| Multi-Modal Fusion Transformer for Visual Question Answering in Remote Sensing | Oct 10, 2022 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA | Oct 10, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning | Oct 10, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 1 |
| MAMO: Masked Multimodal Modeling for Fine-Grained Vision-Language Representation Learning | Oct 9, 2022 | Image-text Retrievalmultimodal interaction | —Unverified | 0 |
| Retrieval Augmented Visual Question Answering with Outside Knowledge | Oct 7, 2022 | Answer GenerationDiagnostic | CodeCode Available | 2 |
| On the Effects of Video Grounding on Language Models | Oct 1, 2022 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Dual Capsule Attention Mask Network with Mutual Learning for Visual Question Answering | Oct 1, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| A Dual-Attention Learning Network with Word and Sentence Embedding for Medical Visual Question Answering | Oct 1, 2022 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 0 |
| Task Formulation Matters When Learning Continually: A Case Study in Visual Question Answering | Sep 30, 2022 | Continual LearningQuestion Answering | CodeCode Available | 0 |
| Linearly Mapping from Image to Text Space | Sep 30, 2022 | Image CaptioningImage to text | CodeCode Available | 1 |
| TVLT: Textless Vision-Language Transformer | Sep 28, 2022 | Automatic Speech Recognition (ASR)Image Retrieval | CodeCode Available | 1 |
| RepsNet: Combining Vision with Language for Automated Medical Reports | Sep 27, 2022 | Contrastive LearningDecoder | —Unverified | 0 |
| Towards Explainable 3D Grounded Visual Question Answering: A New Benchmark and Strong Baseline | Sep 24, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Exploring Modulated Detection Transformer as a Tool for Action Recognition in Videos | Sep 21, 2022 | Action DetectionAction Recognition | CodeCode Available | 0 |
| Toward 3D Spatial Reasoning for Human-like Text-based Visual Question Answering | Sep 21, 2022 | Image CaptioningOptical Character Recognition (OCR) | —Unverified | 0 |
| Continual VQA for Disaster Response Systems | Sep 21, 2022 | Disaster ResponseManagement | CodeCode Available | 0 |
| Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances | Sep 18, 2022 | AttributeQuestion Answering | CodeCode Available | 0 |
| LAVIS: A Library for Language-Vision Intelligence | Sep 15, 2022 | BenchmarkingImage Captioning | —Unverified | 0 |
| Correlation Information Bottleneck: Towards Adapting Pretrained Multimodal Models for Robust Visual Question Answering | Sep 14, 2022 | Adversarial RobustnessQuestion Answering | —Unverified | 0 |
| MUST-VQA: MUltilingual Scene-text VQA | Sep 14, 2022 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| PaLI: A Jointly-Scaled Multilingual Language-Image Model | Sep 14, 2022 | DecoderFew-Shot Image Classification | —Unverified | 0 |
| PreSTU: Pre-Training for Scene-Text Understanding | Sep 12, 2022 | DecoderImage Captioning | —Unverified | 0 |
| MaXM: Towards Multilingual Visual Question Answering | Sep 12, 2022 | Question AnsweringTranslation | CodeCode Available | 1 |
| Pre-training image-language transformers for open-vocabulary tasks | Sep 9, 2022 | Question AnsweringVisual Entailment | —Unverified | 0 |
| Improving the Cross-Lingual Generalisation in Visual Question Answering | Sep 7, 2022 | Cross-Lingual TransferQuestion Answering | CodeCode Available | 0 |
