Zechao Li

Frontiers Comput. Sci., February, 2025

Relational Consistency Induced Self-Supervised Hashing for Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., January, 2025

2024

Global Meets Local: Dual Activation Hashing Network for Large-Scale Fine-Grained Image Retrieval.

[BibT_eX]

[DOI]

Xin Jiang

Hao Tang

IEEE Trans. Knowl. Data Eng., November, 2024

Extraordinarily Time- and Memory-Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain: From Shallow to Deep.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., October, 2024

Learning Contrastive Self-Distillation for Ultra-Fine-Grained Visual Categorization Targeting Limited Samples.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., August, 2024

Normal Image Guided Segmentation Framework for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., June, 2024

Context Disentangling and Prototype Inheriting for Robust Visual Grounding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Alleviating Over-Fitting in Hashing-Based Fine-Grained Image Retrieval: From Causal Feature Learning to Binary-Injected Hash Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Unbiased Visual Question Answering by Leveraging Instrumental Variable.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Self-Paced Relational Contrastive Hashing for Large-Scale Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2024

Spatial Structure Constraints for Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2024

AFANet: Adaptive Frequency-Aware Network for Weakly-Supervised Few-Shot Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2024

Descriptive Caption Enhancement with Visual Specialists for Multimodal Perception.

[BibT_eX]

[DOI]

CoRR, 2024

Divide-and-Conquer: Confluent Triple-Flow Network for RGB-T Salient Object Detection.

[BibT_eX]

[DOI]

CoRR, 2024

EventCrab: Harnessing Frame and Point Synergy for Event-based Action Recognition and Beyond.

[BibT_eX]

[DOI]

CoRR, 2024

Fast Disentangled Slim Tensor Learning for Multi-view Clustering.

[BibT_eX]

[DOI]

CoRR, 2024

Improving Multi-modal Large Language Model through Boosting Vision Capabilities.

[BibT_eX]

[DOI]

CoRR, 2024

Why pre-training is beneficial for downstream classification tasks?

[BibT_eX]

[DOI]

Xin Jiang

Xu Cheng

CoRR, 2024

CSGO: Content-Style Composition in Text-to-Image Generation.

[BibT_eX]

[DOI]

CoRR, 2024

IMAGDressing-v1: Customizable Virtual Dressing.

[BibT_eX]

[DOI]

CoRR, 2024

A Recover-then-Discriminate Framework for Robust Anomaly Detection.

[BibT_eX]

[DOI]

CoRR, 2024

Inv-Adapter: ID Customization Generation via Image Inversion and Lightweight Adapter.

[BibT_eX]

[DOI]

CoRR, 2024

TMM-CLIP: Task-guided Multi-Modal Alignment for Rehearsal-Free Class Incremental Learning.

[BibT_eX]

[DOI]

Proceedings of the 6th ACM International Conference on Multimedia in Asia, 2024

3DPCP-Net: A Lightweight Progressive 3D Correspondence Pruning Network for Accurate and Efficient Point Cloud Registration.

[BibT_eX]

[DOI]

Jingtao Wang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

DVF: Advancing Robust and Accurate Fine-Grained Image Retrieval with Retrieval Guidelines.

[BibT_eX]

[DOI]

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

VRP-SAM: SAM with Visual Reference Prompt.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA.

[BibT_eX]

[DOI]

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

Learning Cluster-Wise Anchors for Multi-View Clustering.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Delving into Multimodal Prompting for Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Visual Anomaly Detection via Partition Memory Bank Module and Error Estimation.

[BibT_eX]

[DOI]

Peng Xing

IEEE Trans. Circuits Syst. Video Technol., August, 2023

Who is partner: A new perspective on data association of multi-object tracking.

[BibT_eX]

[DOI]

Yuqing Ding

Image Vis. Comput., August, 2023

Neulft: A Novel Approach to Nonlinear Canonical Polyadic Decomposition on High-Dimensional Incomplete Tensors.

[BibT_eX]

[DOI]

Xin Luo

Hao Wu

IEEE Trans. Knowl. Data Eng., June, 2023

Probabilistic Regularized Extreme Learning for Robust Modeling of Traffic Flow Forecasting.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Deep Semantic Multimodal Hashing Network for Scalable Image-Text and Video-Text Retrievals.

[BibT_eX]

[DOI]

Lu Jin

IEEE Trans. Neural Networks Learn. Syst., April, 2023

Entity-Enhanced Adaptive Reconstruction Network for Weakly Supervised Referring Expression Grounding.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., March, 2023

Tube-Embedded Transformer for Pixel Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

3D3M: 3D Modulated Morphable Model for Monocular Face Reconstruction.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2023

What Large Language Models Bring to Text-rich VQA?

