| VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems | Jul 1, 2022 | Information RetrievalQuestion Answering | —Unverified | 0 |
| American == White in Multimodal Language-and-Image AI | Jul 1, 2022 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Modern Question Answering Datasets and Benchmarks: A Survey | Jun 30, 2022 | Deep LearningQuestion Answering | —Unverified | 0 |
| A Unified End-to-End Retriever-Reader Framework for Knowledge-based VQA | Jun 30, 2022 | Question AnsweringRetrieval | CodeCode Available | 1 |
| EBMs vs. CL: Exploring Self-Supervised Visual Pretraining for Visual Question Answering | Jun 29, 2022 | Contrastive LearningOut of Distribution (OOD) Detection | —Unverified | 0 |
| Consistency-preserving Visual Question Answering in Medical Imaging | Jun 27, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering | Jun 25, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| VisFIS: Visual Feature Importance Supervision with Right-for-the-Right-Reason Objectives | Jun 22, 2022 | Feature ImportanceQuestion Answering | CodeCode Available | 0 |
| Surgical-VQA: Visual Question Answering in Surgical Scenes using Transformer | Jun 22, 2022 | Question AnsweringSentence | CodeCode Available | 1 |
| Tell Me the Evidence? Dual Visual-Linguistic Interaction for Answer Grounding | Jun 21, 2022 | DecoderQuestion Answering | —Unverified | 0 |
| Grounding Answers for Visual Questions Asked by Visually Impaired People | Jun 20, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Zero-Shot Video Question Answering via Frozen Bidirectional Language Models | Jun 16, 2022 | Fill MaskLanguage Modeling | CodeCode Available | 1 |
| MixGen: A New Multi-Modal Data Augmentation | Jun 16, 2022 | Data AugmentationImage-text Retrieval | CodeCode Available | 1 |
| Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone | Jun 15, 2022 | Described Object DetectionImage Captioning | CodeCode Available | 1 |
| Test-Time Adaptation for Visual Document Understanding | Jun 15, 2022 | document understandingDomain Adaptation | —Unverified | 0 |
| Less Is More: Linear Layers on CLIP Features as Powerful VizWiz Model | Jun 10, 2022 | Question AnsweringTask 2 | —Unverified | 0 |
| cViL: Cross-Lingual Training of Vision-Language Models using Knowledge Distillation | Jun 7, 2022 | Knowledge DistillationQuestion Answering | CodeCode Available | 0 |
| From Pixels to Objects: Cubic Visual Attention for Visual Question Answering | Jun 4, 2022 | ObjectQuestion Answering | —Unverified | 0 |
| A-OKVQA: A Benchmark for Visual Question Answering using World Knowledge | Jun 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Structured Two-stream Attention Network for Video Question Answering | Jun 2, 2022 | Question AnsweringVideo Question Answering | —Unverified | 0 |
| VL-BEiT: Generative Vision-Language Pretraining | Jun 2, 2022 | image-classificationImage Classification | —Unverified | 0 |
| REVIVE: Regional Visual Representation Matters in Knowledge-Based Visual Question Answering | Jun 2, 2022 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Question Modifiers in Visual Question Answering | Jun 1, 2022 | Natural Language UnderstandingQuestion Answering | —Unverified | 0 |
| Fine-tuning vs From Scratch: Do Vision & Language Models Have Similar Capabilities on Out-of-Distribution Visual Question Answering? | Jun 1, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Un jeu de données pour répondre à des questions visuelles à propos d’entités nommées en utilisant des bases de connaissances (ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities) | Jun 1, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
