Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models

Huang et al. "Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models." International Joint Conference on Artificial Intelligence, 2025. doi:10.24963/IJCAI.2025/605

[Huang et al. "Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models." International Joint Conference on Artificial Intelligence, 2025.](https://mlanthology.org/ijcai/2025/huang2025ijcai-visual/) doi:10.24963/IJCAI.2025/605

@inproceedings{huang2025ijcai-visual,
  title     = {{Visual Perturbation and Adaptive Hard Negative Contrastive Learning for Compositional Reasoning in Vision-Language Models}},
  author    = {Huang, Xin and Li, Ruibin and Jia, Tong and Zheng, Wei and Wang, Ya},
  booktitle = {International Joint Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {5435-5443},
  doi       = {10.24963/IJCAI.2025/605},
  url       = {https://mlanthology.org/ijcai/2025/huang2025ijcai-visual/}
}