| The Forgettable-Watcher Model for Video Question Answering | May 3, 2017 | modelQuestion Answering | —Unverified | 0 |
| The Promise of Premise: Harnessing Question Premises in Visual Question Answering | May 1, 2017 | Question AnsweringRelevance Detection | CodeCode Available | 0 |
| Speech-Based Visual Question Answering | May 1, 2017 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset | Apr 26, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets | Apr 24, 2017 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Learning to Reason: End-to-End Module Networks for Visual Question Answering | Apr 18, 2017 | Visual DialogVisual Question Answering | CodeCode Available | 0 |
| ShapeWorld - A new test methodology for multimodal language understanding | Apr 14, 2017 | Multimodal Deep LearningVisual Question Answering | CodeCode Available | 0 |
| TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering | Apr 14, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| What's in a Question: Using Visual Questions as a Form of Supervision | Apr 12, 2017 | Data AugmentationForm | CodeCode Available | 0 |
| Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering | Apr 11, 2017 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 0 |
| An Empirical Evaluation of Visual Question Answering for Novel Objects | Apr 8, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| It Takes Two to Tango: Towards Theory of AI's Mind | Apr 3, 2017 | AttributeQuestion Answering | —Unverified | 0 |
| Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks | Apr 2, 2017 | Multi-Task LearningQuestion Answering | —Unverified | 0 |
| An Analysis of Visual Question Answering Algorithms | Mar 28, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Recurrent and Contextual Models for Visual Question Answering | Mar 23, 2017 | DiversityMultiple-choice | —Unverified | 0 |
| Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation | Mar 23, 2017 | DecoderMachine Translation | —Unverified | 0 |
| Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning | Mar 20, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| VQABQ: Visual Question Answering by Basic Questions | Mar 19, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Tree Memory Networks for Modelling Long-term Temporal Dependencies | Mar 12, 2017 | Machine TranslationPart-Of-Speech Tagging | —Unverified | 0 |
| Task-driven Visual Saliency and Attention-based Visual Question Answering | Feb 22, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning | Dec 20, 2016 | DiagnosticQuestion Answering | CodeCode Available | 1 |
| The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions | Dec 16, 2016 | BIG-bench Machine LearningQuestion Answering | —Unverified | 0 |
| Attentive Explanations: Justifying Decisions and Pointing to the Evidence | Dec 14, 2016 | Decision MakingQuestion Answering | —Unverified | 0 |
| VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering | Dec 12, 2016 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering | Dec 2, 2016 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 0 |
| Visual Question Answering with Question Representation Update (QRU) | Dec 1, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Grad-CAM: Why did you say that? | Nov 22, 2016 | Image CaptioningVisual Question Answering | CodeCode Available | 0 |
| Zero-Shot Visual Question Answering | Nov 17, 2016 | Question AnsweringRetrieval | —Unverified | 0 |
| Dual Attention Networks for Multimodal Reasoning and Matching | Nov 2, 2016 | Collaborative InferenceImage-text matching | CodeCode Available | 0 |
| Proposing Plausible Answers for Open-ended Visual Question Answering | Oct 20, 2016 | Graph MatchingOpen-Ended Question Answering | —Unverified | 0 |
| Hadamard Product for Low-rank Bilinear Pooling | Oct 14, 2016 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 0 |
| Open-Ended Visual Question-Answering | Oct 9, 2016 | Question AnsweringSentence | CodeCode Available | 0 |
| Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization | Oct 7, 2016 | General ClassificationImage Attribution | CodeCode Available | 1 |
| Visual Question Answering: Datasets, Algorithms, and Future Challenges | Oct 5, 2016 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA) | Sep 21, 2016 | Question AnsweringSentence | —Unverified | 0 |
| Graph-Structured Representations for Visual Question Answering | Sep 19, 2016 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Towards Transparent AI Systems: Interpreting Visual Question Answering Models | Aug 31, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Measuring Machine Intelligence Through Visual Question Answering | Aug 31, 2016 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Visual Question: Predicting If a Crowd Will Agree on the Answer | Aug 29, 2016 | Question Answeringvalid | —Unverified | 0 |
| Solving Visual Madlibs with Multiple Cues | Aug 11, 2016 | Activity PredictionAttribute | —Unverified | 0 |
| Visual Question Answering: A Survey of Methods and Datasets | Jul 20, 2016 | General KnowledgeSurvey | CodeCode Available | 0 |
| Annotation Methodologies for Vision and Language Dataset Creation | Jul 10, 2016 | Action RecognitionImage Description | —Unverified | 0 |
| Revisiting Visual Question Answering Baselines | Jun 27, 2016 | Binary ClassificationMultiple-choice | CodeCode Available | 0 |
| Analyzing the Behavior of Visual Question Answering Models | Jun 23, 2016 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Question Relevance in VQA: Identifying Non-Visual And False-Premise Questions | Jun 21, 2016 | Question AnsweringQuestion Similarity | —Unverified | 0 |
| DualNet: Domain-Invariant Network for Visual Question Answering | Jun 20, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? | Jun 17, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| FVQA: Fact-based Visual Question Answering | Jun 17, 2016 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| Training Recurrent Answering Units with Joint Loss Minimization for VQA | Jun 12, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions? | Jun 11, 2016 | Question AnsweringVisual Question Answering | —Unverified | 0 |
