Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Math Word Problem Generation with Memory Retrieval.

[BibT_eX]

[DOI]

Xiaowei Wang

Proceedings of the Pattern Recognition and Computer Vision - 5th Chinese Conference, 2022

One-Stage Image Inpainting with Hybrid Attention.

[BibT_eX]

[DOI]

Lulu Zhao

Ling Shen

Richang Hong

Proceedings of the MultiMedia Modeling - 28th International Conference, 2022

CRNet: Unsupervised Color Retention Network for Blind Motion Deblurring.

[BibT_eX]

[DOI]

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

FCL-GAN: A Lightweight and Real-Time Baseline for Unsupervised Blind Image Deblurring.

[BibT_eX]

[DOI]

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

Early-Learning regularized Contrastive Learning for Cross-Modal Retrieval with Noisy Labels.

[BibT_eX]

[DOI]

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

SGINet: Toward Sufficient Interaction Between Single Image Deraining and Semantic Segmentation.

[BibT_eX]

[DOI]

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

Robust Attention Deraining Network for Synchronous Rain Streaks and Raindrops Removal.

[BibT_eX]

[DOI]

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

Differentiable Cross-modal Hashing via Multimodal Transformers.

[BibT_eX]

[DOI]

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

Gloss Semantic-Enhanced Network with Online Back-Translation for Sign Language Production.

[BibT_eX]

[DOI]

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

Robust Low-Rank Convolution Network for Image Denoising.

[BibT_eX]

[DOI]

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

OCR-oriented Master Object for Text Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the ICMR '22: International Conference on Multimedia Retrieval, Newark, NJ, USA, June 27, 2022

Multi-scale Spatial Representation Learning via Recursive Hermite Polynomial Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Towards Feature Distribution Alignment and Diversity Enhancement for Data-Free Quantization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2022

Self-Supervised Cross Domain Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the ICCAI '22: 8th International Conference on Computing and Artificial Intelligence, Tianjin, China, March 18, 2022

Switchable Online Knowledge Distillation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Vibration-Based Uncertainty Estimation for Learning from Limited Supervision.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

Deep Color Consistent Network for Low-Light Image Enhancement.

[BibT_eX]

[DOI]

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

2021

Collaborative Neural Social Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

Deep Attributed Network Embedding by Preserving Structure and Attribute Information.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Syst., 2021

RMoR-Aion: Robust Multioutput Regression by Simultaneously Alleviating Input and Output Noises.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

Temporal Textual Localization in Video via Adversarial Bi-Directional Interaction Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Visual Question Answering With Dense Inter- and Intra-Modality Interactions.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

DCR: A Unified Framework for Holistic/Partial Person ReID.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2021

Exploiting Subspace Relation in Semantic Labels for Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Graph-Based Multi-Interaction Network for Video Question Answering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Fine-Grained Fashion Similarity Prediction by Attribute-Specific Embedding Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

A lightweight multi-scale aggregated model for detecting aerial images captured by UAVs.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2021

Random walk based distributed representation learning and prediction on Social Networking Services.

[BibT_eX]

[DOI]

Inf. Sci., 2021

Multimodal Semantics-Based Supervised Latent Dirichlet Allocation for Event Classification.

[BibT_eX]

[DOI]

Naiyang Miao

Feng Xue

Richang Hong

IEEE Multim., 2021

Few-shot Learning with Global Relatedness Decoupled-Distillation.

[BibT_eX]

[DOI]

CoRR, 2021

MCGNet: Partial Multi-view Few-shot Learning via Meta-alignment and Context Gated-aggregation.

[BibT_eX]

[DOI]

CoRR, 2021

Revisiting Deep Local Descriptor for Improved Few-Shot Classification.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Fair Representations for Bipartite Graph based Recommendation.

[BibT_eX]

[DOI]

CoRR, 2021

Deep Adversarial Inconsistent Cognitive Sampling for Multi-view Progressive Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2021

Learning Fair Representations for Recommendation: A Graph-based Perspective.

[BibT_eX]

[DOI]

Proceedings of the WWW '21: The Web Conference 2021, 2021

Enhanced Graph Learning for Collaborative Filtering via Mutual Information Maximization.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Privileged Graph Distillation for Cold Start Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

Set2setRank: Collaborative Set to Set Ranking for Implicit Feedback based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the SIGIR '21: The 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2021

NASTER: Non-local Attentional Scene Text Recognizer.

