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 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 Cycle-Consistency for Robust Visual Question Answering Feb 15, 2019 Question Answering Question Generation
— Unverified Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention Feb 15, 2019 Explanation Generation Language Modeling
— 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 Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering Dec 13, 2018 Question Answering Visual Question Answering
— Unverified Learning Representations of Sets through Optimized Permutations Dec 10, 2018 General Classification Question Answering
Code Code Available Spatial Knowledge Distillation to aid Visual Reasoning Dec 10, 2018 Diagnostic Knowledge Distillation
— Unverified Recursive Visual Attention in Visual Dialog Dec 6, 2018 Question Answering Visual Dialog
Code Code Available Explainable and Explicit Visual Reasoning over Scene Graphs Dec 5, 2018 Inductive Bias Visual Question Answering (VQA)
Code Code Available Multi-task Learning of Hierarchical Vision-Language Representation Dec 3, 2018 Multi-Task Learning Question Answering
— Unverified Learning to Specialize with Knowledge Distillation for Visual Question Answering Dec 1, 2018 General Classification General Knowledge
— Unverified Chain of Reasoning for Visual Question Answering Dec 1, 2018 Object Question Answering
— Unverified Systematic Generalization: What Is Required and Can It Be Learned? Nov 30, 2018 Systematic Generalization Visual Question Answering (VQA)
Code Code Available From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts Nov 30, 2018 Novel Concepts Question Answering
— Unverified Visual Question Answering as Reading Comprehension Nov 29, 2018 Common Sense Reasoning General Knowledge
— Unverified Visual Entailment Task for Visually-Grounded Language Learning Nov 26, 2018 Grounded language learning Natural Language Inference
— Unverified CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning Nov 26, 2018 Acoustic Question Answering Question Answering
Code Code Available VQA with no questions-answers training Nov 20, 2018 Visual Question Answering (VQA)
Code Code Available A dataset of clinically generated visual questions and answers about radiology images Nov 20, 2018 Decision Making Medical Visual Question Answering
— Unverified Explicit Bias Discovery in Visual Question Answering Models Nov 19, 2018 Question Answering Visual Question Answering
— Unverified Zero-Shot Transfer VQA Dataset Nov 2, 2018 Question Answering Transfer Learning
— Unverified Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering Nov 1, 2018 Factual Visual Question Answering General Knowledge
— Unverified Compositional Attention Networks for Interpretability in Natural Language Question Answering Oct 30, 2018 Logical Reasoning Question Answering
— Unverified Do Explanations make VQA Models more Predictable to a Human? Oct 29, 2018 Question Answering Visual Question Answering
— Unverified TallyQA: Answering Complex Counting Questions Oct 29, 2018 Attribute Object Counting
Code Code Available Knowing Where to Look? Analysis on Attention of Visual Question Answering System Oct 9, 2018 Question Answering Visual Question Answering
— Unverified Overcoming Language Priors in Visual Question Answering with Adversarial Regularization Oct 8, 2018 Question Answering Visual Grounding
— Unverified Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Oct 4, 2018 Question Answering Representation Learning
Code Code Available Transfer Learning via Unsupervised Task Discovery for Visual Question Answering Oct 3, 2018 Question Answering Transfer Learning
Code Code Available Multimodal Differential Network for Visual Question Generation Oct 1, 2018 Image Captioning Natural Questions
— Unverified Convolutional Neural Networks for Video Quality Assessment Sep 26, 2018 Video Quality Assessment Visual Question Answering (VQA)
— Unverified Textually Enriched Neural Module Networks for Visual Question Answering Sep 23, 2018 Image Captioning Question Answering
— Unverified The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA Sep 12, 2018 Question Answering Semantic Similarity
— Unverified Cascaded Mutual Modulation for Visual Reasoning Sep 6, 2018 Question Answering Visual Question Answering
Code Code Available Visual Coreference Resolution in Visual Dialog using Neural Module Networks Sep 6, 2018 Common Sense Reasoning coreference-resolution
Code Code Available Interpretable Visual Question Answering by Reasoning on Dependency Trees Sep 6, 2018 Question Answering valid
— Unverified Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Sep 4, 2018 Factual Visual Question Answering General Knowledge
— Unverified 