Update links

README.md

@@ -10,7 +10,7 @@ pinned: false
 license: mit
 ---
 
-This demo is based on the implementation of MSI-Net (multi-scale information network), as described in the Neural Networks paper [Contextual encoder-decoder network for visual saliency prediction](https://www.sciencedirect.com/science/article/pii/S0893608020301660) (2020) and on [arXiv](https://arxiv.org/abs/1902.06634). If you find the model or results useful, please cite the following paper:
+This demo is based on the implementation of MSI-Net (multi-scale information network), as described in the Neural Networks paper [Contextual encoder-decoder network for visual saliency prediction](https://doi.org/10.1016/j.neunet.2020.05.004) (2020) and on [arXiv](https://doi.org/10.48550/arXiv.1902.06634). If you find the model or results useful, please cite the following paper:
 
 ```
 @article{kroner2020contextual,

requirements.txt

@@ -1,3 +1,3 @@
 gradio==4.26.0
 matplotlib==3.8.4
-tensorflow==2.16.1
+tensorflow==2.16.1