Guo-Jun Qi

The Duc Kieu

ACM Trans. Multim. Comput. Commun. Appl., 2019

Multi-level Similarity Perception Network for Person Re-identification.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2019

Deep Semantic-Preserving Ordinal Hashing for Cross-Modal Similarity Search.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2019

Deep Ordinal Hashing With Spatial Attention.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Sharp Attention Network via Adaptive Sampling for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Image generation via latent space learning using improved combination.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Large-Scale Bisample Learning on ID Versus Spot Face Recognition.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2019

FLAT: Few-Shot Learning via Autoencoding Transformation Regularizers.

[BibT_eX]

[DOI]

Haohang Xu

Hongkai Xiong

Guojun Qi

CoRR, 2019

EnAET: Self-Trained Ensemble AutoEncoding Transformations for Semi-Supervised Learning.

[BibT_eX]

[DOI]

CoRR, 2019

AETv2: AutoEncoding Transformations for Self-Supervised Representation Learning by Minimizing Geodesic Distances in Lie Groups.

[BibT_eX]

[DOI]

CoRR, 2019

PC-DARTS: Partial Channel Connections for Memory-Efficient Differentiable Architecture Search.

[BibT_eX]

[DOI]

CoRR, 2019

Learning Generalized Transformation Equivariant Representations via Autoencoding Transformations.

[BibT_eX]

[DOI]

CoRR, 2019

Differential Recurrent Neural Network and its Application for Human Activity Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval.

[BibT_eX]

[DOI]

CoRR, 2019

Cascade Attention Machine for Occluded Landmark Detection in 2D X-Ray Angiography.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Improving Diversity of Image Captioning Through Variational Autoencoders and Adversarial Learning.

[BibT_eX]

[DOI]

Li Ren

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

MSAFusionNet: Multiple Subspace Attention Based Deep Multi-modal Fusion Network.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

DCCL: A Benchmark for Cervical Cytology Analysis.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning in Medical Imaging - 10th International Workshop, 2019

Boundary Perception Guidance: A Scribble-Supervised Semantic Segmentation Approach.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

AVT: Unsupervised Learning of Transformation Equivariant Representations by Autoencoding Variational Transformations.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Few-Shot Image Recognition With Knowledge Transfer.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Task Agnostic Meta-Learning for Few-Shot Learning.

[BibT_eX]

[DOI]

Muhammad Abdullah Jamal

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Learning to Adaptively Scale Recurrent Neural Networks.

[BibT_eX]

[DOI]

Liqiang Wang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Learning Label Preserving Binary Codes for Multimedia Retrieval: A General Approach.

[BibT_eX]

[DOI]

Kai Li

ACM Trans. Multim. Comput. Commun. Appl., 2018

Semantic Neighbor Graph Hashing for Multimodal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Image Classification With Tailored Fine-Grained Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Co-SpOT: Cooperative Spectrum Opportunity Detection Using Bayesian Clustering in Spectrum-Heterogeneous Cognitive Radio Networks.

[BibT_eX]

[DOI]

IEEE Trans. Cogn. Commun. Netw., 2018

Rethink and Redesign Meta learning.

[BibT_eX]

[DOI]

CoRR, 2018

Task-Agnostic Meta-Learning for Few-shot Learning.

[BibT_eX]

[DOI]

Muhammad Abdullah Jamal

Mubarak Shah

CoRR, 2018

IGCV2: Interleaved Structured Sparse Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Deep Differential Recurrent Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Latent Dirichlet Truth Discovery: Separating Trustworthy and Untrustworthy Components in Data Sources.

[BibT_eX]

[DOI]

IEEE Access, 2018

Weakly Supervised Facial Attribute Manipulation via Deep Adversarial Network.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018

CapProNet: Deep Feature Learning via Orthogonal Projections onto Capsule Subspaces.

[BibT_eX]

[DOI]

Liheng Zhang

Marzieh Edraki

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Previewer for Multi-Scale Object Detector.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018

Multimedia Content Understanding by Learning from Very Few Examples: Recent Progress on Unsupervised, Semi-Supervised and Supervised Deep Learning Approaches.

[BibT_eX]

[DOI]

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Automated Pulmonary Nodule Detection: High Sensitivity with Few Candidates.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

An Adversarial Approach to Hard Triplet Generation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Generalized Loss-Sensitive Adversarial Learning with Manifold Margins.

[BibT_eX]

[DOI]

Marzieh Edraki

Proceedings of the Computer Vision - ECCV 2018, 2018

Interleaved Structured Sparse Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Global Versus Localized Generative Adversarial Nets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017

A Temporal Order Modeling Approach to Human Action Recognition from Multimodal Sensor Data.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2017

LEGO-MM: LEarning Structured Model by Probabilistic loGic Ontology Tree for MultiMedia.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Tri-Clustered Tensor Completion for Social-Aware Image Tag Refinement.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Joint Intermodal and Intramodal Label Transfers for Extremely Rare or Unseen Classes.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Linear Subspace Ranking Hashing for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2017

Semantic Image Retrieval with Feature Space Rankings.