[BibT_eX]

[DOI]

CoRR, 2023

DiffusionVMR: Diffusion Model for Video Moment Retrieval.

[BibT_eX]

[DOI]

CoRR, 2023

M<sup>3</sup>Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2023

Training-Free Instance Segmentation from Semantic Image Segmentation Masks.

[BibT_eX]

[DOI]

CoRR, 2023

The 3rd Anti-UAV Workshop & Challenge: Methods and Results.

[BibT_eX]

[DOI]

CoRR, 2023

Exploring Effective Factors for Improving Visual In-Context Learning.

[BibT_eX]

[DOI]

CoRR, 2023

Robust Spectral Embedding Completion Based Incomplete Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

M3Net: Multi-view Encoding, Matching, and Fusion for Few-shot Fine-grained Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

2022

Causal Inference with Knowledge Distilling and Curriculum Learning for Unbiased VQA.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2022

Global-Guided Selective Context Network for Scene Parsing.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Learning Robust Discriminant Subspace Based on Joint L₂, ₚ- and L₂, ₛ-Norm Distance Metrics.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Sub-Region Localized Hashing for Fine-Grained Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2022

MMatch: Semi-Supervised Discriminative Representation Learning for Multi-View Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2022

Learning attention-guided pyramidal features for few-shot fine-grained recognition.

[BibT_eX]

[DOI]

Pattern Recognit., 2022

CTNet: Context-Based Tandem Network for Semantic Segmentation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Asymmetric Distillation Post-Segmentation Method for Image Anomaly Detection.

[BibT_eX]

[DOI]

Peng Xing

CoRR, 2022

Self-Supervised Guided Segmentation Framework for Unsupervised Anomaly Detection.

[BibT_eX]

[DOI]

Peng Xing

CoRR, 2022

Intelligent media computing technology and application for media convergence.

[BibT_eX]

[DOI]

CAAI Trans. Intell. Technol., 2022

Bag of Tricks for "Vision Meet Alage" Object Detection Challenge.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Universal Village, 2022

Deep Learning Based Algae Detection Method.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference on Universal Village, 2022

Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Time and Memory Efficient Large-Scale Canonical Correlation Analysis in Fourier Domain.

[BibT_eX]

[DOI]

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Cross-modal Token Selection for Video Understanding.

[BibT_eX]

[DOI]

Proceedings of the HCMA@MM 2022: Proceedings of the 3rd International Workshop on Human-Centric Multimedia Analysis, 2022

NTIRE 2022 Challenge on Learning the Super-Resolution Space.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

NTIRE 2022 Burst Super-Resolution Challenge.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Label Distribution Learning with Label Correlations on Local Samples.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

RED-Nets: Redistribution Networks for Multi-View Classification.

[BibT_eX]

[DOI]

Inf. Fusion, 2021

SSA: Semantic Structure Aware Inference for Weakly Pixel-Wise Dense Predictions without Cost.

[BibT_eX]

[DOI]

CoRR, 2021

CTNet: Context-based Tandem Network for Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Semi-supervised local feature selection for data classification.

[BibT_eX]

[DOI]

Sci. China Inf. Sci., 2021

Extracting Useful Knowledge from Noisy Web Images via Data Purification for Fine-Grained Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2020

Task-Oriented Network for Image Dehazing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Discriminative supplementary representation learning for novel-category classification.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Weakly-supervised Semantic Guided Hashing for Social Image Retrieval.

[BibT_eX]

[DOI]

Int. J. Comput. Vis., 2020

Data-driven Meta-set Based Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Distilling knowledge in causal inference for unbiased visual question answering.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Online Video Object Detection via Local and Mid-Range Feature Propagation.

[BibT_eX]

[DOI]

Zhifan Zhu

Proceedings of the HuMA'20: Proceedings of the 1st International Workshop on Human-centric Multimedia Analysis, 2020

Data-driven Meta-set Based Fine-Grained Visual Recognition.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

BlockMix: Meta Regularization and Self-Calibrated Inference for Metric-Based Meta-Learning.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

NuI-Go: Recursive Non-Local Encoder-Decoder Network for Retinal Image Non-Uniform Illumination Removal.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Weakly-Supervised Image Hashing through Masked Visual-Semantic Graph-based Reasoning.

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

How to Learn Item Representation for Cold-Start Multimedia Recommendation?

[BibT_eX]

[DOI]

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Face Super-Resolution Guided by 3D Facial Priors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Show, Reward, and Tell: Adversarial Visual Story Generation.

[BibT_eX]

[DOI]

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

Nonpeaked Discriminant Analysis for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 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

Social Anchor-Unit Graph Regularized Tensor Completion for Large-Scale Image Retagging.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep Collaborative Embedding for Social Image Understanding.

