| Differentiable Outlier Detection Enable Robust Deep Multimodal Analysis | Feb 11, 2023 | Image-text RetrievalKnowledge Graphs | CodeCode Available | 0 |
| Is Multimodal Vision Supervision Beneficial to Language? | Feb 10, 2023 | Image RetrievalNatural Language Understanding | CodeCode Available | 0 |
| BinaryVQA: A Versatile Test Set to Evaluate the Out-of-Distribution Generalization of VQA Models | Jan 28, 2023 | Out-of-Distribution GeneralizationQuestion Answering | CodeCode Available | 0 |
| Towards a Unified Model for Generating Answers and Explanations in Visual Question Answering | Jan 25, 2023 | DecoderExplanation Generation | —Unverified | 0 |
| HRVQA: A Visual Question Answering Benchmark for High-Resolution Aerial Images | Jan 23, 2023 | AttributeQuestion Answering | —Unverified | 0 |
| Towards Models that Can See and Read | Jan 18, 2023 | DecoderImage Captioning | —Unverified | 0 |
| Curriculum Script Distillation for Multilingual Visual Question Answering | Jan 17, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Adaptively Clustering Neighbor Elements for Image-Text Generation | Jan 5, 2023 | ClusteringDecoder | CodeCode Available | 0 |
| From Images to Textual Prompts: Zero-Shot Visual Question Answering With Frozen Large Language Models | Jan 1, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Exploring the Effect of Primitives for Compositional Generalization in Vision-and-Language | Jan 1, 2023 | Question AnsweringSelf-Supervised Learning | CodeCode Available | 0 |
| Decouple Before Interact: Multi-Modal Prompt Learning for Continual Visual Question Answering | Jan 1, 2023 | Continual LearningLanguage Modelling | —Unverified | 0 |
| Image as a Foreign Language: BEiT Pretraining for Vision and Vision-Language Tasks | Jan 1, 2023 | Cross-Modal RetrievalImage Captioning | —Unverified | 0 |
| RMLVQA: A Margin Loss Approach for Visual Question Answering With Language Biases | Jan 1, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Toward Multi-Granularity Decision-Making: Explicit Visual Reasoning with Hierarchical Knowledge | Jan 1, 2023 | Decision MakingQuestion Answering | CodeCode Available | 0 |
| PromptCap: Prompt-Guided Image Captioning for VQA with GPT-3 | Jan 1, 2023 | Image CaptioningQuestion 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 |
| Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests | Dec 3, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 0 |