[BibT_eX]

[DOI]

Kai Li

Jun Ye

Tuoerhongjiang Yusuph

Int. J. Semantic Comput., 2017

Global versus Localized Generative Adversarial Nets.

[BibT_eX]

[DOI]

Liheng Zhang

CoRR, 2017

Interleaved Group Convolutions for Deep Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2017

Stock Price Prediction via Discovering Multi-Frequency Trading Patterns.

[BibT_eX]

[DOI]

Liheng Zhang

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Mixture Factorized Ornstein-Uhlenbeck Processes for Time-Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

State-Frequency Memory Recurrent Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 34th International Conference on Machine Learning, 2017

Context-patch based face hallucination via thresholding locality-constrained representation and reproducing learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia and Expo, 2017

Interleaved Group Convolutions.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

A Study of Question Effectiveness Using Reddit "Ask Me Anything" Threads.

[BibT_eX]

[DOI]

Kristjan Arumae

Fei Liu

Proceedings of the Thirtieth International Florida Artificial Intelligence Research Society Conference, 2017

Concurrence-Aware Long Short-Term Sub-Memories for Person-Person Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

Temporal Domain Neural Encoder for Video Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

CLARE: A Joint Approach to Label Classification and Tag Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016

Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2016

Large-scale supervised similarity learning in networks.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2016

Temporal Order-based First-Take-All Hashing for Fast Attention-Deficit-Hyperactive-Disorder Detection.

[BibT_eX]

[DOI]

Joey Velez-Ginorio

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Supervised Ranking Hash for Semantic Similarity Search.

[BibT_eX]

[DOI]

Kai Li

Jun Ye

Tuoerhongjiang Yusuph

Proceedings of the IEEE International Symposium on Multimedia, 2016

Cross-modal hashing through ranking subspace learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2016

Supervised Quantization for Similarity Search.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Hierarchically Gated Deep Networks for Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

Guest Editorial: Deep Learning for Multimedia Computing.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Breaking the Barrier to Transferring Link Information across Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining (Part 2).

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Guest Editorial: Big Media Data: Understanding, Search, and Mining.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Ontological Random Forests for Image Classification.

[BibT_eX]

[DOI]

Int. J. Inf. Retr. Res., 2015

First-Take-All: Temporal Order-Preserving Hashing for 3D Action Videos.

[BibT_eX]

[DOI]

CoRR, 2015

Decentralized Recommender Systems.

[BibT_eX]

[DOI]

CoRR, 2015

Rank Subspace Learning for Compact Hash Codes.

[BibT_eX]

[DOI]

CoRR, 2015

Weakly-Shared Deep Transfer Networks for Heterogeneous-Domain Knowledge Propagation.

[BibT_eX]

[DOI]

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Temporal Order-Preserving Dynamic Quantization for Human Action Recognition from Multimodal Sensor Streams.

[BibT_eX]

[DOI]

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

Deep Learning Architecture with Dynamically Programmed Layers for Brain Connectome Prediction.

[BibT_eX]

[DOI]

Vivek Veeriah

Rohit Durvasula

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Heterogeneous Network Embedding via Deep Architectures.

[BibT_eX]

[DOI]

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

Differential Recurrent Neural Networks for Action Recognition.

[BibT_eX]

[DOI]

Vivek Veeriah

Naifan Zhuang

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Sparse composite quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014

Multi-Label Image Categorization With Sparse Factor Representation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2014

Social media mining and knowledge discovery.

[BibT_eX]

[DOI]

Multim. Syst., 2014

Factorized Similarity Learning in Networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Data Mining, 2014

2013

Information trust, inference and transfer in social and information networks

[BibT_eX]

[DOI]

PhD thesis, 2013

Cross-Space Affinity Learning with Its Application to Movie Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2013

Mining collective intelligence in diverse groups.

[BibT_eX]

[DOI]

Proceedings of the 22nd International World Wide Web Conference, 2013

Online community detection in social sensing.

[BibT_eX]

[DOI]

Proceedings of the Sixth ACM International Conference on Web Search and Data Mining, 2013

Multimedia LEGO: Learning Structured Model by Probabilistic Logic Ontology Tree.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE 13th International Conference on Data Mining, 2013

Link prediction across networks by biased cross-network sampling.

[BibT_eX]

[DOI]

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Clustering Multimedia Data.

[BibT_eX]

Proceedings of the Data Clustering: Algorithms and Applications, 2013

2012

Web-Scale Multimedia Information Networks.

