| CogVLM: Visual Expert for Pretrained Language Models | Nov 6, 2023 | 1 Image, 2*2 StitchingFS-MEVQA | CodeCode Available | 5 |
| GPT-4V-AD: Exploring Grounding Potential of VQA-oriented GPT-4V for Zero-shot Anomaly Detection | Nov 5, 2023 | Anomaly DetectionQuestion Answering | CodeCode Available | 1 |
| VQA-GEN: A Visual Question Answering Benchmark for Domain Generalization | Nov 1, 2023 | Domain GeneralizationQuestion Answering | —Unverified | 0 |
| From Image to Language: A Critical Analysis of Visual Question Answering (VQA) Approaches, Challenges, and Opportunities | Nov 1, 2023 | NavigateQuestion Answering | —Unverified | 0 |
| Making Large Language Models Better Data Creators | Oct 31, 2023 | Instruction FollowingPrompt Engineering | CodeCode Available | 1 |
| Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched Prompts | Oct 31, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 |
| A Systematic Evaluation of GPT-4V's Multimodal Capability for Medical Image Analysis | Oct 31, 2023 | DescriptiveMedical Image Analysis | —Unverified | 0 |
| Learning to Follow Object-Centric Image Editing Instructions Faithfully | Oct 29, 2023 | ObjectQuestion Answering | CodeCode Available | 0 |
| Multimodal ChatGPT for Medical Applications: an Experimental Study of GPT-4V | Oct 29, 2023 | DiagnosticLanguage Modeling | CodeCode Available | 1 |
| Dynamic Task and Weight Prioritization Curriculum Learning for Multimodal Imagery | Oct 29, 2023 | Deep LearningMultimodal Deep Learning | CodeCode Available | 0 |
| EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images | Oct 28, 2023 | Decision MakingMedical Visual Question Answering | CodeCode Available | 1 |
| 3D-Aware Visual Question Answering about Parts, Poses and Occlusions | Oct 27, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| ViCLEVR: A Visual Reasoning Dataset and Hybrid Multimodal Fusion Model for Visual Question Answering in Vietnamese | Oct 27, 2023 | Information RetrievalNatural Language Queries | CodeCode Available | 0 |
| Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation | Oct 27, 2023 | Image GenerationQuestion Answering | —Unverified | 0 |
| AntifakePrompt: Prompt-Tuned Vision-Language Models are Fake Image Detectors | Oct 26, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 |
| Incorporating Probing Signals into Multimodal Machine Translation via Visual Question-Answering Pairs | Oct 26, 2023 | AttributeMachine Translation | CodeCode Available | 0 |
| Exploring Question Decomposition for Zero-Shot VQA | Oct 25, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Enhancing Document Information Analysis with Multi-Task Pre-training: A Robust Approach for Information Extraction in Visually-Rich Documents | Oct 25, 2023 | AllDocument Classification | —Unverified | 0 |
| CAD -- Contextual Multi-modal Alignment for Dynamic AVQA | Oct 25, 2023 | Audio-visual Question AnsweringAudio-Visual Question Answering (AVQA) | —Unverified | 0 |
| Multimodal Representations for Teacher-Guided Compositional Visual Reasoning | Oct 24, 2023 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Towards Perceiving Small Visual Details in Zero-shot Visual Question Answering with Multimodal LLMs | Oct 24, 2023 | Question AnsweringVisual Question Answering | CodeCode Available | 1 |
| LXMERT Model Compression for Visual Question Answering | Oct 23, 2023 | modelModel Compression | CodeCode Available | 0 |
| Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond | Oct 23, 2023 | counterfactualMultiple-choice | —Unverified | 0 |
| SILC: Improving Vision Language Pretraining with Self-Distillation | Oct 20, 2023 | ClassificationContrastive Learning | —Unverified | 0 |
| A Simple Baseline for Knowledge-Based Visual Question Answering | Oct 20, 2023 | In-Context LearningQuestion Answering | CodeCode Available | 0 |
