| From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models | Jan 1, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| When are Lemons Purple? The Concept Association Bias of Vision-Language Models | Dec 22, 2022 | Attributeimage-classification | —Unverified | 0 |
| UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering | Dec 21, 2022 | Data AugmentationDecision Making | —Unverified | 0 |
| From Images to Textual Prompts: Zero-shot VQA with Frozen Large Language Models | Dec 21, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Towards Unsupervised Visual Reasoning: Do Off-The-Shelf Features Know How to Reason? | Dec 20, 2022 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| MatCha: Enhancing Visual Language Pretraining with Math Reasoning and Chart Derendering | Dec 19, 2022 | Chart Question AnsweringData Summarization | —Unverified | 0 |
| SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering | Dec 16, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| CLIPPO: Image-and-Language Understanding from Pixels Only | Dec 15, 2022 | Contrastive Learningimage-classification | —Unverified | 0 |
| REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory | Dec 10, 2022 | Image CaptioningLanguage Modeling | CodeCode Available | 0 |
| ParsVQA-Caps: A Benchmark for Visual Question Answering and Image Captioning in Persian | Dec 7, 2022 | Image CaptioningQuestion Answering | —Unverified | 0 |
| Hierarchical multimodal transformers for Multi-Page DocVQA | Dec 7, 2022 | DecoderQuestion Answering | CodeCode Available | 1 |
| Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests | Dec 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
| Compound Tokens: Channel Fusion for Vision-Language Representation Learning | Dec 2, 2022 | DecoderLanguage Modeling | —Unverified | 0 |
| Super-CLEVR: A Virtual Benchmark to Diagnose Domain Robustness in Visual Reasoning | Dec 1, 2022 | Domain GeneralizationQuestion Answering | CodeCode Available | 1 |
| Optimizing Explanations by Network Canonization and Hyperparameter Search | Nov 30, 2022 | Explainable Artificial Intelligence (XAI)image-classification | —Unverified | 0 |
| PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals | Nov 29, 2022 | Deep LearningQuestion Answering | —Unverified | 0 |
| Neuro-Symbolic Spatio-Temporal Reasoning | Nov 28, 2022 | AI AgentImage Segmentation | —Unverified | 0 |
| Seeing What You Miss: Vision-Language Pre-training with Semantic Completion Learning | Nov 24, 2022 | cross-modal alignmentImage-text Retrieval | CodeCode Available | 1 |
| Self-supervised vision-language pretraining for Medical visual question answering | Nov 24, 2022 | Contrastive LearningImage-text matching | CodeCode Available | 1 |
| Look, Read and Ask: Learning to Ask Questions by Reading Text in Images | Nov 23, 2022 | Optical Character Recognition (OCR)Question Answering | —Unverified | 0 |
| Cross-Modal Contrastive Learning for Robust Reasoning in VQA | Nov 21, 2022 | Contrastive LearningQuestion Answering | CodeCode Available | 0 |
| CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering | Nov 19, 2022 | Continual LearningQuestion Answering | —Unverified | 0 |
| Visual Programming: Compositional visual reasoning without training | Nov 18, 2022 | In-Context LearningQuestion Answering | CodeCode Available | 2 |
| Text-Aware Dual Routing Network for Visual Question Answering | Nov 17, 2022 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| I Can't Believe There's No Images! Learning Visual Tasks Using only Language Supervision | Nov 17, 2022 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
