Grounded Word Sense Translation Jun 1, 2019 Grounded language learning Machine Translation
— Unverified ImageTTR: Grounding Type Theory with Records in Image Classification for Visual Question Answering Jun 1, 2019 General Classification image-classification
— Unverified Viewport Proposal CNN for 360deg Video Quality Assessment Jun 1, 2019 Saliency Prediction Video Quality Assessment
Code Code Available Dynamic Fusion With Intra- and Inter-Modality Attention Flow for Visual Question Answering Jun 1, 2019 Question Answering Visual Question Answering
— Unverified OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge May 31, 2019 object-detection Object Detection
Code Code Available Scene Text Visual Question Answering May 31, 2019 Question Answering Visual Question Answering
Code Code Available What Can Neural Networks Reason About? May 30, 2019 Question Answering Visual Question Answering
Code Code Available Vision-to-Language Tasks Based on Attributes and Attention Mechanism May 29, 2019 Image Captioning Question Answering
— Unverified Leveraging Medical Visual Question Answering with Supporting Facts May 28, 2019 Diversity Medical Visual Question Answering
— Unverified Structure Learning for Neural Module Networks May 27, 2019 Question Answering Visual Question Answering
— Unverified Why do These Match? Explaining the Behavior of Image Similarity Models May 26, 2019 Attribute General Classification
Code Code Available Self-Critical Reasoning for Robust Visual Question Answering May 24, 2019 Question Answering Visual Question Answering
Code Code Available Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations May 15, 2019 Image Captioning Question Answering
Code Code Available Misleading Failures of Partial-input Baselines May 14, 2019 Natural Language Inference Visual Question Answering (VQA)
— Unverified Quantifying and Alleviating the Language Prior Problem in Visual Question Answering May 13, 2019 Information Retrieval Question Answering
Code Code Available Language-Conditioned Graph Networks for Relational Reasoning May 10, 2019 Object Referring Expression Comprehension
Code Code Available Visual TTR - Modelling Visual Question Answering in Type Theory with Records May 1, 2019 Question Answering Visual Question Answering
— Unverified Routing Networks and the Challenges of Modular and Compositional Computation Apr 29, 2019 Language Modeling Language Modelling
Code Code Available The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Apr 26, 2019 Image-text Retrieval Object
Code Code Available Scene Graph Prediction with Limited Labels Apr 25, 2019 Knowledge Base Completion Prediction
Code Code Available Progressive Attention Memory Network for Movie Story Question Answering Apr 18, 2019 Question Answering Video Story QA
— Unverified Learning to Collocate Neural Modules for Image Captioning Apr 18, 2019 Decoder Image Captioning
— Unverified Towards VQA Models That Can Read Apr 18, 2019 TextVQA Visual Question Answering (VQA)
Code Code Available Question Guided Modular Routing Networks for Visual Question Answering Apr 17, 2019 Question Answering Visual Question Answering
— Unverified Evaluating the Representational Hub of Language and Vision Models Apr 12, 2019 Diagnostic Question Answering
— Unverified Factor Graph Attention Apr 11, 2019 Graph Attention Question Answering
Code Code Available Text Guided Person Image Synthesis Apr 10, 2019 Attribute Image Generation
— Unverified Multi-Target Embodied Question Answering Apr 9, 2019 Embodied Question Answering Navigate
Code Code Available Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering Apr 8, 2019 Question Answering Video Question Answering
Code Code Available Actively Seeking and Learning from Live Data Apr 5, 2019 Domain Adaptation Meta-Learning
— Unverified Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval Apr 5, 2019 Image Retrieval Question Answering
— Unverified MMED: A Multi-domain and Multi-modality Event Dataset Apr 4, 2019 Articles Question Answering
— Unverified Relation-Aware Graph Attention Network for Visual Question Answering Mar 29, 2019 Graph Attention Implicit Relations
Code Code Available Visual Query Answering by Entity-Attribute Graph Matching and Reasoning Mar 16, 2019 Attribute Graph Matching
— Unverified RAVEN: A Dataset for Relational and Analogical Visual rEasoNing Mar 7, 2019 Object Recognition Question Answering
— Unverified Answer Them All! Toward Universal Visual Question Answering Models Mar 1, 2019 All Question Answering
Code Code Available MUREL: Multimodal Relational Reasoning for Visual Question Answering Feb 25, 2019 Relational Reasoning Visual Question Answering
Code Code Available GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering Feb 25, 2019 Question Answering Visual Question Answering (VQA)
Code Code Available Dual Attention Networks for Visual Reference Resolution in Visual Dialog Feb 25, 2019 AI Agent Question Answering
Code Code Available Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Feb 21, 2019 counterfactual Question Answering
— Unverified Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention Feb 15, 2019 Explanation Generation Language Modeling
— Unverified Cycle-Consistency for Robust Visual Question Answering Feb 15, 2019 Question Answering Question Generation
— Unverified Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded Feb 11, 2019 Image Captioning Question Answering
— Unverified VrR-VG: Refocusing Visually-Relevant Relationships Feb 1, 2019 Image Captioning Question Answering
— Unverified BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection Jan 31, 2019 Question Answering Relationship Detection
Code Code Available Visual Entailment: A Novel Task for Fine-Grained Image Understanding Jan 20, 2019 Natural Language Inference Question Answering
— Unverified CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Jan 3, 2019 Diagnostic Image Segmentation
Code Code Available The meaning of "most" for visual question answering models Dec 31, 2018 Question Answering Visual Question Answering
— Unverified Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering Dec 23, 2018 Cross-Modal Information Retrieval Information Retrieval
— Unverified Focal Visual-Text Attention for Memex Question Answering Dec 14, 2018 Memex Question Answering Question Answering
Code Code Available 