[BibT_eX]

[DOI]

Tao Mei

IEEE Trans. Pattern Anal. Mach. Intell., 2019

Deep networks with non-static activation function.

[BibT_eX]

[DOI]

Huajun Zhou

Multim. Tools Appl., 2019

Multimedia retrieval by deep hashing with multilevel similarity learning.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2019

Deep Semantic Multimodal Hashing Network for Scalable Multimedia Retrieval.

[BibT_eX]

[DOI]

CoRR, 2019

Cauchy Matrix Factorization for Tag-Based Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Access, 2019

Attention-Aware Feature Pyramid Ordinal Hashing for Image Retrieval.

[BibT_eX]

[DOI]

Xie Sun

Lu Jin

Proceedings of the MMAsia '19: ACM Multimedia Asia, Beijing, China, December 16-18, 2019, 2019

Label distribution learning with label-specific features.

[BibT_eX]

[DOI]

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

Few-Shot Image Recognition With Knowledge Transfer.

[BibT_eX]

[DOI]

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

Facial Emotion Distribution Learning by Exploiting Low-Rank Label Correlations Locally.

[BibT_eX]

[DOI]

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

RGBD Based Gaze Estimation via Multi-Task CNN.

[BibT_eX]

[DOI]

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

2018

L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Discriminative Deep Quantization Hashing for Face Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2018

Robust Structured Nonnegative Matrix Factorization for Image Representation.

[BibT_eX]

[DOI]

Xiaofei He

IEEE Trans. Neural Networks Learn. Syst., 2018

Modeling Multimodal Clues in a Hybrid Deep Learning Framework for Video Classification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2018

Weakly Supervised Multimodal Hashing for Scalable Social Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Image Classification With Tailored Fine-Grained Dictionaries.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Supervised deep hashing for scalable face image retrieval.

[BibT_eX]

[DOI]

Xiang Zhu

Pattern Recognit., 2018

Personalized Age Progression with Bi-Level Aging Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2018

Video summarization via exploring the global and local importance.

[BibT_eX]

[DOI]

Tongling Hu

Multim. Tools Appl., 2018

Tracking the evolution of overlapping communities in dynamic social networks.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2018

Visual understanding by mining social media: recent advances and challenges.

[BibT_eX]

[DOI]

Xueming Wang

Frontiers Comput. Sci., 2018

Learning-Based Multimedia Analyses and Applications.

[BibT_eX]

[DOI]

Adv. Multim., 2018

Matrix Entropy Driven Maximum Margin Feature Learning.

[BibT_eX]

[DOI]

Dong Zhang

Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

Participation-Contributed Temporal Dynamic Model for Group Activity Recognition.

[BibT_eX]

[DOI]

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

Deep hashing with multilevel similarity learning for multimedia similarity search.

[BibT_eX]

[DOI]

Lu Jin

Proceedings of the 10th International Conference on Internet Multimedia Computing and Service, 2018

Learning Dual Convolutional Neural Networks for Low-Level Vision.

[BibT_eX]

[DOI]

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

Single Image Dehazing via Conditional Generative Adversarial Network.

[BibT_eX]

[DOI]

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

Unsupervised Video Summarization Based on Consistent Clip Generation.

[BibT_eX]

[DOI]

Xin Ai

Yan Song

Proceedings of the Fourth IEEE International Conference on Multimedia Big Data, 2018

Show, Reward and Tell: Automatic Generation of Narrative Paragraph From Photo Stream by Adversarial Training.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Weakly Supervised Deep Matrix Factorization for Social Image Understanding.

[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

Multimedia news QA: Extraction and visualization integration with multiple-source information.

[BibT_eX]

[DOI]

Xueming Wang

Image Vis. Comput., 2017

Hybrid CSA optimization with seasonal RVR in traffic flow forecasting.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2017

KNN-based Image Annotation by Collectively Mining Visual and Semantic Similarities.

[BibT_eX]

[DOI]

Qian Ji

Liyan Zhang

KSII Trans. Internet Inf. Syst., 2017

Learning discriminative supplementary features to attributes for novel-category classification.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Visual Communications and Image Processing, 2017

A Fast and General Method for Partial Face Recognition.

[BibT_eX]

[DOI]

Qianhao Wu

Proceedings of the Advances in Multimedia Information Processing - PCM 2017, 2017

Wheel: Accelerating CNNs with Distributed GPUs via Hybrid Parallelism and Alternate Strategy.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Discriminative Deep Hashing for Scalable Face Image Retrieval.

[BibT_eX]

[DOI]

Jie Lin

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Multi-part boosting LSTMS for skeleton based human activity analysis.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Multimedia & Expo Workshops, 2017

Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Image Retrieval Based on Optimized Visual Dictionary and Adaptive Soft Assignment.

