| Routing Networks and the Challenges of Modular and Compositional Computation | Apr 29, 2019 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision | Apr 26, 2019 | Image-text RetrievalObject | CodeCode Available | 0 |
| Scene Graph Prediction with Limited Labels | Apr 25, 2019 | Knowledge Base CompletionPrediction | CodeCode Available | 0 |
| Question Guided Modular Routing Networks for Visual Question Answering | Apr 17, 2019 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Evaluating the Representational Hub of Language and Vision Models | Apr 12, 2019 | DiagnosticQuestion Answering | —Unverified | 0 |
| Factor Graph Attention | Apr 11, 2019 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
| Can You Explain That? Lucid Explanations Help Human-AI Collaborative Image Retrieval | Apr 5, 2019 | Image RetrievalQuestion Answering | —Unverified | 0 |
| Actively Seeking and Learning from Live Data | Apr 5, 2019 | Domain AdaptationMeta-Learning | —Unverified | 0 |
| MMED: A Multi-domain and Multi-modality Event Dataset | Apr 4, 2019 | ArticlesQuestion Answering | —Unverified | 0 |
| Relation-Aware Graph Attention Network for Visual Question Answering | Mar 29, 2019 | Graph AttentionImplicit Relations | CodeCode Available | 0 |
| RAVEN: A Dataset for Relational and Analogical Visual rEasoNing | Mar 7, 2019 | Object RecognitionQuestion Answering | —Unverified | 0 |
| Answer Them All! Toward Universal Visual Question Answering Models | Mar 1, 2019 | AllQuestion Answering | CodeCode Available | 0 |
| Dual Attention Networks for Visual Reference Resolution in Visual Dialog | Feb 25, 2019 | AI AgentQuestion Answering | CodeCode Available | 0 |
| MUREL: Multimodal Relational Reasoning for Visual Question Answering | Feb 25, 2019 | Relational ReasoningVisual Question Answering | CodeCode Available | 0 |
| Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering | Feb 21, 2019 | counterfactualQuestion Answering | —Unverified | 0 |
| Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention | Feb 15, 2019 | Explanation GenerationLanguage Modeling | —Unverified | 0 |
| Cycle-Consistency for Robust Visual Question Answering | Feb 15, 2019 | Question AnsweringQuestion Generation | —Unverified | 0 |
| Taking a HINT: Leveraging Explanations to Make Vision and Language Models More Grounded | Feb 11, 2019 | Image CaptioningQuestion Answering | —Unverified | 0 |
| VrR-VG: Refocusing Visually-Relevant Relationships | Feb 1, 2019 | Image CaptioningQuestion Answering | —Unverified | 0 |
| BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection | Jan 31, 2019 | Question AnsweringRelationship Detection | CodeCode Available | 0 |
| Visual Entailment: A Novel Task for Fine-Grained Image Understanding | Jan 20, 2019 | Natural Language InferenceQuestion Answering | —Unverified | 0 |
| CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions | Jan 3, 2019 | DiagnosticImage Segmentation | CodeCode Available | 0 |
| The meaning of "most" for visual question answering models | Dec 31, 2018 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering | Dec 23, 2018 | Cross-Modal Information RetrievalInformation Retrieval | —Unverified | 0 |
| Focal Visual-Text Attention for Memex Question Answering | Dec 14, 2018 | Memex Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering | Dec 13, 2018 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Learning Representations of Sets through Optimized Permutations | Dec 10, 2018 | General ClassificationQuestion Answering | CodeCode Available | 0 |
| Spatial Knowledge Distillation to aid Visual Reasoning | Dec 10, 2018 | DiagnosticKnowledge Distillation | —Unverified | 0 |
| Recursive Visual Attention in Visual Dialog | Dec 6, 2018 | Question AnsweringVisual Dialog | CodeCode Available | 0 |
| Multi-task Learning of Hierarchical Vision-Language Representation | Dec 3, 2018 | Multi-Task LearningQuestion Answering | —Unverified | 0 |
| Learning to Specialize with Knowledge Distillation for Visual Question Answering | Dec 1, 2018 | General ClassificationGeneral Knowledge | —Unverified | 0 |
| Chain of Reasoning for Visual Question Answering | Dec 1, 2018 | ObjectQuestion Answering | —Unverified | 0 |
| From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts | Nov 30, 2018 | Novel ConceptsQuestion Answering | —Unverified | 0 |
| Visual Question Answering as Reading Comprehension | Nov 29, 2018 | Common Sense ReasoningGeneral Knowledge | —Unverified | 0 |
| CLEAR: A Dataset for Compositional Language and Elementary Acoustic Reasoning | Nov 26, 2018 | Acoustic Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Visual Entailment Task for Visually-Grounded Language Learning | Nov 26, 2018 | Grounded language learningNatural Language Inference | —Unverified | 0 |
| A dataset of clinically generated visual questions and answers about radiology images | Nov 20, 2018 | Decision MakingMedical Visual Question Answering | —Unverified | 0 |
| Explicit Bias Discovery in Visual Question Answering Models | Nov 19, 2018 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Zero-Shot Transfer VQA Dataset | Nov 2, 2018 | Question AnsweringTransfer Learning | —Unverified | 0 |
| Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering | Nov 1, 2018 | Factual Visual Question AnsweringGeneral Knowledge | —Unverified | 0 |
| Compositional Attention Networks for Interpretability in Natural Language Question Answering | Oct 30, 2018 | Logical ReasoningQuestion Answering | —Unverified | 0 |
| Do Explanations make VQA Models more Predictable to a Human? | Oct 29, 2018 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| TallyQA: Answering Complex Counting Questions | Oct 29, 2018 | AttributeObject Counting | CodeCode Available | 0 |
| Knowing Where to Look? Analysis on Attention of Visual Question Answering System | Oct 9, 2018 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Overcoming Language Priors in Visual Question Answering with Adversarial Regularization | Oct 8, 2018 | Question AnsweringVisual Grounding | —Unverified | 0 |
| Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding | Oct 4, 2018 | Question AnsweringRepresentation Learning | CodeCode Available | 0 |
| Transfer Learning via Unsupervised Task Discovery for Visual Question Answering | Oct 3, 2018 | Question AnsweringTransfer Learning | CodeCode Available | 0 |
| Textually Enriched Neural Module Networks for Visual Question Answering | Sep 23, 2018 | Image CaptioningQuestion Answering | —Unverified | 0 |
| The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA | Sep 12, 2018 | Question AnsweringSemantic Similarity | —Unverified | 0 |
| Visual Coreference Resolution in Visual Dialog using Neural Module Networks | Sep 6, 2018 | Common Sense Reasoningcoreference-resolution | CodeCode Available | 0 |
