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

DHHN: Dual Hierarchical Hybrid Network for Weakly-Supervised Audio-Visual Video Parsing.

[BibT_eX]

[DOI]

Xun Jiang

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

Selective Hypergraph Convolutional Networks for Skeleton-based Action Recognition.

[BibT_eX]

[DOI]

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

Accelerated Sign Hunter: A Sign-based Black-box Attack via Branch-Prune Strategy and Stabilized Hierarchical Search.

[BibT_eX]

[DOI]

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

GTLR: Graph-Based Transformer with Language Reconstruction for Video Paragraph Grounding.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2022

Hierarchical Feature Alignment Network for Unsupervised Video Object Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2022, 2022

PNP: Robust Learning from Noisy Labels by Probabilistic Noise Prediction.

[BibT_eX]

[DOI]

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

Semi-supervised Video Paragraph Grounding with Contrastive Encoder.

[BibT_eX]

[DOI]

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

TVT: Three-Way Vision Transformer through Multi-Modal Hypersphere Learning for Zero-Shot Sketch-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Inductive Structure Consistent Hashing via Flexible Semantic Calibration.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2021

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

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Collaborative Learning for Extremely Low Bit Asymmetric Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Salience-Guided Iterative Asymmetric Mutual Hashing for Fast Person Re-Identification.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Arbitrary-View Human Action Recognition: A Varying-View RGB-D Action Dataset.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2021

Few-shot prototype alignment regularization network for document image layout segementation.

[BibT_eX]

[DOI]

Pattern Recognit., 2021

Toward Effective Intrusion Detection Using Log-Cosh Conditional Variational Autoencoder.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

A Cognitive Memory-Augmented Network for Visual Anomaly Detection.

[BibT_eX]

[DOI]

IEEE CAA J. Autom. Sinica, 2021

Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation.

[BibT_eX]

[DOI]

CoRR, 2021

Exploiting Web Images for Fine-Grained Visual Recognition by Eliminating Noisy Samples and Utilizing Hard Ones.

[BibT_eX]

[DOI]

CoRR, 2021

Hybrid Fusion with Intra- and Cross-Modality Attention for Image-Recipe Retrieval.

[BibT_eX]

[DOI]

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

Scene Text Image Super-Resolution via Parallelly Contextual Attention Network.

[BibT_eX]

[DOI]

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

Video Representation Learning with Graph Contrastive Augmentation.

[BibT_eX]

[DOI]

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

Relationship-Preserving Knowledge Distillation for Zero-Shot Sketch Based Image Retrieval.

[BibT_eX]

[DOI]

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

CAA: Candidate-Aware Aggregation for Temporal Action Detection.

[BibT_eX]

[DOI]

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

Lifting the Veil of Frequency in Joint Segmentation and Depth Estimation.

[BibT_eX]

[DOI]

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

AggNet for Self-supervised Monocular Depth Estimation: Go An Aggressive Step Furthe.

[BibT_eX]

[DOI]

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

Multi-scale Dynamic Network for Temporal Action Detection.

[BibT_eX]

[DOI]

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

Cross-Modal Image-Recipe Retrieval via Intra- and Inter-Modality Hybrid Fusion.

[BibT_eX]

[DOI]

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

PoseGTAC: Graph Transformer Encoder-Decoder with Atrous Convolution for 3D Human Pose Estimation.

[BibT_eX]

[DOI]

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Graph Convolutional Hourglass Networks for Skeleton-Based Action Recognition.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Attention-Based Relation Reasoning Network for Video-Text Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Webly Supervised Fine-Grained Recognition: Benchmark Datasets and An Approach.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Jo-SRC: A Contrastive Approach for Combating Noisy Labels.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Non-Salient Region Object Mining for Weakly Supervised Semantic Segmentation.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Prototype-Supervised Adversarial Network for Targeted Attack of Deep Hashing.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Enhancing Audio-Visual Association with Self-Supervised Curriculum Learning.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Exploiting Web Images for Multi-Output Classification: From Category to Subcategories.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Cross-Modal Attention With Semantic Consistence for Image-Text Matching.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2020

Towards Automatic Construction of Diverse, High-Quality Image Datasets.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Temporal Reasoning Graph for Activity Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

A Context Knowledge Map Guided Coarse-to-Fine Action Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2020

Graph Convolutional Network Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

Bidirectional Discrete Matrix Factorization Hashing for Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2020

A Survey of Human Action Analysis in HRI Applications.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2020

Similarity learning with joint transfer constraints for person re-identification.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Deep quantization generative networks.

[BibT_eX]

[DOI]

Pattern Recognit., 2020

Similarity preserving feature generating networks for zero-shot learning.

[BibT_eX]

[DOI]

Neurocomputing, 2020

Dual ResGCN for Balanced Scene GraphGeneration.