[BibT_eX]

[DOI]

Hui Liu

Xiangbo Shu

Proceedings of the Internet Multimedia Computing and Service, 2017

CAD: Scale Invariant Framework for Real-Time Object Detection.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 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

Hardware-Efficient Guided Image Filtering for Multi-label Problem.

[BibT_eX]

[DOI]

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

Unsupervised Video Summaries Using Multiple Features and Image Quality.

[BibT_eX]

[DOI]

Proceedings of the Third IEEE International Conference on Multimedia Big Data, 2017

Weakly-Supervised Deep Nonnegative Low-Rank Model for Social Image Tag Refinement and Assignment.

[BibT_eX]

[DOI]

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

Understanding-Oriented Multimedia Content Analysis

[BibT_eX]

[DOI]

Springer Theses, Springer, ISBN: 978-981-10-3688-0, 2017

2016

Generalized Deep Transfer Networks for Knowledge Propagation in Heterogeneous Domains.

[BibT_eX]

[DOI]

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

Domain-Sensitive Recommendation with User-Item Subgroup Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

Multimedia News Summarization in Search.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2016

Overlapping community detection based on node location analysis.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2016

Age progression: Current technologies and applications.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Projective nonnegative matrix factorization for social image retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Object co-segmentation via salient and common regions discovery.

[BibT_eX]

[DOI]

Neurocomputing, 2016

2015

Partially Shared Latent Factor Learning With Multiview Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2015

RGB-D Object Recognition via Incorporating Latent Data Structure and Prior Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Weakly Supervised Deep Metric Learning for Community-Contributed Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Neighborhood Discriminant Hashing for Large-Scale Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Robust Structured Subspace Learning for Data Representation.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2015

Boosted MIML method for weakly-supervised image semantic segmentation.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2015

Tag ranking based on salient region graph propagation.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Deep kinship verification.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Deep Matrix Factorization for social image tag refinement and assignment.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Workshop on Multimedia Signal Processing, 2015

Partially Common-Semantic Pursuit for RGB-D Object Recognition.

[BibT_eX]

[DOI]

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

Semantic-aware Hashing for Social Image Retrieval.

[BibT_eX]

[DOI]

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

Face Clustering in Videos with Proportion Prior.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Understanding-oriented visual representation learning.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014

Personalized Geo-Specific Tag Recommendation for Photos on Social Websites.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Clustering-Guided Sparse Structural Learning for Unsupervised Feature Selection.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2014

Semi-supervised Unified Latent Factor learning with multi-view data.

[BibT_eX]

[DOI]

Mach. Vis. Appl., 2014

Sparse semantic metric learning for image retrieval.

[BibT_eX]

[DOI]

Multim. Syst., 2014

Projective Matrix Factorization with unified embedding for social image tagging.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2014

Hand-Crafted Features or Machine Learnt Features? Together They Improve RGB-D Object Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Symposium on Multimedia, 2014

Image Representation Learning by Deep Appearance and Spatial Coding.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ACCV 2014, 2014

Learning Low-Rank Representations with Classwise Block-Diagonal Structure for Robust Face Recognition.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013

Enhancing news organization for convenient retrieval and browsing.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2013

MLRank: Multi-correlation Learning to Rank for image annotation.

[BibT_eX]

[DOI]

Pattern Recognit., 2013

Correlation consistency constrained probabilistic matrix factorization for social tag refinement.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Nonlinear matrix factorization with unified embedding for social tag relevance learning.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Structure preserving non-negative matrix factorization for dimensionality reduction.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2013

TCRec: product recommendation via exploiting social-trust network and product category information.

[BibT_eX]

[DOI]

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

Object co-segmentation via discriminative low rank matrix recovery.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Weakly-Supervised Dual Clustering for Image Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Social tag alignment with image regions by sparse reconstructions.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Low rank metric learning for social image retrieval.

[BibT_eX]

[DOI]

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Collaborative PLSA for multi-view clustering.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Pattern Recognition, 2012

Noisy Tag Alignment with Image Regions.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Learning Semantic Motion Patterns for Dynamic Scenes by Improved Sparse Topical Coding.

[BibT_eX]

[DOI]

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Chat with illustration: a chat system with visual aids.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Co-regularized PLSA for Multi-view Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

Efficient Clothing Retrieval with Semantic-Preserving Visual Phrases.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision, 2012

Unsupervised Feature Selection Using Nonnegative Spectral Analysis.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

Correlation Mining for Web News Information Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computational Social Networks, 2012

2011

Correlated PLSA for Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2011

News contextualization with geographic and visual information.

[BibT_eX]

[DOI]

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

2010

Image annotation using multi-correlation probabilistic matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Sparse constraint nearest neighbour selection in cross-media retrieval.

[BibT_eX]

[DOI]