Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization

Ramprasaath R. Selvaraju, Michael Cogswell, Abhishek Das, +3

Natural Language ProcessingMultimodal LlmConvolutional Neural NetworkMachine VisionMachine Learning +10

VQA: Visual Question Answering

Stanislaw Antol, Aishwarya Agrawal, Jiasen Lu, +4

Artificial IntelligenceNatural Language ProcessingMultimodal LlmMachine VisionImage Analysis +13

Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

Yash Goyal, Tejas Khot, Douglas Summers-Stay, +2

Artificial IntelligenceEngineeringMachine LearningVqa MatterNatural Language Processing +18

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh, +1

arXiv (Cornell University)

EngineeringMachine LearningNeurolinguisticsPsycholinguisticsNatural Language Processing +14

Hierarchical Question-Image Co-Attention for Visual Question Answering

Jiasen Lu, Jianwei Yang, Dhruv Batra, +1

arXiv (Cornell University)

Natural Language ProcessingMultimodal LlmImage AnalysisMachine VisionMachine Learning +12

VQA: Visual Question Answering

Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, +4

arXiv (Cornell University)

Artificial IntelligenceNatural Language ProcessingMultimodal LlmMachine VisionImage Analysis +13

ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks

Jiasen Lu, Dhruv Batra, Devi Parikh, +1

Neural Information Processing Systems

EngineeringMachine LearningNeurolinguisticsPsycholinguisticsNatural Language Processing +14

Joint Unsupervised Learning of Deep Representations and Image Clusters

Jianwei Yang, Devi Parikh, Dhruv Batra

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningAutoencoders +14

A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories

Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, +5

Cloze EvaluationEngineeringFirst-person NarrativeNarrative SummarizationDeeper Understanding +20

VQA: Visual Question Answering

Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, +4

International Journal of Computer Vision

Artificial IntelligenceMachine VisionEngineeringVisual ReasoningVision Language Model +4