[BibT_eX]

[DOI]

CoRR, 2020

Multi-model Network for Fine-Grained Cross-Media Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition and Computer Vision - Third Chinese Conference, 2020

Temporal Denoising Mask Synthesis Network for Learning Blind Video Temporal Consistency.

[BibT_eX]

[DOI]

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

Ocean: A Dual Learning Approach For Generalized Zero-Shot Sketch-Based Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Multimedia and Expo, 2020

What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images.

[BibT_eX]

[DOI]

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

Auto-Encoding Twin-Bottleneck Hashing.

[BibT_eX]

[DOI]

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

Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification.

[BibT_eX]

[DOI]

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

2019

Embedding and predicting the event at early stage.

[BibT_eX]

[DOI]

World Wide Web, 2019

Extracting Multiple Visual Senses for Web Learning.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2019

Extracting Privileged Information for Enhancing Classifier Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Scalable Zero-Shot Learning via Binary Visual-Semantic Embeddings.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Collective Reconstructive Embeddings for Cross-Modal Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2019

Error Correcting Input and Output Hashing.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Describing Video With Attention-Based Bidirectional LSTM.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2019

Real-Time Deep Tracking via Corrective Domain Adaptation.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2019

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition.

[BibT_eX]

[DOI]

Signal Process., 2019

Binary Multi-View Clustering.

[BibT_eX]

[DOI]

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

Word-to-region attention network for visual question answering.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2019

Cross-domain facial expression recognition via an intra-category common feature and inter-category Distinction feature fusion network.

[BibT_eX]

[DOI]

Neurocomputing, 2019

Fast Large-Scale Discrete Optimization Based on Principal Coordinate Descent.

[BibT_eX]

[DOI]

CoRR, 2019

Cooperative Cross-Stream Network for Discriminative Action Representation.

[BibT_eX]

[DOI]

CoRR, 2019

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning.

[BibT_eX]

[DOI]

CoRR, 2019

A Large-scale Varying-view RGB-D Action Dataset for Arbitrary-view Human Action Recognition.

[BibT_eX]

[DOI]

CoRR, 2019

Generative Reconstructive Hashing for Incomplete Video Analysis.

[BibT_eX]

[DOI]

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

Time-aware Session Embedding for Click-Through-Rate Prediction.

[BibT_eX]

[DOI]

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

Dynamically Visual Disambiguation of Keyword-based Image Search.

[BibT_eX]

[DOI]

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

Make a Face: Towards Arbitrary High Fidelity Face Manipulation.

[BibT_eX]

[DOI]

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

Building Detail-Sensitive Semantic Segmentation Networks With Polynomial Pooling.

[BibT_eX]

[DOI]

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

Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing.

[BibT_eX]

[DOI]

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

Exact Adversarial Attack to Image Captioning via Structured Output Learning With Latent Variables.

[BibT_eX]

[DOI]

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

2018

Multiview Discrete Hashing for Scalable Multimedia Search.

[BibT_eX]

[DOI]

ACM Trans. Intell. Syst. Technol., 2018

Jointly Sparse Hashing for Image Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Hashing with Angular Reconstructive Embeddings.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2018

Recognition and Detection of Two-Person Interactive Actions Using Automatically Selected Skeleton Features.

[BibT_eX]

[DOI]

IEEE Trans. Hum. Mach. Syst., 2018

Recurrent attention network using spatial-temporal relations for action recognition.

[BibT_eX]

[DOI]

Signal Process., 2018

Zero-shot learning via discriminative representation extraction.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2018

Robust discrete code modeling for supervised hashing.

[BibT_eX]

[DOI]

Pattern Recognit., 2018

Unsupervised Deep Hashing with Similarity-Adaptive and Discrete Optimization.

[BibT_eX]

[DOI]

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

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation.

[BibT_eX]

[DOI]

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

Semantic binary coding for visual recognition via joint concept-attribute modelling.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

Multiple hierarchical deep hashing for large scale image retrieval.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2018

A novel multi-view dimensionality reduction and recognition framework with applications to face recognition.

[BibT_eX]

[DOI]

J. Vis. Commun. Image Represent., 2018

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

[BibT_eX]

[DOI]

Neurocomputing, 2018

Learning binary codes with local and inner data structure.

[BibT_eX]

[DOI]

Neurocomputing, 2018

Learning Discrete Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Data Sci. Eng., 2018

GraphCAR: Content-aware Multimedia Recommendation with Graph Autoencoder.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Domain Invariant Subspace Learning for Cross-Modal Retrieval.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 24th International Conference, 2018

Pseudo Transfer with Marginalized Corrupted Attribute for Zero-shot Learning.

