Fumin Shen

According to our database1, Fumin Shen authored at least 143 papers between 2012 and 2019.

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

Timeline

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Links

On csauthors.net:

Bibliography

2019
Extracting Privileged Information for Enhancing Classifier Learning.
IEEE Trans. Image Processing, 2019

2018
Multiview Discrete Hashing for Scalable Multimedia Search.
ACM TIST, 2018

Jointly Sparse Hashing for Image Retrieval.
IEEE Trans. Image Processing, 2018

Hashing with Angular Reconstructive Embeddings.
IEEE Trans. Image Processing, 2018

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features.
IEEE Trans. Human-Machine Systems, 2018

Recurrent attention network using spatial-temporal relations for action recognition.
Signal Processing, 2018

Zero-shot learning via discriminative representation extraction.
Pattern Recognition Letters, 2018

Robust discrete code modeling for supervised hashing.
Pattern Recognition, 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Semantic binary coding for visual recognition via joint concept-attribute modelling.
Multimedia Tools Appl., 2018

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

A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.
J. Visual Communication and Image Representation, 2018

Person re-identification with activity prediction based on hierarchical spatial-temporal model.
Neurocomputing, 2018

Learning binary codes with local and inner data structure.
Neurocomputing, 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.
Data Science and Engineering, 2018

Collaborative Learning for Extremely Low Bit Asymmetric Hashing.
CoRR, 2018

Highly-Economized Multi-View Binary Compression for Scalable Image Clustering.
CoRR, 2018

Zero-Shot Sketch-Image Hashing.
CoRR, 2018

Neural Stereoscopic Image Style Transfer.
CoRR, 2018

GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Chat More: Deepening and Widening the Chatting Topic via A Deep Model.
Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Domain Invariant Subspace Learning for Cross-Modal Retrieval.
Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

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

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Visual Spatial Attention Network for Relationship Detection.
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Learning to Synthesize 3D Indoor Scenes from Monocular Images.
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

Extracting Privileged Information from Untagged Corpora for Classifier Learning.
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

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval.
Proceedings of the Computer Vision - ECCV 2018, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.
Proceedings of the Computer Vision - ECCV 2018, 2018

TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights.
Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.
Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Stereoscopic Image Style Transfer.
Proceedings of the Computer Vision - ECCV 2018, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.
Proceedings of the Database Systems for Advanced Applications, 2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.
Proceedings of the Database Systems for Advanced Applications, 2018

Zero-Shot Sketch-Image Hashing.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Structure-Aware 3D Shape Synthesis from Single-View Images.
Proceedings of the British Machine Vision Conference 2018, 2018

Discovering and Distinguishing Multiple Visual Senses for Polysemous Words.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Processing Long Queries Against Short Text: Top-k Advertisement Matching in News Stream Applications.
ACM Trans. Inf. Syst., 2017

Exploiting Web Images for Dataset Construction: A Domain Robust Approach.
IEEE Trans. Multimedia, 2017

Asymmetric Binary Coding for Image Search.
IEEE Trans. Multimedia, 2017

Discrete Nonnegative Spectral Clustering.
IEEE Trans. Knowl. Data Eng., 2017

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

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.
IEEE Trans. Image Processing, 2017

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
IEEE Trans. Image Processing, 2017

Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval.
IEEE Trans. Image Processing, 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.
IEEE Trans. Image Processing, 2017

Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval.
IEEE Trans. Cybernetics, 2017

Indexing and mining large-scale neuron databases using maximum inner product search.
Pattern Recognition, 2017

Learning robust and discriminative low-rank representations for face recognition with occlusion.
Pattern Recognition, 2017

Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis.
Multimedia Tools Appl., 2017

Multi-view feature selection and classification for Alzheimer's Disease diagnosis.
Multimedia Tools Appl., 2017

Captioning Videos Using Large-Scale Image Corpus.
J. Comput. Sci. Technol., 2017

A new web-supervised method for image dataset constructions.
Neurocomputing, 2017

Large-scale image retrieval with supervised sparse hashing.
Neurocomputing, 2017

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

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

Joint Hierarchical Category Structure Learning and Large-Scale Image Classification.
CoRR, 2017

Towards Automatic Construction of Diverse, High-quality Image Dataset.
CoRR, 2017

Refining Image Categorization by Exploiting Web Images and General Corpus.
CoRR, 2017

Robust and Real-time Deep Tracking Via Multi-Scale Domain Adaptation.
CoRR, 2017

From Zero-shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.
CoRR, 2017

Deep Sketch Hashing: Fast Free-hand Sketch-Based Image Retrieval.
CoRR, 2017

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

Event Early Embedding: Predicting Event Volume Dynamics at Early Stage.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Unifying Multi-Source Social Media Data for Personalized Travel Route Planning.
Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Efficient Binary Coding for Subspace-based Query-by-Image Video Retrieval.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

