| Do we Really Need Visual Instructions? Towards Visual Instruction-Free Fine-tuning for Large Vision-Language Models | Feb 17, 2025 | Instruction Followingvisual instruction following | —Unverified | 0 |
| Inst-IT: Boosting Multimodal Instance Understanding via Explicit Visual Prompt Instruction Tuning | Dec 4, 2024 | Multimodal Large Language ModelVideo Understanding | CodeCode Available | 1 |
| GeoGround: A Unified Large Vision-Language Model for Remote Sensing Visual Grounding | Nov 16, 2024 | Instruction FollowingLanguage Modeling | CodeCode Available | 2 |
| MpoxVLM: A Vision-Language Model for Diagnosing Skin Lesions from Mpox Virus Infection | Nov 16, 2024 | DiagnosticInstruction Following | CodeCode Available | 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 |
| Space-LLaVA: a Vision-Language Model Adapted to Extraterrestrial Applications | Aug 12, 2024 | Instruction FollowingLanguage Modeling | —Unverified | 0 |
| LVLM-empowered Multi-modal Representation Learning for Visual Place Recognition | Jul 9, 2024 | Instruction FollowingRepresentation Learning | —Unverified | 0 |
| MMSci: A Dataset for Graduate-Level Multi-Discipline Multimodal Scientific Understanding | Jul 6, 2024 | ArticlesInstruction Following | CodeCode Available | 2 |
| Pelican: Correcting Hallucination in Vision-LLMs via Claim Decomposition and Program of Thought Verification | Jul 2, 2024 | Claim VerificationHallucination | —Unverified | 0 |
| Reminding Multimodal Large Language Models of Object-aware Knowledge with Retrieved Tags | Jun 16, 2024 | Image to textInstruction Following | —Unverified | 0 |