[BibT_eX]

[DOI]

Proceedings of the ICMR '21: International Conference on Multimedia Retrieval, 2021

2020

Video Retrieval with Similarity-Preserving Deep Temporal Hashing.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2020

Fast Matrix Factorization With Nonuniform Weights on Missing Data.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Knowledge-Based Topic Model for Multi-Modal Social Event Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2020

A Hierarchical Attention Model for Social Contextual Image Recommendation.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Cross-Domain Sentiment Encoding through Stochastic Word Embedding.

[BibT_eX]

[DOI]

John Yannis Goulermas

IEEE Trans. Knowl. Data Eng., 2020

Deep Neighborhood Component Analysis for Visual Similarity Modeling.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

A Joint Neural Model for User Behavior Prediction on Social Networking Platforms.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2020

Group-Group Loss-Based Global-Regional Feature Learning for Vehicle Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Joint Subspace Recovery and Enhanced Locality Driven Robust Flexible Discriminative Dictionary Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Cross-Entropy Adversarial View Adaptation for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Movie Question Answering via Textual Memory and Plot Graph.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Gated CNN: Integrating multi-scale feature layers for object detection.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Advance on large scale near-duplicate video retrieval.

[BibT_eX]

[DOI]

Ling Shen

Richang Hong

Yanbin Hao

Frontiers Comput. Sci., 2020

Bi-direction Context Propagation Network for Real-time Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2020

The Balanced Loss Curriculum Learning.

[BibT_eX]

[DOI]

IEEE Access, 2020

Dual Learning for Explainable Recommendation: Towards Unifying User Preference Prediction and Review Generation.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Estimation-Action-Reflection: Towards Deep Interaction Between Conversational and Recommender Systems.

[BibT_eX]

[DOI]

Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Joint Item Recommendation and Attribute Inference: An Adaptive Graph Convolutional Network Approach.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

Learning to Transfer Graph Embeddings for Inductive Graph based Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, 2020

One-bit Supervision for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

WFN-PSC: weighted-fusion network with poly-scale convolution for image dehazing.

[BibT_eX]

[DOI]

Proceedings of the MMAsia 2020: ACM Multimedia Asia, 2020

Dual Context-Aware Refinement Network for Person Search.

[BibT_eX]

[DOI]

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

Dual Hierarchical Temporal Convolutional Network with QA-Aware Dynamic Normalization for Video Story Question Answering.

[BibT_eX]

[DOI]

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

Memory-Augmented Relation Network for Few-Shot Learning.

[BibT_eX]

[DOI]

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

Adversarial Video Moment Retrieval by Jointly Modeling Ranking and Localization.

[BibT_eX]

[DOI]

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

A Text-Guided Graph Structure for Image Captioning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE International Conference on Multimedia & Expo Workshops, 2020

Real-World Person Re-Identification via Degradation Invariance Learning.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Creating Something From Nothing: Unsupervised Knowledge Distillation for Cross-Modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Revisiting Graph Based Collaborative Filtering: A Linear Residual Graph Convolutional Network Approach.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Correction to: On fusing the latent deep CNN feature for image classification.

[BibT_eX]

[DOI]

World Wide Web, 2019

On fusing the latent deep CNN feature for image classification.

[BibT_eX]

[DOI]

World Wide Web, 2019

Eigenvector-Based Distance Metric Learning for Image Classification and Retrieval.

[BibT_eX]

[DOI]

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

Cross-Modality Feature Learning via Convolutional Autoencoder.

[BibT_eX]

[DOI]

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

Introduction to the Special Issue on the Cross-Media Analysis for Visual Question Answering.

[BibT_eX]

[DOI]

Richang Hong

Yahong Han

Tat-Seng Chua

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

Table of Contents: Online Supplement Volume 15, Number 2s.

[BibT_eX]

[DOI]

Richang Hong

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

Deep Item-based Collaborative Filtering for Top-N Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2019

Deep Representation Learning With Part Loss for Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Collective Reconstructive Embeddings for Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Anomaly-Tolerant Network Traffic Estimation via Noise-Immune Temporal Matrix Completion Model.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., 2019

Diversifying Inference Path Selection: Moving-Mobile-Network for Landmark Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

A Neural Influence Diffusion Model for Social Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Efficient Graph Based Multi-view Learning.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 25th International Conference, 2019

Robust Subspace Discovery by Block-diagonal Adaptive Locality-constrained Representation.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

MMGCN: Multi-modal Graph Convolution Network for Personalized Recommendation of Micro-video.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Single-shot Semantic Image Inpainting with Densely Connected Generative Networks.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Multimodal Dialog System: Generating Responses via Adaptive Decoders.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Adversarial Graph Attention Convolution Network for Text-Based Person Search.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Erasing-based Attention Learning for Visual Question Answering.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Deep Spatial Pyramid Features Collaborative Reconstruction for Partial Person ReID.

