| Understanding the Role of Scene Graphs in Visual Question Answering | Jan 14, 2021 | Graph GenerationQuestion Answering | —Unverified | 0 |
| Predicting Relative Depth between Objects from Semantic Features | Jan 12, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Self Supervision for Attention Networks | Jan 6, 2021 | image-classificationImage Classification | CodeCode Available | 0 |
| Transformers in Vision: A Survey | Jan 4, 2021 | Action RecognitionActivity Recognition | —Unverified | 0 |
| Hierarchical Graph Attention Network for Few-Shot Visual-Semantic Learning | Jan 1, 2021 | Graph AttentionImage Captioning | —Unverified | 0 |
| Unshuffling Data for Improved Generalization in Visual Question Answering | Jan 1, 2021 | Out-of-Distribution GeneralizationQuestion Answering | —Unverified | 0 |
| MDETR - Modulated Detection for End-to-End Multi-Modal Understanding | Jan 1, 2021 | Phrase GroundingQuestion Answering | CodeCode Available | 2 |
| Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering | Jan 1, 2021 | Novel ConceptsQuestion Answering | —Unverified | 0 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360deg Videos | Jan 1, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| TRAR: Routing the Attention Spans in Transformer for Visual Question Answering | Jan 1, 2021 | Question AnsweringReferring Expression | CodeCode Available | 1 |
| Multimodal Co-Attention Transformer for Survival Prediction in Gigapixel Whole Slide Images | Jan 1, 2021 | AttributeMultiple Instance Learning | CodeCode Available | 1 |
| Differentiable End-to-End Program Executor for Sample and Computationally Efficient VQA | Jan 1, 2021 | Question AnsweringVisual Question 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 |
| Detecting Hate Speech in Multi-modal Memes | Dec 29, 2020 | Binary ClassificationHate Speech Detection | CodeCode Available | 1 |
| LayoutLMv2: Multi-modal Pre-training for Visually-Rich Document Understanding | Dec 29, 2020 | Document Image ClassificationDocument Layout Analysis | CodeCode Available | 0 |
| Learning content and context with language bias for Visual Question Answering | Dec 21, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Object-Centric Diagnosis of Visual Reasoning | Dec 21, 2020 | DiagnosticObject | —Unverified | 0 |
| Overcoming Language Priors with Self-supervised Learning for Visual Question Answering | Dec 17, 2020 | Question AnsweringSelf-Supervised Learning | CodeCode Available | 1 |
| Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding | Dec 14, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Simple is not Easy: A Simple Strong Baseline for TextVQA and TextCaps | Dec 9, 2020 | DecoderImage Captioning | —Unverified | 0 |
| FloodNet: A High Resolution Aerial Imagery Dataset for Post Flood Scene Understanding | Dec 5, 2020 | image-classificationImage Classification | CodeCode Available | 1 |
| 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 |
| A Unified Framework for Multilingual and Code-Mixed Visual Question Answering | Dec 1, 2020 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Just Ask: Learning to Answer Questions from Millions of Narrated Videos | Dec 1, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 |