[BibT_eX]

[DOI]

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

A Large-scale RGB-D Database for Arbitrary-view Human Action Recognition.

[BibT_eX]

[DOI]

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

Visual Spatial Attention Network for Relationship Detection.

[BibT_eX]

[DOI]

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

Learning to Synthesize 3D Indoor Scenes from Monocular Images.

[BibT_eX]

[DOI]

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

Modal-adversarial Semantic Learning Network for Extendable Cross-modal Retrieval.

[BibT_eX]

[DOI]

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

Extracting Privileged Information from Untagged Corpora for Classifier Learning.

[BibT_eX]

[DOI]

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

Dual Learning for Visual Question Generation.

[BibT_eX]

[DOI]

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

Generative Domain-Migration Hashing for Sketch-to-Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Highly-Economized Multi-view Binary Compression for Scalable Image Clustering.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

TBN: Convolutional Neural Network with Ternary Inputs and Binary Weights.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States.

[BibT_eX]

[DOI]

Timothy M. Hospedales

Neil Martin Robertson

Yongxin Yang

Proceedings of the Computer Vision - ECCV 2018, 2018

Neural Stereoscopic Image Style Transfer.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018, 2018

Discrete Binary Hashing Towards Efficient Fashion Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Index and Retrieve Multimedia Data: Cross-Modal Hashing by Learning Subspace Relation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2018

Zero-Shot Sketch-Image Hashing.

[BibT_eX]

[DOI]

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

Structure-Aware 3D Shape Synthesis from Single-View Images.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

Discovering and Distinguishing Multiple Visual Senses for Polysemous Words.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

ACM Trans. Inf. Syst., 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Asymmetric Binary Coding for Image Search.

[BibT_eX]

[DOI]

IEEE Trans. Multim., 2017

Discrete Nonnegative Spectral Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2017

Bilinear Optimized Product Quantization for Scalable Visual Content Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

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

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Sequential Discrete Hashing for Scalable Cross-Modality Similarity Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Semi-Paired Discrete Hashing: Learning Latent Hash Codes for Semi-Paired Cross-View Retrieval.

[BibT_eX]

[DOI]

IEEE Trans. Cybern., 2017

Indexing and mining large-scale neuron databases using maximum inner product search.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Learning robust and discriminative low-rank representations for face recognition with occlusion.

[BibT_eX]

[DOI]

Pattern Recognit., 2017

Erratum to: Multi-view feature selection and classification for Alzheimer's Disease Diagnosis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Multi-view feature selection and classification for Alzheimer's Disease diagnosis.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2017

Captioning Videos Using Large-Scale Image Corpus.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., 2017

A new web-supervised method for image dataset constructions.

[BibT_eX]

[DOI]

Neurocomputing, 2017

Large-scale image retrieval with supervised sparse hashing.

[BibT_eX]

[DOI]

Neurocomputing, 2017

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

[BibT_eX]

[DOI]

Neurocomputing, 2017

Supervised hashing with adaptive discrete optimization for multimedia retrieval.

[BibT_eX]

[DOI]

Neurocomputing, 2017

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

[BibT_eX]

[DOI]

CoRR, 2017

Refining Image Categorization by Exploiting Web Images and General Corpus.

[BibT_eX]

[DOI]

CoRR, 2017

Classification by Retrieval: Binarizing Data and Classifiers.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

A System for Spatiotemporal Anomaly Localization in Surveillance Videos.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Deep Asymmetric Pairwise Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Transductive Visual-Semantic Embedding for Zero-shot Learning.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

Attribute hashing for zero-shot image retrieval.

[BibT_eX]

[DOI]

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

Robust and real-time deep tracking via multi-scale domain adaptation.

[BibT_eX]

[DOI]

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

Asymmetric sparse hashing.

[BibT_eX]

[DOI]

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

Unsupervised cross-modal retrieval through adversarial learning.

[BibT_eX]

[DOI]

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

Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the Internet Multimedia Computing and Service, 2017

Matrix Tri-Factorization with Manifold Regularizations for Zero-Shot Learning.

[BibT_eX]

[DOI]

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

Zero-Shot Action Recognition with Error-Correcting Output Codes.

[BibT_eX]

[DOI]

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

Binary Coding for Partial Action Analysis with Limited Observation Ratios.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Discretely Coding Semantic Rank Orders for Supervised Image Hashing.

[BibT_eX]

[DOI]

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

Deep Sketch Hashing: Fast Free-Hand Sketch-Based Image Retrieval.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

A Deep Approach for Multi-modal User Attribute Modeling.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

Efficient Supervised Hashing via Exploring Local and Inner Data Structure.

[BibT_eX]

[DOI]

Proceedings of the Databases Theory and Applications, 2017

Compressed K-Means for Large-Scale Clustering.