[BibT_eX]

[DOI]

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Personalized Multimedia Item and Key Frame Recommendation.

[BibT_eX]

[DOI]

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

Densely Connected Attention Flow for Visual Question Answering.

[BibT_eX]

[DOI]

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

A Coarse-to-Fine Multi-stream Hybrid Deraining Network for Single Image Deraining.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Adaptive Transfer Network for Cross-Domain Person Re-Identification.

[BibT_eX]

[DOI]

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

2018

Product Adoption Rate Prediction in a Competitive Market.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2018

Efficient Correlation Tracking via Center-Biased Spatial Regularization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Sequential Video VLAD: Training the Aggregation Locally and Temporally.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Self-Supervised Video Hashing With Hierarchical Binary Auto-Encoder.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Pooling the Convolutional Layers in Deep ConvNets for Video Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2018

Guest Editorial: Query understanding.

[BibT_eX]

[DOI]

Liqiang Nie

Richang Hong

Peng Cui

Neurocomputing, 2018

pDisVPL: Probabilistic Discriminative Visual Part Learning for Image Classification.

[BibT_eX]

[DOI]

IEEE Multim., 2018

Fast Matrix Factorization with Non-Uniform Weights on Missing Data.

[BibT_eX]

[DOI]

CoRR, 2018

SocialGCN: An Efficient Graph Convolutional Network based Model for Social Recommendation.

[BibT_eX]

[DOI]

CoRR, 2018

Explainable Social Contextual Image Recommendation with Hierarchical Attention.

[BibT_eX]

[DOI]

CoRR, 2018

IGCV2: Interleaved Structured Sparse Convolutional Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2018

Attentive Group Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Enhancing Low-Light Images with JPEG Artifact Based on Image Decomposition.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2018, 2018

Knowledge-aware Multimodal Fashion Chatbot.

[BibT_eX]

[DOI]

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

Knowledge-aware Multimodal Dialogue Systems.

[BibT_eX]

[DOI]

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

Quality Matters: Assessing cQA Pair Quality via Transductive Multi-View Learning.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Online Filter Weakening and Pruning for Efficient Convnets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Online Filter Clustering and Pruning for Efficient Convnets.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Facial Expression Recognition with Data Augmentation and Compact Feature Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

Interleaved Structured Sparse Convolutional Neural Networks.

[BibT_eX]

[DOI]

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

Multi-Cue Correlation Filters for Robust Visual Tracking.

[BibT_eX]

[DOI]

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

Enhanced Text-Guided Attention Model for Image Captioning.

[BibT_eX]

[DOI]

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

Single Low-Light Image Enhancement by Fusing Multiple Sources.

[BibT_eX]

[DOI]

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

Movie Question Answering: Remembering the Textual Cues for Layered Visual Contents.

[BibT_eX]

[DOI]

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

2017

Enhancing Person Re-identification in a Self-Trained Subspace.

[BibT_eX]

[DOI]

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

Inverse Sparse Group Lasso Model for Robust Object Tracking.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

VideoWhisper: Toward Discriminative Unsupervised Video Feature Learning With Attention-Based Recurrent Neural Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Image Location Inference by Multisaliency Enhancement.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Stochastic Multiview Hashing for Large-Scale Near-Duplicate Video Retrieval.

[BibT_eX]

[DOI]

John Yannis Goulermas

IEEE Trans. Multim., 2017

Modeling the Evolution of Users' Preferences and Social Links in Social Networking Services.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

User Vitality Ranking and Prediction in Social Networking Services: A Dynamic Network Perspective.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Learning User Attributes via Mobile Social Multimedia Analytics.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Visual Classification of Furniture Styles.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2017

Fast and Orthogonal Locality Preserving Projections for Dimensionality Reduction.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Facial Age Estimation With Age Difference.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Coherent Semantic-Visual Indexing for Large-Scale Image Retrieval in the Cloud.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Unsupervised t-Distributed Video Hashing and Its Deep Hashing Extension.

