Paper 'Mitigating Hallucinations in Multimodal LLMs via Object-aware Preference Optimization' accepted at BMVC 2025.
Paper 'Positive-augmented contrastive learning for vision-and-language evaluation and training' accepted at International Journal of Computer Vision (IJCV) 2025.
Paper 'LLaVA-MORE: A Comparative Study of LLMs and Visual Backbones for Enhanced Visual Instruction Tuning' accepted at ICCV Workshops 2025.
Paper 'Augmenting Multimodal LLMs with Self-Reflective Tokens for Knowledge-based Visual Question Answering' accepted at CVPR 2025.
Paper 'Causal Graphical Models for Vision-Language Compositional Understanding' accepted at ICLR 2025.