| LaPA: Latent Prompt Assist Model For Medical Visual Question Answering | Apr 19, 2024 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 | 5 |
| LaTr: Layout-Aware Transformer for Scene-Text VQA | Dec 23, 2021 | Optical Character Recognition (OCR)Question Answering | CodeCode Available | 1 | 5 |
| Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts | Oct 31, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 | 5 |
| Language-Informed Visual Concept Learning | Dec 6, 2023 | DisentanglementNovel Concepts | CodeCode Available | 1 | 5 |
| Label-Descriptive Patterns and Their Application to Characterizing Classification Errors | Oct 18, 2021 | Descriptivenamed-entity-recognition | CodeCode Available | 1 | 5 |
| Kosmos-2: Grounding Multimodal Large Language Models to the World | Jun 26, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 | 5 |
| LaKo: Knowledge-driven Visual Question Answering via Late Knowledge-to-Text Injection | Jul 26, 2022 | DecoderKnowledge Graphs | CodeCode Available | 1 | 5 |
| Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA | Oct 10, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Dynamic Language Binding in Relational Visual Reasoning | Apr 30, 2020 | ObjectQuestion Answering | CodeCode Available | 1 | 5 |
| Attention in Reasoning: Dataset, Analysis, and Modeling | Apr 20, 2022 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| M3-Jepa: Multimodal Alignment via Multi-directional MoE based on the JEPA framework | Sep 9, 2024 | Computational EfficiencyCross-Modal Retrieval | CodeCode Available | 1 | 5 |
| Dual-Key Multimodal Backdoors for Visual Question Answering | Dec 14, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding | Dec 14, 2020 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Language Quantized AutoEncoders: Towards Unsupervised Text-Image Alignment | Feb 2, 2023 | AttributeFew-Shot Image Classification | CodeCode Available | 1 | 5 |
| LIVE: Learnable In-Context Vector for Visual Question Answering | Jun 19, 2024 | In-Context LearningQuestion Answering | CodeCode Available | 1 | 5 |
| Attention-Based Context Aware Reasoning for Situation Recognition | Jun 1, 2020 | Action RecognitionFine-grained Action Recognition | CodeCode Available | 1 | 5 |
| A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering | Apr 26, 2023 | DecoderKnowledge Distillation | CodeCode Available | 1 | 5 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 | 5 |
| Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases | Sep 9, 2019 | Natural Language InferenceQuestion Answering | CodeCode Available | 1 | 5 |
| A Survey on Efficient Vision-Language Models | Apr 13, 2025 | Image CaptioningQuestion Answering | CodeCode Available | 1 | 5 |
| Just Ask: Learning to Answer Questions from Millions of Narrated Videos | Dec 1, 2020 | Question AnsweringQuestion Generation | CodeCode Available | 1 | 5 |
| A Survey of Medical Vision-and-Language Applications and Their Techniques | Nov 19, 2024 | Decision MakingDiagnostic | CodeCode Available | 1 | 5 |
| DocVQA: A Dataset for VQA on Document Images | Jul 1, 2020 | Question AnsweringReading Comprehension | CodeCode Available | 1 | 5 |
| ActiView: Evaluating Active Perception Ability for Multimodal Large Language Models | Oct 7, 2024 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
| Does Vision-and-Language Pretraining Improve Lexical Grounding? | Sep 21, 2021 | Question AnsweringVisual Question Answering | CodeCode Available | 1 | 5 |
