| Unified Multimodal Pre-training and Prompt-based Tuning for Vision-Language Understanding and Generation | Dec 10, 2021 | Image-text matchingImage-text Retrieval | —Unverified | 0 |
| 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 |
| Debiased Visual Question Answering from Feature and Sample Perspectives | Dec 1, 2021 | Bias DetectionQuestion Answering | CodeCode Available | 1 |
| 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 |
| Searching the Search Space of Vision Transformer | Nov 29, 2021 | Neural Architecture Searchobject-detection | CodeCode Available | 1 |
| Scene Graph Generation with Geometric Context | Nov 25, 2021 | Activity RecognitionGraph Generation | —Unverified | 0 |
| UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling | Nov 23, 2021 | Image CaptioningImage Description | CodeCode Available | 1 |
| Florence: A New Foundation Model for Computer Vision | Nov 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| Many Heads but One Brain: Fusion Brain -- a Competition and a Single Multimodal Multitask Architecture | Nov 22, 2021 | Handwritten Text Recognitionobject-detection | CodeCode Available | 1 |
| A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering | Nov 21, 2021 | Question AnsweringTranslation | —Unverified | 0 |
| UFO: A UniFied TransfOrmer for Vision-Language Representation Learning | Nov 19, 2021 | Image CaptioningImage-text matching | —Unverified | 0 |
| Medical Visual Question Answering: A Survey | Nov 19, 2021 | Medical Visual Question AnsweringQuestion Answering | —Unverified | 0 |
| Achieving Human Parity on Visual Question Answering | Nov 17, 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 |
| 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 |
| Breaking Down Questions for Outside-Knowledge Visual Question Answering | Nov 16, 2021 | Graph Neural NetworkQuestion Answering | —Unverified | 0 |
| Question-Led Semantic Structure Enhanced Attentions for VQA | Nov 16, 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 |
| Document AI: Benchmarks, Models and Applications | Nov 16, 2021 | Deep LearningDocument AI | —Unverified | 0 |
| Language bias in Visual Question Answering: A Survey and Taxonomy | 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 |
