CNN-RNN: A Unified Framework for Multi-label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, +3

Few-shot LearningConvolutional Neural NetworkMultiple Instance LearningEngineeringMachine Learning +14

Generation and Comprehension of Unambiguous Object Descriptions

Junhua Mao, Jonathan Huang, Alexander Toshev, +3

EngineeringMachine LearningSemanticsNatural Language ProcessingMultimodal Llm +19

Deep Captioning with Multimodal Recurrent Neural Networks (m-RNN)

Junhua Mao, Wei Xu, Yi Yang, +3

arXiv (Cornell University)

Natural Language ProcessingMultimodal LlmEngineeringMachine LearningData Science +11

Explain Images with Multimodal Recurrent Neural Networks

Junhua Mao, Wei Xu, Yi Yang, +2

arXiv (Cornell University)

Image DescriptionsEngineeringMachine LearningNovel Sentence DescriptionsMultimodal Learning +14

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question

Haoyuan Gao, Junhua Mao, Jie Zhou, +3

Neural Information Processing Systems

EngineeringMachine LearningImage DatabaseMultimodal LearningLarge Language Model +22

Are You Talking to a Machine? Dataset and Methods for Multilingual Image Question Answering

Haoyuan Gao, Junhua Mao, Jie Zhou, +3

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningLarge Language ModelCorpus Linguistics +16

CNN-RNN: A Unified Framework for Multi-label Image Classification

Jiang Wang, Yi Yang, Junhua Mao, +3

arXiv (Cornell University)

Few-shot LearningMulti-label Image ClassificationLabel DependenciesMachine VisionMachine Learning +13

Attention Correctness in Neural Image Captioning

Chenxi Liu, Junhua Mao, Fei Sha, +1

Proceedings of the AAAI Conference on Artificial Intelligence

Attention MechanismsMachine LearningEngineeringAttentionNatural Language Processing +14

Learning Like a Child: Fast Novel Visual Concept Learning from Sentence Descriptions of Images

Junhua Mao, Wei Xu, Yi Yang, +3

EngineeringMachine LearningCorpus LinguisticsSocial SciencesText Mining +19

Generation and Comprehension of Unambiguous Object Descriptions

Junhua Mao, Jonathan Huang, Alexander Toshev, +3

arXiv (Cornell University)

EngineeringMachine LearningSemanticsAmbiguous ObjectsNatural Language Processing +19