A System for Spatiotemporal Anomaly Localization in Surveillance Videos.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Asymmetric Pairwise Hashing.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Transductive Visual-Semantic Embedding for Zero-shot Learning.
Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Attribute hashing for zero-shot image retrieval.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Robust and real-time deep tracking via multi-scale domain adaptation.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Asymmetric sparse hashing.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Unsupervised cross-modal retrieval through adversarial learning.
Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning.
Proceedings of the Internet Multimedia Computing and Service, 2017

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

Zero-Shot Action Recognition with Error-Correcting Output Codes.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Binary Coding for Partial Action Analysis with Limited Observation Ratios.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

From Zero-Shot Learning to Conventional Supervised Classification: Unseen Visual Data Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Discretely Coding Semantic Rank Orders for Supervised Image Hashing.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Movie Fill in the Blank with Adaptive Temporal Attention and Description Update.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Deep Approach for Multi-modal User Attribute Modeling.
Proceedings of the Databases Theory and Applications, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.
Proceedings of the Databases Theory and Applications, 2017

Compressed K-Means for Large-Scale Clustering.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

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

Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker.
IEEE Signal Process. Lett., 2016

Robust Cross-view Hashing for Multimedia Retrieval.
IEEE Signal Process. Lett., 2016

Active contour evolved by joint probability classification on Riemannian manifold.
Signal, Image and Video Processing, 2016

Face image classification by pooling raw features.
Pattern Recognition, 2016

Face recognition using linear representation ensembles.
Pattern Recognition, 2016

Face Recognition Using A Low Rank Representation Based Projections Method.
Neural Processing Letters, 2016

Robust regression based face recognition with fast outlier removal.
Multimedia Tools Appl., 2016

Binary code learning via optimal class representations.
Neurocomputing, 2016

L2, p-norm and sample constraint based feature selection and classification for AD diagnosis.
Neurocomputing, 2016

Binary representation learning in computer vision.
Neurocomputing, 2016

Face identification with second-order pooling in single-layer networks.
Neurocomputing, 2016

Spatial and temporal scoring for egocentric video summarization.
Neurocomputing, 2016

Combining multi-representation for multimedia event detection using co-training.
Neurocomputing, 2016

Exploiting Web Images for Dataset Construction: A Domain Robust Approach.
CoRR, 2016

Zero-Shot Hashing via Transferring Supervised Knowledge.
CoRR, 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.
CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.
CoRR, 2016

Recurrent Image Captioner: Describing Images with Spatial-Invariant Transformation and Attention Filtering.
CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.
CoRR, 2016

Discrete Collaborative Filtering.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Extracting Visual Knowledge from the Internet: Making Sense of Image Data.
Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

A Domain Robust Approach For Image Dataset Construction.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Cross-modal Retrieval with Label Completion.
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

Bidirectional Long-Short Term Memory for Video Description.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Zero-Shot Hashing via Transferring Supervised Knowledge.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Discriminant Cross-modal Hashing.
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Maximum inner product search for morphological retrieval of large-scale neuron data.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Unified Framework for Discrete Spectral Clustering.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Automatic image dataset construction with multiple textual metadata.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Dynamic User Attribute Discovery on Social Media.
Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015
Hashing on Nonlinear Manifolds.
IEEE Trans. Image Processing, 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.
IEEE Trans. Big Data, 2015

Kernel Low-Rank Representation for face recognition.
Neurocomputing, 2015

Hashing with Inductive Supervised Learning.
Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 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

Visual Coding in a Semantic Hierarchy.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-view Latent Hashing for Efficient Multimedia Search.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Multi-view Semi-supervised Learning for Web Image Annotation.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Learning Binary Codes for Maximum Inner Product Search.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Supervised Discrete Hashing.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Boosting Separability in Semisupervised Learning for Object Classification.
IEEE Trans. Circuits Syst. Video Techn., 2014

Image classification using local linear regression.
Neural Computing and Applications, 2014

Fast approximate L minimization: Speeding up robust regression.
Computational Statistics & Data Analysis, 2014

Hashing on Nonlinear Manifolds.
CoRR, 2014

Face Identification with Second-Order Pooling.
CoRR, 2014

Face Image Classification by Pooling Raw Features.
CoRR, 2014

2013
Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis.
IEEE Trans. Image Processing, 2013

Locality constrained representation based classification with spatial pyramid patches.
Neurocomputing, 2013

Fast Approximate L_infty Minimization: Speeding Up Robust Regression
CoRR, 2013

Inductive Hashing on Manifolds
CoRR, 2013

Generic Image Classification Approaches Excel on Face Recognition.
CoRR, 2013

Training boosting-like algorithms with semi-supervised subspace learning.
Proceedings of the IEEE International Conference on Image Processing, 2013

Inductive Hashing on Manifolds.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
UBoost: Boosting with the Universum.
IEEE Trans. Pattern Anal. Mach. Intell., 2012


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