[BibT_eX]

[DOI]

Yanbin Hao

Tingting Mu

John Yannis Goulermas

Jianguo Jiang

Richang Hong

Meng Wang

IEEE Trans. Image Process., 2017

Perceptually Guided Photo Retargeting.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Dual graph-regularized Constrained Nonnegative Matrix Factorization for Image Clustering.

[BibT_eX]

[DOI]

KSII Trans. Internet Inf. Syst., 2017

Editorial: Good practices in multimedia modeling.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Computational Social Indicators: A Case Study of Chinese University Ranking.

[BibT_eX]

[DOI]

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Generating Chinese Poems from Images Based on Neural Network.

[BibT_eX]

[DOI]

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

Deep Graph Laplacian Hashing for Image Retrieval.

[BibT_eX]

[DOI]

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

Enhancing Micro-video Understanding by Harnessing External Sounds.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

VIDEOWHISPER: Towards unsupervised learning of discriminative features of videos with RNN.

[BibT_eX]

[DOI]

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

2016

Image Categorization by Learning a Propagated Graphlet Path.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2016

Flickr Circles: Aesthetic Tendency Discovery by Multi-View Regularized Topic Modeling.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2016

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Beyond Object Proposals: Random Crop Pooling for Multi-Label Image Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Enhancing Sketch-Based Image Retrieval by Re-Ranking and Relevance Feedback.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Unified Photo Enhancement by Discovering Aesthetic Communities From Flickr.

[BibT_eX]

[DOI]

Richang Hong

Luming Zhang

Dacheng Tao

IEEE Trans. Image Process., 2016

Multi-View Object Retrieval via Multi-Scale Topic Models.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

An Efficient Tracking System by Orthogonalized Templates.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2016

Large-Scale Aerial Image Categorization Using a Multitask Topological Codebook.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

Perceptual Attributes Optimization for Multivideo Summarization.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2016

A Biologically Inspired Automatic System for Media Quality Assessment.

[BibT_eX]

[DOI]

IEEE Trans Autom. Sci. Eng., 2016

Image detail enhancement with spatially guided filters.

[BibT_eX]

[DOI]

Signal Process., 2016

Spatially guided local Laplacian filter for nature image detail enhancement.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

基于低秩稀疏分解与协作表示的图像分类算法 (Image Classification Algorithm Based on Low Rank and Sparse Decomposition and Collaborative Representation).

[BibT_eX]

[DOI]

计算机科学, 2016

Multicolumn Bidirectional Long Short-Term Memory for Mobile Devices-Based Human Activity Recognition.

[BibT_eX]

[DOI]

Dapeng Tao

Yonggang Wen

Richang Hong

IEEE Internet Things J., 2016

Visual summarization of image collections by fast RANSAC.

[BibT_eX]

[DOI]

Ye Zhao

Richang Hong

Jianguo Jiang

Neurocomputing, 2016

Recent developments on deep big vision.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Dimensionality reduction on Anchorgraph with an efficient Locality Preserving Projection.

[BibT_eX]

[DOI]

Neurocomputing, 2016

Learning content-social influential features for influence analysis.

[BibT_eX]

[DOI]

Int. J. Multim. Inf. Retr., 2016

Collaborative Sparse Coding for Multiview Action Recognition.

[BibT_eX]

[DOI]

IEEE Multim., 2016

Scale-Aware Spatially Guided Mapping.

[BibT_eX]

[DOI]

IEEE Multim., 2016

A Spatial-Temporal Probabilistic Matrix Factorization Model for Point-of-Interest Recommendation.

[BibT_eX]

[DOI]

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Retrieving Images by Multiple Samples via Fusing Deep Features.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2016, 2016

Play and Rewind: Optimizing Binary Representations of Videos by Self-Supervised Temporal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Mental Visual Indexing: Towards Fast Video Browsing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

An Intention-Aware Interactive System for Mobile Video Browsing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Point-of-Interest Recommendations: Learning Potential Check-ins from Friends.

[BibT_eX]

[DOI]

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

A Relaxed Ranking-Based Factor Model for Recommender System from Implicit Feedback.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Image Classification via fusing the latent deep CNN feature.

[BibT_eX]

[DOI]

He Yan

Xueliang Liu

Richang Hong

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2016

Cascaded Interactional Targeting Network for Egocentric Video Analysis.

