Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models

Jiuxiang Gu, Jianfei Cai, Shafiq Joty, +2

EngineeringMachine LearningMscoco DatasetMultimodal LearningImage Search +14

Recent Advances in Convolutional Neural Networks

Jiuxiang Gu, Zhenhua Wang, Jason Kuen, +9

arXiv (Cornell University)

Convolutional Neural NetworkDeep Neural NetworksMachine VisionMachine LearningData Science +12

OPTIMOL: automatic Online Picture collecTion via Incremental MOdel Learning

Li-Jia Li, Gang Wang, Li Fei-Fei

Object CategorizationMachine LearningEngineeringImage RetrievalImage Search +15

Stack-Captioning: Coarse-to-Fine Learning for Image Captioning

Jiuxiang Gu, Jianfei Cai, Gang Wang, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Natural Language ProcessingArtificial IntelligenceImage DescriptionsStructured PredictionEngineering +11

Convolutional recurrent neural networks: Learning spatial dependencies for image representation

Zhen Zuo, Bing Shuai, Gang Wang, +4

Contextual DependenciesRecurrent Neural NetworkMachine VisionMachine LearningData Science +13

Unpaired Image Captioning via Scene Graph Alignments

Jiuxiang Gu, Shafiq Joty, Jianfei Cai, +3

Sentence ModalityEngineeringMachine LearningText ModalityNatural Language Processing +14

An Empirical Study of Language CNN for Image Captioning

Jiuxiang Gu, Gang Wang, Jianfei Cai, +1

Natural Language ProcessingMultimodal LlmMs CocoEngineeringMachine Learning +13

Large-Margin Multi-Modal Deep Learning for RGB-D Object Recognition

Anran Wang, Jiwen Lu, Jianfei Cai, +2

IEEE Transactions on Multimedia

Convolutional Neural NetworkEngineeringMachine LearningMultimodal LearningCombine Rgb +14

Scene Segmentation with DAG-Recurrent Neural Networks

Bing Shuai, Zhen Zuo, Bing Wang, +1

IEEE Transactions on Pattern Analysis and Machine Intelligence

Convolutional Neural NetworkScene AnalysisImage AnalysisMachine VisionData Science +12

Learning Contextual Dependence With Convolutional Hierarchical Recurrent Neural Networks

Zhen Zuo, Bing Shuai, Gang Wang, +4

IEEE Transactions on Image Processing

Convolutional Neural NetworkEngineeringMachine LearningHierarchical RnnsSequential Learning +14