| Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering | Dec 14, 2021 | Graph MatchingQuestion Answering | CodeCode Available | 1 |
| Change Detection Meets Visual Question Answering | Dec 12, 2021 | Answer GenerationChange Detection | CodeCode Available | 1 |
| Debiased Visual Question Answering from Feature and Sample Perspectives | Dec 1, 2021 | Bias DetectionQuestion Answering | CodeCode Available | 1 |
| Searching the Search Space of Vision Transformer | Nov 29, 2021 | Neural Architecture Searchobject-detection | CodeCode Available | 1 |
| UniTAB: Unifying Text and Box Outputs for Grounded Vision-Language Modeling | Nov 23, 2021 | Image CaptioningImage Description | 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 |
| Florence: A New Foundation Model for Computer Vision | Nov 22, 2021 | Action ClassificationAction Recognition | CodeCode Available | 1 |
| ViVQA: Vietnamese Visual Question Answering | Nov 1, 2021 | Question AnsweringVietnamese Visual Question Answering | CodeCode Available | 1 |
| IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning | Oct 25, 2021 | Arithmetic ReasoningMathematical Question Answering | CodeCode Available | 1 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 |
| Pano-AVQA: Grounded Audio-Visual Question Answering on 360^ Videos | Oct 11, 2021 | Audio-visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Coarse-to-Fine Reasoning for Visual Question Answering | Oct 6, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering | Oct 3, 2021 | counterfactualDiagnostic | CodeCode Available | 1 |
| The Spoon Is in the Sink: Assisting Visually Impaired People in the Kitchen | Oct 1, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images | Oct 1, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Does Vision-and-Language Pretraining Improve Lexical Grounding? | Sep 21, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| xGQA: Cross-Lingual Visual Question Answering | Sep 13, 2021 | Cross-Lingual TransferLanguage Modeling | CodeCode Available | 1 |
| An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA | Sep 10, 2021 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
| Weakly-Supervised Visual-Retriever-Reader for Knowledge-based Question Answering | Sep 9, 2021 | Question AnsweringRetrieval | CodeCode Available | 1 |
| WebQA: Multihop and Multimodal QA | Sep 1, 2021 | Image RetrievalMultimodal Reasoning | CodeCode Available | 1 |
| SimVLM: Simple Visual Language Model Pretraining with Weak Supervision | Aug 24, 2021 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| X-modaler: A Versatile and High-performance Codebase for Cross-modal Analytics | Aug 18, 2021 | Cross-Modal RetrievalDecoder | CodeCode Available | 1 |
| Task-Oriented Multi-User Semantic Communications for VQA Task | Aug 16, 2021 | Question AnsweringSemantic Communication | CodeCode Available | 1 |
| Sparse Continuous Distributions and Fenchel-Young Losses | Aug 4, 2021 | Audio ClassificationQuestion Answering | CodeCode Available | 1 |
| Check It Again:Progressive Visual Question Answering via Visual Entailment | Aug 1, 2021 | Question AnsweringVisual Entailment | CodeCode Available | 1 |