[BibT_eX]

[DOI]

Proc. IEEE, 2012

Exploring Context and Content Links in Social Media: A Latent Space Method.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2012

Recommending Flickr groups with social topic model.

[BibT_eX]

[DOI]

Inf. Retr., 2012

Learning from Collective Intelligence in Groups

[BibT_eX]

[DOI]

CoRR, 2012

On clustering heterogeneous social media objects with outlier links.

[BibT_eX]

[DOI]

Proceedings of the Fifth International Conference on Web Search and Web Data Mining, 2012

Transfer Learning of Distance Metrics by Cross-Domain Metric Sampling across Heterogeneous Spaces.

[BibT_eX]

[DOI]

Proceedings of the Twelfth SIAM International Conference on Data Mining, 2012

Community Detection with Edge Content in Social Media Networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Towards semantic knowledge propagation from text corpus to web images.

[BibT_eX]

[DOI]

Guojun Qi

Proceedings of the 20th International Conference on World Wide Web, 2011

PhotoNet: A Similarity-Aware Picture Delivery Service for Situation Awareness.

[BibT_eX]

[DOI]

Md. Yusuf Sarwar Uddin

Proceedings of the 32nd IEEE Real-Time Systems Symposium, 2011

PhotoNet: A similarity-aware image delivery service for situation awareness.

[BibT_eX]

[DOI]

Hongyan Wang

Md. Yusuf Sarwar Uddin

Proceedings of the 10th International Conference on Information Processing in Sensor Networks, 2011

Locality-sensitive support vector machine by exploring local correlation and global regularization.

[BibT_eX]

[DOI]

Guojun Qi

Qi Tian

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Towards cross-category knowledge propagation for learning visual concepts.

[BibT_eX]

[DOI]

Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Multimedia Information Networks in Social Media.

[BibT_eX]

[DOI]

Proceedings of the Social Network Data Analytics, 2011

2010

Image Annotation by Graph-Based Inference With Integrated Multiple/Single Instance Representations.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Image Classification With Kernelized Spatial-Context.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2010

Enhancing Multi-lingual Information Extraction via Cross-Media Inference and Fusion.

[BibT_eX]

[DOI]

Proceedings of the COLING 2010, 2010

2009

Correlative Linear Neighborhood Propagation for Video Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2009

Unified Video Annotation via Multigraph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

Video semantic analysis based on structure-sensitive anisotropic manifold ranking.

[BibT_eX]

[DOI]

Signal Process., 2009

Two-Dimensional Multilabel Active Learning with an Efficient Online Adaptation Model for Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2009

Semi-supervised kernel density estimation for video annotation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2009

Inferring semantic concepts from community-contributed images and noisy tags.

[BibT_eX]

[DOI]

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Learning semantic distance from community-tagged media collection.

[BibT_eX]

[DOI]

Xian-Sheng Hua

Hong-Jiang Zhang

Proceedings of the 17th International Conference on Multimedia 2009, 2009

An efficient sparse metric learning in high-dimensional space via l1-penalized log-determinant regularization.

[BibT_eX]

[DOI]

Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Active Video Annotation.

[BibT_eX]

[DOI]

Proceedings of the Semantic Mining Technologies for Multimedia Databases., 2009

2008

Correlative multilabel video annotation with temporal kernels.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2008

Video Annotation Based on Kernel Linear Neighborhood Propagation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2008

MSRA atT TRECVID 2008: High-Level Feature Extraction and Automatic Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2008 workshop participants notebook papers, 2008

Integrated graph-based semi-supervised multiple/single instance learning framework for image annotation.

[BibT_eX]

[DOI]

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Online multi-label active annotation: towards large-scale content-based video search.

[BibT_eX]

[DOI]

Xian-Sheng Hua

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Query-independent learning for video search.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

Joint multi-label multi-instance learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

A joint appearance-spatial distance for kernel-based image categorization.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

Two-Dimensional Active Learning for image classification.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007

Interactive Video Annotation by Multi-Concept Multi-Modality Active Learning.

[BibT_eX]

[DOI]

Int. J. Semantic Comput., 2007

MSRA-USTC-SJTU at TRECVID 2007: High-Level Feature Extraction and Search.

[BibT_eX]

[DOI]

Proceedings of the TRECVID 2007 workshop participants notebook papers, 2007

Kernel-Based Linear Neighborhood Propagation for Semantic Video Annotation.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

Refining video annotation by exploiting pairwise concurrent relation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Structure-sensitive manifold ranking for video concept detection.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Typicality ranking via semi-supervised multiple-instance learning.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Correlative multi-label video annotation.

[BibT_eX]

[DOI]

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Learning Concepts by Modeling Relationships.

[BibT_eX]

[DOI]

Yong Rui