[BibT_eX]

[DOI]

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

2015

Probabilistic Skimlets Fusion for Summarizing Multiple Consumer Landmark Videos.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Uniting Keypoints: Local Visual Information Fusion for Large-Scale Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Understanding Blooming Human Groups in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2015

Visual Understanding with RGB-D Sensors: An Introduction to the Special Issue.

[BibT_eX]

[DOI]

Richang Hong

Shuicheng Yan

Zhengyou Zhang

ACM Trans. Intell. Syst. Technol., 2015

BSIFT: Toward Data-Independent Codebook for Large Scale Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Full-Space Local Topology Extraction for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Compact and Discriminative Descriptor Inference Using Multi-Cues.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Image Annotation by Latent Community Detection and Multikernel Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

An Automatic Three-Dimensional Scene Reconstruction System Using Crowdsourced Geo-Tagged Videos.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Electron., 2015

Crowded Scene Analysis: A Survey.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2015

Learning Visual Semantic Relationships for Efficient Visual Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Camouflage texture evaluation using a saliency map.

[BibT_eX]

[DOI]

Multim. Syst., 2015

Towards efficient support relation extraction from RGBD images.

[BibT_eX]

[DOI]

Inf. Sci., 2015

Pooling the Convolutional Layers in Deep ConvNets for Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2015

Gaze Shifting Kernel: Engineering Perceptually- Aware Features for Scene Categorization.

[BibT_eX]

[DOI]

Luming Zhang

Richang Hong

Meng Wang

Proceedings of the Advances in Multimedia Information Processing - PCM 2015, 2015

Biologically Inspired Media Quality Modeling.

[BibT_eX]

[DOI]

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

Cross-Domain Collaborative Learning in Social Multimedia.

[BibT_eX]

[DOI]

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

Beyond Doctors: Future Health Prediction from Multimedia and Multimodal Observations.

[BibT_eX]

[DOI]

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

Image Classification and Retrieval are ONE.

[BibT_eX]

[DOI]

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

Regularizing Flat Latent Variables with Hierarchical Structures.

[BibT_eX]

[DOI]

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

Exploring feature space with semantic attributes.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Multimedia and Expo, 2015

Lace fabric image retrieval based on multi-scale and rotation invariant LBP.

[BibT_eX]

[DOI]

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

Generative Models for Mining Latent Aspects and Their Ratings from Short Reviews.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Point-of-Interest Recommender Systems: A Separate-Space Perspective.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

Interaction part mining: A mid-level approach for fine-grained action recognition.

[BibT_eX]

[DOI]

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

2014

PicWords: Render a Picture by Packing Keywords.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2014

Spectral-Spatial Constraint Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2014

Image Annotation by Multiple-Instance Learning With Discriminative Feature Mapping and Selection.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2014

Image clustering based on sparse patch alignment framework.

[BibT_eX]

[DOI]

Pattern Recognit., 2014

Special issue on contextual vision computing.

[BibT_eX]

[DOI]

Richang Hong

Qi Tian

Nicu Sebe

Mach. Vis. Appl., 2014

Image quality assessment based on matching pursuit.

[BibT_eX]

[DOI]

Inf. Sci., 2014

Directional projection based image fusion quality metric.

[BibT_eX]

[DOI]

Inf. Sci., 2014

On improving behavior subtraction.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Multifold Concept Relationships Metrics.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Information Processing - PCM 2014, 2014

Searching for Recent Celebrity Images in Microblog Platform.

[BibT_eX]

[DOI]

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

Evaluation on the Impact of Image Quality on Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013

General Subspace Learning With Corrupted Training Data Via Graph Embedding.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Accurate Estimation of Human Body Orientation From RGB-D Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2013

Marginalized multi-layer multi-instance kernel for video concept detection.

[BibT_eX]

[DOI]

Signal Process., 2013

Multimedia encyclopedia construction by mining web knowledge.

[BibT_eX]

[DOI]

Signal Process., 2013

Video recommendation over multiple information sources.

[BibT_eX]

[DOI]

Multim. Syst., 2013

Texture-adaptive hole-filling algorithm in raster-order for three-dimensional video applications.

[BibT_eX]

[DOI]

Neurocomputing, 2013

Advertising object in web videos.

[BibT_eX]

[DOI]

Neurocomputing, 2013

eHeritage of shadow puppetry: creation and manipulation.