[BibT_eX]

[DOI]

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

2016

A Fast Optimization Method for General Binary Code Learning.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2016

Exploiting Spatial Structure from Parts for Adaptive Kernelized Correlation Filter Tracker.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Robust Cross-view Hashing for Multimedia Retrieval.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2016

Active contour evolved by joint probability classification on Riemannian manifold.

[BibT_eX]

[DOI]

Signal Image Video Process., 2016

Face image classification by pooling raw features.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Face recognition using linear representation ensembles.

[BibT_eX]

[DOI]

Pattern Recognit., 2016

Face Recognition Using A Low Rank Representation Based Projections Method.

[BibT_eX]

[DOI]

Zhenyu Wang

Wankou Yang

Fumin Shen

Neural Process. Lett., 2016

Robust regression based face recognition with fast outlier removal.

[BibT_eX]

[DOI]

Multim. Tools Appl., 2016

Binary code learning via optimal class representations.

[BibT_eX]

[DOI]

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

Binary representation learning in computer vision.

[BibT_eX]

[DOI]

Fumin Shen

Hanwang Zhang

Yang Yang

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

Spatial and temporal scoring for egocentric video summarization.

[BibT_eX]

[DOI]

Neurocomputing, 2016

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

[BibT_eX]

[DOI]

Neurocomputing, 2016

Binary Subspace Coding for Query-by-Image Video Retrieval.

[BibT_eX]

[DOI]

CoRR, 2016

Learning Binary Codes and Binary Weights for Efficient Classification.

[BibT_eX]

[DOI]

CoRR, 2016

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

[BibT_eX]

[DOI]

CoRR, 2016

Bidirectional Long-Short Term Memory for Video Description.

[BibT_eX]

[DOI]

CoRR, 2016

Discrete Collaborative Filtering.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

A Domain Robust Approach For Image Dataset Construction.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Cross-modal Retrieval with Label Completion.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Joint Graph Learning and Video Segmentation via Multiple Cues and Topology Calibration.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Bidirectional Long-Short Term Memory for Video Description.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Zero-Shot Hashing via Transferring Supervised Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Discriminant Cross-modal Hashing.

[BibT_eX]

[DOI]

Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016

Maximum inner product search for morphological retrieval of large-scale neuron data.

[BibT_eX]

[DOI]

Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

A Unified Framework for Discrete Spectral Clustering.

[BibT_eX]

[DOI]

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

Automatic image dataset construction with multiple textual metadata.

[BibT_eX]

[DOI]

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

Dynamic User Attribute Discovery on Social Media.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Hashing on Nonlinear Manifolds.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Robust Discrete Spectral Hashing for Large-Scale Image Semantic Indexing.

[BibT_eX]

[DOI]

IEEE Trans. Big Data, 2015

Kernel Low-Rank Representation for face recognition.

[BibT_eX]

[DOI]

Neurocomputing, 2015

Hashing with Inductive Supervised Learning.

[BibT_eX]

[DOI]

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

Deep Self-taught Hashing for Image Retrieval.

[BibT_eX]

[DOI]

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

Visual Coding in a Semantic Hierarchy.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

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

Supervised Discrete Hashing.

[BibT_eX]

[DOI]

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

2014

Boosting Separability in Semisupervised Learning for Object Classification.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., 2014

Image classification using local linear regression.

[BibT_eX]

[DOI]

Wankou Yang

Karl Ricanek

Fumin Shen

Neural Comput. Appl., 2014

Fast approximate L∞ minimization: Speeding up robust regression.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2014

Face Identification with Second-Order Pooling.

[BibT_eX]

[DOI]

Fumin Shen

Chunhua Shen

Heng Tao Shen

CoRR, 2014

Face Image Classification by Pooling Raw Features.

[BibT_eX]

[DOI]

Fumin Shen

Chunhua Shen

Heng Tao Shen

CoRR, 2014

2013

Approximate Least Trimmed Sum of Squares Fitting and Applications in Image Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2013

Locality constrained representation based classification with spatial pyramid patches.

[BibT_eX]

[DOI]

Fumin Shen

Zhenmin Tang

Jingsong Xu

Neurocomputing, 2013

Fast Approximate L_infty Minimization: Speeding Up Robust Regression

[BibT_eX]

[DOI]

CoRR, 2013

Generic Image Classification Approaches Excel on Face Recognition.

[BibT_eX]

[DOI]

Fumin Shen

Chunhua Shen

CoRR, 2013

Training boosting-like algorithms with semi-supervised subspace learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Image Processing, 2013

Inductive Hashing on Manifolds.

[BibT_eX]

[DOI]

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

2012

UBoost: Boosting with the Universum.

[BibT_eX]

[DOI]

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

Fumin Shen

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