| Rephrase, Augment, Reason: Visual Grounding of Questions for Vision-Language Models | Oct 9, 2023 | Language ModellingQuestion Answering | CodeCode Available | 1 |
| VDC: Versatile Data Cleanser based on Visual-Linguistic Inconsistency by Multimodal Large Language Models | Sep 28, 2023 | Backdoor Attackcross-modal alignment | CodeCode Available | 1 |
| Toloka Visual Question Answering Benchmark | Sep 28, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild | Sep 14, 2023 | DecoderInstruction Following | CodeCode Available | 1 |
| A Survey on Interpretable Cross-modal Reasoning | Sep 5, 2023 | Cross-Modal RetrievalDecision Making | CodeCode Available | 1 |
| UniPT: Universal Parallel Tuning for Transfer Learning with Efficient Parameter and Memory | Aug 28, 2023 | Question AnsweringRetrieval | CodeCode Available | 1 |
| Towards Vision-Language Mechanistic Interpretability: A Causal Tracing Tool for BLIP | Aug 27, 2023 | Question AnsweringText Generation | CodeCode Available | 1 |
| InstructionGPT-4: A 200-Instruction Paradigm for Fine-Tuning MiniGPT-4 | Aug 23, 2023 | Instruction FollowingQuestion Answering | CodeCode Available | 1 |
| StableLLaVA: Enhanced Visual Instruction Tuning with Synthesized Image-Dialogue Data | Aug 20, 2023 | Visual Question Answering | CodeCode Available | 1 |
| Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks | Aug 17, 2023 | Question AnsweringText Generation | CodeCode Available | 1 |
| Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection | Aug 16, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| Detecting and Preventing Hallucinations in Large Vision Language Models | Aug 11, 2023 | 16kHallucination | CodeCode Available | 1 |
| Foundation Model is Efficient Multimodal Multitask Model Selector | Aug 11, 2023 | modelModel Selection | CodeCode Available | 1 |
| Progressive Spatio-temporal Perception for Audio-Visual Question Answering | Aug 10, 2023 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | CodeCode Available | 1 |
| SciGraphQA: A Large-Scale Synthetic Multi-Turn Question-Answering Dataset for Scientific Graphs | Aug 7, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question Answering | Jul 22, 2023 | Graph Representation LearningLanguage Modeling | CodeCode Available | 1 |
| Explaining Autonomous Driving Actions with Visual Question Answering | Jul 19, 2023 | Autonomous DrivingAutonomous Vehicles | CodeCode Available | 1 |
| CAT-ViL: Co-Attention Gated Vision-Language Embedding for Visual Question Localized-Answering in Robotic Surgery | Jul 11, 2023 | Question AnsweringScene Understanding | CodeCode Available | 1 |
| Rad-ReStruct: A Novel VQA Benchmark and Method for Structured Radiology Reporting | Jul 11, 2023 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Self-Adaptive Sampling for Efficient Video Question-Answering on Image--Text Models | Jul 9, 2023 | Question AnsweringTGIF-Frame | CodeCode Available | 1 |
| Localized Questions in Medical Visual Question Answering | Jul 3, 2023 | Medical Visual Question AnsweringQuestion Answering | CodeCode Available | 1 |
| Multimodal Prompt Retrieval for Generative Visual Question Answering | Jun 30, 2023 | Domain AdaptationGenerative Visual Question Answering | CodeCode Available | 1 |
| Answer Mining from a Pool of Images: Towards Retrieval-Based Visual Question Answering | Jun 29, 2023 | Answer GenerationQuestion Answering | CodeCode Available | 1 |
| Kosmos-2: Grounding Multimodal Large Language Models to the World | Jun 26, 2023 | Image CaptioningIn-Context Learning | CodeCode Available | 1 |
| Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering | Jun 16, 2023 | Image CaptioningQuestion Answering | CodeCode Available | 1 |
