytime: A Multi-task Point-Retrieval Approach.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Optimal graph learning with partial tags and multiple features for image and video annotation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Learning Deep Representations of Appearance and Motion for Anomalous Event Detection.
Proceedings of the British Machine Vision Conference 2015, 2015

2014
Robust Hashing With Local Models for Approximate Similarity Search.
IEEE Trans. Cybernetics, 2014

Minimizing dataset bias: Discriminative multi-task sparse coding through shared subspace learning for image classification.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013
Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis.
IEEE Trans. Multimedia, 2013

Effective Multiple Feature Hashing for Large-Scale Near-Duplicate Video Retrieval.
IEEE Trans. Multimedia, 2013

Inter-media hashing for large-scale retrieval from heterogeneous data sources.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Effective hashing for large-scale multimedia search.
Proceedings of the 2013 SIGMOD/PODS Ph.D. Symposium, New York, NY, USA, June 23, 2013, 2013

2011
Multiple feature hashing for real-time large scale near-duplicate video retrieval.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011


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