| MoCA: Incorporating Multi-stage Domain Pretraining and Cross-guided Multimodal Attention for Textbook Question Answering | Dec 6, 2021 | Language ModellingQuestion Answering | —Unverified | 0 |
| eaVQA: An Experimental Analysis on Visual Question Answering Models | Dec 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Curriculum Learning Effectively Improves Low Data VQA | Dec 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning | Dec 1, 2021 | Logical ReasoningQuestion Answering | —Unverified | 0 |
| Robust Visual Reasoning via Language Guided Neural Module Networks | Dec 1, 2021 | Question AnsweringReferring Expression | —Unverified | 0 |
| Scene Graph Generation with Geometric Context | Nov 25, 2021 | Activity RecognitionGraph Generation | —Unverified | 0 |
| A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering | Nov 21, 2021 | Question AnsweringTranslation | —Unverified | 0 |
| Medical Visual Question Answering: A Survey | Nov 19, 2021 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| UFO: A UniFied TransfOrmer for Vision-Language Representation Learning | Nov 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Achieving Human Parity on Visual Question Answering | Nov 17, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities | Nov 16, 2021 | ArticlesFace Recognition | CodeCode Available | 0 |
| Language bias in Visual Question Answering: A Survey and Taxonomy | Nov 16, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation | Nov 16, 2021 | Image CaptioningKnowledge Distillation | —Unverified | 0 |
| Question-Led Semantic Structure Enhanced Attentions for VQA | Nov 16, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Document AI: Benchmarks, Models and Applications | Nov 16, 2021 | Deep LearningDocument AI | —Unverified | 0 |
| Breaking Down Questions for Outside-Knowledge Visual Question Answering | Nov 16, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Uncertainty-based Visual Question Answering: Estimating Semantic Inconsistency between Image and Knowledge Base | Nov 16, 2021 | Question AnsweringSemantic Similarity | —Unverified | 0 |
| Co-VQA : Answering by Interactive Sub Question Sequence | Nov 16, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture | Nov 11, 2021 | Graph AttentionQuestion Answering | —Unverified | 0 |
| Visual Question Answering based on Formal Logic | Nov 8, 2021 | Formal LogicQuestion Answering | —Unverified | 0 |
| Diversity and Consistency: Exploring Visual Question-Answer Pair Generation | Nov 1, 2021 | DiversityQuestion Answering | —Unverified | 0 |
| CrossVQA: Scalably Generating Benchmarks for Systematically Testing VQA Generalization | Nov 1, 2021 | Answer GenerationQuestion-Answer-Generation | —Unverified | 0 |
| MIRTT: Learning Multimodal Interaction Representations from Trilinear Transformers for Visual Question Answering | Nov 1, 2021 | multimodal interactionMultiple-choice | CodeCode Available | 0 |
| Perceptual Score: What Data Modalities Does Your Model Perceive? | Oct 27, 2021 | Question AnsweringVisual Dialog | CodeCode Available | 0 |
| Alignment Attention by Matching Key and Query Distributions | Oct 25, 2021 | Graph AttentionQuestion Answering | CodeCode Available | 0 |
