| Interpretable Face Anti-Spoofing: Enhancing Generalization with Multimodal Large Language Models | Jan 3, 2025 | Binary ClassificationFace Anti-Spoofing | —Unverified | 0 |
| CLIP-UP: CLIP-Based Unanswerable Problem Detection for Visual Question Answering | Jan 2, 2025 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| Separation of Powers: On Segregating Knowledge from Observation in LLM-enabled Knowledge-based Visual Question Answering | Jan 1, 2025 | Multiple-choiceQuestion Answering | —Unverified | 0 |
| AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation | Jan 1, 2025 | Image CaptioningQuestion Answering | —Unverified | 0 |
| JTD-UAV: MLLM-Enhanced Joint Tracking and Description Framework for Anti-UAV Systems | Jan 1, 2025 | Question AnsweringVisual Question Answering | —Unverified | 0 |
| AVQACL: A Novel Benchmark for Audio-Visual Question Answering Continual Learning | Jan 1, 2025 | Audio-visual Question AnsweringContinual Learning | CodeCode Available | 0 |
| EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models | Jan 1, 2025 | MM-VetMultimodal Reasoning | —Unverified | 0 |
| Alignment, Mining and Fusion: Representation Alignment with Hard Negative Mining and Selective Knowledge Fusion for Medical Visual Question Answering | Jan 1, 2025 | Contrastive LearningMedical Visual Question Answering | —Unverified | 0 |
| Notes-guided MLLM Reasoning: Enhancing MLLM with Knowledge and Visual Notes for Visual Question Answering | Jan 1, 2025 | Large Language ModelMultimodal Large Language Model | CodeCode Available | 1 |
| Dual Diffusion for Unified Image Generation and Understanding | Dec 31, 2024 | Image GenerationLanguage Modeling | CodeCode Available | 2 |
