| LRRA:A Transparent Neural-Symbolic Reasoning Framework for Real-World Visual Question Answering | Aug 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| 利用图像描述与知识图谱增强表示的视觉问答(Exploiting Image Captions and External Knowledge as Representation Enhancement for Visual Question Answering) | Aug 1, 2021 | Image CaptioningQuestion Answering | —Unverified | 0 |
| In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering | Aug 1, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Check It Again:Progressive Visual Question Answering via Visual Entailment | Aug 1, 2021 | Question AnsweringVisual Entailment | CodeCode Available | 1 |
| Towards Visual Question Answering on Pathology Images | Aug 1, 2021 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| Greedy Gradient Ensemble for Robust Visual Question Answering | Jul 27, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering | Jul 24, 2021 | AttributeOut-of-Distribution Generalization | CodeCode Available | 0 |
| Separating Skills and Concepts for Novel Visual Question Answering | Jul 19, 2021 | AttributeContrastive Learning | CodeCode Available | 1 |
| How Much Can CLIP Benefit Vision-and-Language Tasks? | Jul 13, 2021 | Question AnsweringVision and Language Navigation | CodeCode Available | 1 |
| Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering | Jul 13, 2021 | NavigateQuestion Answering | CodeCode Available | 1 |
| Zero-shot Visual Question Answering using Knowledge Graph | Jul 12, 2021 | Knowledge GraphsQuestion Answering | CodeCode Available | 1 |
| MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering | Jul 7, 2021 | Medical Visual Question AnsweringMissing Labels | —Unverified | 0 |
| Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering | Jul 6, 2021 | Active LearningObject Recognition | CodeCode Available | 1 |
| Cognitive Visual Commonsense Reasoning Using Dynamic Working Memory | Jul 4, 2021 | Question AnsweringScene Understanding | CodeCode Available | 0 |
| Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs | Jun 28, 2021 | Question AnsweringTask 2 | —Unverified | 0 |
| Multimodal Few-Shot Learning with Frozen Language Models | Jun 25, 2021 | Few-Shot LearningLanguage Modeling | —Unverified | 0 |
| Probing Inter-modality: Visual Parsing with Self-Attention for Vision-Language Pre-training | Jun 25, 2021 | Image-text RetrievalQuestion Answering | —Unverified | 0 |
| A Picture May Be Worth a Hundred Words for Visual Question Answering | Jun 25, 2021 | Data AugmentationDescriptive | —Unverified | 0 |
| Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing | Jun 19, 2021 | BenchmarkingDNN Testing | CodeCode Available | 1 |
| Predicting Human Scanpaths in Visual Question Answering | Jun 19, 2021 | Deep Reinforcement LearningQuestion Answering | CodeCode Available | 1 |
| RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual Words | Jun 19, 2021 | DecoderImage Captioning | CodeCode Available | 1 |
| VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis | Jun 19, 2021 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Probing Image-Language Transformers for Verb Understanding | Jun 16, 2021 | Image RetrievalQuestion Answering | CodeCode Available | 1 |
| How Modular Should Neural Module Networks Be for Systematic Generalization? | Jun 15, 2021 | Question AnsweringSystematic Generalization | CodeCode Available | 0 |
| NAAQA: A Neural Architecture for Acoustic Question Answering | Jun 11, 2021 | Acoustic Question AnsweringQuestion Answering | CodeCode Available | 0 |
