| Transformers in Vision: A Survey | Jan 4, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering | Jan 1, 2021 | Novel ConceptsQuestion Answering | —Unverified | 0 |
| Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning | Jan 1, 2021 | Graph AttentionImage Captioning | —Unverified | 0 |
| Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA | Jan 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Unshuffling Data for Improved Generalization in Visual Question Answering | Jan 1, 2021 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 |
| Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings | Dec 31, 2020 | Common Sense ReasoningKnowledge Graph Embeddings | —Unverified | 0 |
| LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding | Dec 29, 2020 | Document Image ClassificationDocument Layout Analysis | CodeCode Available | 0 |
| Object-Centric Diagnosis of Visual Reasoning | Dec 21, 2020 | DiagnosticObject | —Unverified | 0 |
| Learning content and context with language bias for Visual Question Answering | Dec 21, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps | Dec 9, 2020 | DecoderImage Captioning | —Unverified | 0 |
| WeaQA: Weak Supervision via Captions for Visual Question Answering | Dec 4, 2020 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Towards Knowledge-Augmented Visual Question Answering | Dec 1, 2020 | General KnowledgeGraph Attention | CodeCode Available | 0 |
| Multimodal Graph Networks for Compositional Generalization in Visual Question Answering | Dec 1, 2020 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| A Unified Framework for Multilingual and Code-Mixed Visual Question Answering | Dec 1, 2020 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Learning from Lexical Perturbations for Consistent Visual Question Answering | Nov 26, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Siamese Tracking with Lingual Object Constraints | Nov 23, 2020 | ObjectObject Tracking | CodeCode Available | 0 |
| Modular Graph Attention Network for Complex Visual Relational Reasoning | Nov 22, 2020 | Graph AttentionQuestion Answering | —Unverified | 0 |
| Logically Consistent Loss for Visual Question Answering | Nov 19, 2020 | Multi-Task LearningQuestion Answering | —Unverified | 0 |
| Generating Natural Questions from Images for Multimodal Assistants | Nov 17, 2020 | Common Sense ReasoningNatural Questions | —Unverified | 0 |
| CapWAP: Captioning with a Purpose | Nov 9, 2020 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles | Nov 7, 2020 | Natural Language InferenceQuestion Answering | CodeCode Available | 0 |
| An Improved Attention for Visual Question Answering | Nov 4, 2020 | DecoderQuestion Answering | CodeCode Available | 0 |
| Reasoning Over History: Context Aware Visual Dialog | Nov 2, 2020 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| Can Pre-training help VQA with Lexical Variations? | Nov 1, 2020 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Representation, Learning and Reasoning on Spatial Language for Downstream NLP Tasks | Nov 1, 2020 | Common Sense ReasoningQuestion Answering | —Unverified | 0 |
