| AI2-THOR: An Interactive 3D Environment for Visual AI | Dec 14, 2017 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| IQA: Visual Question Answering in Interactive Environments | Dec 9, 2017 | NavigateReinforcement Learning | CodeCode Available | 0 |
| Learning by Asking Questions | Dec 4, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks | Dec 3, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Multimodal Learning and Reasoning for Visual Question Answering | Dec 1, 2017 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering | Dec 1, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end | Nov 28, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Locally Smoothed Neural Networks | Nov 22, 2017 | Face VerificationQuestion Answering | CodeCode Available | 0 |
| Visual Question Answering as a Meta Learning Task | Nov 22, 2017 | Meta-LearningQuestion Answering | —Unverified | 0 |
| Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning | Nov 21, 2017 | Question AnsweringReinforcement Learning | —Unverified | 0 |
| Adversarial Attacks Beyond the Image Space | Nov 20, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Vision-and-Language Navigation: Interpreting visually-grounded navigation instructions in real environments | Nov 20, 2017 | Reinforcement LearningTranslation | CodeCode Available | 1 |
| Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQA | Nov 18, 2017 | FormQuestion Answering | CodeCode Available | 0 |
| Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering | Nov 18, 2017 | FormVisual Question Answering | CodeCode Available | 0 |
| A Novel Framework for Robustness Analysis of Visual QA Models | Nov 16, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| High-Order Attention Models for Visual Question Answering | Nov 12, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Active Learning for Visual Question Answering: An Empirical Study | Nov 6, 2017 | Active LearningVisual Question Answering | CodeCode Available | 0 |
| iVQA: Inverse Visual Question Answering | Oct 10, 2017 | Question AnsweringQuestion Generation | —Unverified | 0 |
| Fooling Vision and Language Models Despite Localization and Attention Mechanism | Sep 25, 2017 | Dense CaptioningNatural Language Understanding | —Unverified | 0 |
| Survey of Recent Advances in Visual Question Answering | Sep 24, 2017 | Question AnsweringSurvey | —Unverified | 0 |
| Visual Reference Resolution using Attention Memory for Visual Dialog | Sep 23, 2017 | Parameter PredictionQuestion Answering | —Unverified | 0 |
| Visual Question Generation as Dual Task of Visual Question Answering | Sep 21, 2017 | Question AnsweringQuestion Generation | —Unverified | 0 |
| Exploring Human-like Attention Supervision in Visual Question Answering | Sep 19, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Robustness Analysis of Visual QA Models by Basic Questions | Sep 14, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Memory Augmented Neural Networks for Natural Language Processing | Sep 1, 2017 | AI AgentLanguage Modeling | —Unverified | 0 |
| Data Augmentation for Visual Question Answering | Sep 1, 2017 | Data AugmentationGeneral Classification | —Unverified | 0 |
| VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation | Aug 15, 2017 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering | Aug 10, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge | Aug 9, 2017 | GPUVisual Question Answering | CodeCode Available | 0 |
| Learning to Disambiguate by Asking Discriminative Questions | Aug 9, 2017 | BenchmarkingImage Captioning | —Unverified | 0 |
| Structured Attentions for Visual Question Answering | Aug 7, 2017 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 0 |
| Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering | Aug 4, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models | Aug 2, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering | Jul 25, 2017 | Image CaptioningVisual Question Answering | CodeCode Available | 1 |
| Improved Bilinear Pooling with CNNs | Jul 21, 2017 | GPUQuestion Answering | —Unverified | 0 |
| Video Question Answering via Attribute-Augmented Attention Network Learning | Jul 20, 2017 | AttributeInformation Retrieval | —Unverified | 0 |
| Visual Question Answering with Memory-Augmented Networks | Jul 17, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures | Jul 8, 2017 | Mixture-of-ExpertsQuestion Answering | CodeCode Available | 0 |
| Modulating early visual processing by language | Jul 2, 2017 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Multi-Level Attention Networks for Visual Question Answering | Jul 1, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension | Jul 1, 2017 | Question AnsweringReading Comprehension | —Unverified | 0 |
| Kernel Pooling for Convolutional Neural Networks | Jul 1, 2017 | Face RecognitionFine-Grained Visual Categorization | —Unverified | 0 |
| Knowledge Acquisition for Visual Question Answering via Iterative Querying | Jul 1, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Segmentation Guided Attention Networks for Visual Question Answering | Jul 1, 2017 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
| Compact Tensor Pooling for Visual Question Answering | Jun 20, 2017 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| A simple neural network module for relational reasoning | Jun 5, 2017 | Image Retrieval with Multi-Modal QueryQuestion Answering | CodeCode Available | 0 |
| Deep learning evaluation using deep linguistic processing | Jun 5, 2017 | Deep LearningMultimodal Deep Learning | —Unverified | 0 |
| MUTAN: Multimodal Tucker Fusion for Visual Question Answering | May 18, 2017 | Visual Question AnsweringVisual Question Answering (VQA) | CodeCode Available | 0 |
| Learning Convolutional Text Representations for Visual Question Answering | May 18, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| Survey of Visual Question Answering: Datasets and Techniques | May 10, 2017 | Deep LearningQuestion Answering | —Unverified | 0 |