[BibT_eX]

[DOI]

Proceedings of the ACM Multimedia Conference, 2013

Image matching by fast random sample consensus.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2013

Hierarchical Part Matching for Fine-Grained Visual Categorization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2013

2012

In-video product annotation with web information mining.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2012

Interactive Video Indexing With Statistical Active Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Movie2Comics: Towards a Lively Video Content Presentation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Event Driven Web Video Summarization by Tag Localization and Key-Shot Identification.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2012

Camera Constraint-Free View-Based 3-D Object Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2012

Learning from social media network.

[BibT_eX]

[DOI]

Richang Hong

Ling Shao

Neurocomputing, 2012

Multimedia Question Answering.

[BibT_eX]

[DOI]

IEEE Multim., 2012

On Video Recommendation over Social Network.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling - 18th International Conference, 2012

View-based 3D object retrieval by bipartite graph matching.

[BibT_eX]

[DOI]

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

Harvesting visual concepts for image search with complex queries.

[BibT_eX]

[DOI]

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

2011

Video accessibility enhancement for hearing-impaired users.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Beyond search: Event-driven summarization for web videos.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., 2011

Image annotation by <i>k</i>NN-sparse graph-based label propagation over noisily tagged web images.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2011

Multiple feature hashing for real-time large scale near-duplicate video retrieval.

[BibT_eX]

[DOI]

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

Videoader: a video advertising system based on intelligent analysis of visual content.

[BibT_eX]

[DOI]

Proceedings of the ICIMCS 2011, 2011

2010

Joint Learning of Labels and Distance Metric.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2010

Multimedia Question Answering.

[BibT_eX]

[DOI]

Tat-Seng Chua

Richang Hong

Jinhui Tang

Scholarpedia, 2010

Question Answering over Community-Contributed Web Videos.

[BibT_eX]

[DOI]

IEEE Multim., 2010

Estimating Poses of World's Photos with Geographic Metadata.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Learning Cooking Techniques from YouTube.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Mediapedia: Mining Web Knowledge to Construct Multimedia Encyclopedia.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Video Reference: A Video Question Answering Engine.

[BibT_eX]

[DOI]

Proceedings of the Advances in Multimedia Modeling, 2010

Movie2Comics: a feast of multimedia artwork.

[BibT_eX]

[DOI]

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

Dynamic captioning: video accessibility enhancement for hearing impairment.

[BibT_eX]

[DOI]

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

iComics: automatic conversion of movie into comics.

[BibT_eX]

[DOI]

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

W2Go: a travel guidance system by automatic landmark ranking.

[BibT_eX]

[DOI]

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

Exploring large scale data for multimedia QA: an initial study.

[BibT_eX]

[DOI]

Proceedings of the 9th ACM International Conference on Image and Video Retrieval, 2010

2009

Beyond Distance Measurement: Constructing Neighborhood Similarity for Video Annotation.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2009

Unified Video Annotation via Multigraph Learning.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2009

Semi-supervised kernel density estimation for video annotation.

[BibT_eX]

[DOI]

Comput. Vis. Image Underst., 2009

Image Fusion Quality Metrics by Directional Projection.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Systems, 2009

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

[BibT_eX]

[DOI]

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

Scalable detection of partial near-duplicate videos by visual-temporal consistency.

[BibT_eX]

[DOI]

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

ViewFocus: explore places of interests on Google maps using photos with view direction filtering.

[BibT_eX]

[DOI]

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

Event driven summarization for web videos.

[BibT_eX]

[DOI]

Proceedings of the first SIGMM workshop on Social media, 2009

From text question-answering to multimedia QA on web-scale media resources.

[BibT_eX]

[DOI]

Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, 2009

NUS-WIDE: a real-world web image database from National University of Singapore.

[BibT_eX]

[DOI]

Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008

A Quality Metric Based on Color Similarity for Image Fusion.

[BibT_eX]

[DOI]

Int. J. Inf. Acquis., 2008

A Projection-Based Metric for the Quantitative Evaluation of Pixel-Level Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the Fourth International Conference on Natural Computation, 2008

2007

Lazy Learning Based Efficient Video Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Salience Preserving Multi-Focus Image Fusion.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

A Probability Model for Image Annotation.

[BibT_eX]

[DOI]

Proceedings of the 2007 IEEE International Conference on Multimedia and Expo, 2007

Richang Hong

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