@article{visualperturbationandadaptivehard,
  title = {Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models},
  author = {Xin Huang and Ruibin Li and Tong Jia and Wei Zheng and Ya Wang},
  year = {2025},
  eprint = {2505.15576},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.15576v1},
}