| POINTS: Improving Your Vision-language Model with Affordable Strategies | Sep 7, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| COLUMBUS: Evaluating COgnitive Lateral Understanding through Multiple-choice reBUSes | Sep 6, 2024 | Multiple-choiceQuestion Answering | CodeCode Available | 0 |
| OccLLaMA: An Occupancy-Language-Action Generative World Model for Autonomous Driving | Sep 5, 2024 | Autonomous DrivingMotion Planning | —Unverified | 0 |
| MOSMOS: Multi-organ segmentation facilitated by medical report supervision | Sep 4, 2024 | Contrastive LearningOrgan Segmentation | —Unverified | 0 |
| Blocks as Probes: Dissecting Categorization Ability of Large Multimodal Models | Sep 3, 2024 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| How to Determine the Preferred Image Distribution of a Black-Box Vision-Language Model? | Sep 3, 2024 | In-Context LearningLanguage Modeling | CodeCode Available | 0 |
| Kvasir-VQA: A Text-Image Pair GI Tract Dataset | Sep 2, 2024 | Image CaptioningImage Generation | CodeCode Available | 0 |
| Look, Learn and Leverage (L^3): Mitigating Visual-Domain Shift and Discovering Intrinsic Relations via Symbolic Alignment | Aug 30, 2024 | Question AnsweringRepresentation Learning | —Unverified | 0 |
| Retrieval-Augmented Natural Language Reasoning for Explainable Visual Question Answering | Aug 30, 2024 | DecoderLanguage Modeling | —Unverified | 0 |
| M4CXR: Exploring Multi-task Potentials of Multi-modal Large Language Models for Chest X-ray Interpretation | Aug 29, 2024 | Instruction FollowingMedical Report Generation | —Unverified | 0 |
| Can Visual Language Models Replace OCR-Based Visual Question Answering Pipelines in Production? A Case Study in Retail | Aug 28, 2024 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Can SAR improve RSVQA performance? | Aug 28, 2024 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| Zero-Shot Visual Reasoning by Vision-Language Models: Benchmarking and Analysis | Aug 27, 2024 | BenchmarkingLarge Language Model | —Unverified | 0 |
| Multi-Modal Instruction-Tuning Small-Scale Language-and-Vision Assistant for Semiconductor Electron Micrograph Analysis | Aug 27, 2024 | Instruction FollowingQuestion Answering | —Unverified | 0 |
| Evaluating Attribute Comprehension in Large Vision-Language Models | Aug 25, 2024 | AttributeImage-text matching | CodeCode Available | 0 |
| Towards Human-Level Understanding of Complex Process Engineering Schematics: A Pedagogical, Introspective Multi-Agent Framework for Open-Domain Question Answering | Aug 24, 2024 | knowledge editingOpen-Domain Question Answering | —Unverified | 0 |
| Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption | Aug 23, 2024 | Instruction FollowingKnowledge Distillation | —Unverified | 0 |
| MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model | Aug 22, 2024 | Language ModelingLanguage Modelling | —Unverified | 0 |
| SEA: Supervised Embedding Alignment for Token-Level Visual-Textual Integration in MLLMs | Aug 21, 2024 | Contrastive LearningLanguage Modeling | —Unverified | 0 |
| CluMo: Cluster-based Modality Fusion Prompt for Continual Learning in Visual Question Answering | Aug 21, 2024 | Continual LearningQuestion Answering | CodeCode Available | 0 |
| Swarm Intelligence in Geo-Localization: A Multi-Agent Large Vision-Language Model Collaborative Framework | Aug 21, 2024 | geo-localizationLanguage Modeling | —Unverified | 0 |
| TeamLoRA: Boosting Low-Rank Adaptation with Expert Collaboration and Competition | Aug 19, 2024 | GPUMulti-Task Learning | CodeCode Available | 0 |
| FEDMEKI: A Benchmark for Scaling Medical Foundation Models via Federated Knowledge Injection | Aug 17, 2024 | Federated LearningMedical Visual Question Answering | CodeCode Available | 0 |
| Med-PMC: Medical Personalized Multi-modal Consultation with a Proactive Ask-First-Observe-Next Paradigm | Aug 16, 2024 | Decision MakingMedical Visual Question Answering | CodeCode Available | 0 |
| Beyond the Hype: A dispassionate look at vision-language models in medical scenario | Aug 16, 2024 | Question AnsweringSpatial Reasoning | —Unverified | 0 |
