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@@ -311,13 +311,15 @@ Region-based Fully Convolutional Networks**." arXiv preprint arXiv:1605.06409 (2
 
 **[5]** Zhang, Richard, Phillip Isola, and Alexei A. Efros. "**Colorful Image Colorization**." arXiv preprint arXiv:1603.08511 (2016). [[pdf]](http://arxiv.org/pdf/1603.08511) :star::star::star::star:
 
-**[6]** Johnson, Justin, Alexandre Alahi, and Li Fei-Fei. "**Perceptual losses for real-time style transfer and super-resolution**." arXiv preprint arXiv:1603.08155 (2016). [[pdf]](https://arxiv.org/pdf/1603.08155.pdf) :star::star::star::star:
+**[6]** Scott Reed, Zeynep Akata, Xinchen Yan, Lajanugen Logeswaran, Bernt Schiele, Honglak Lee "**Generative Adversarial Text to Image Synthesis**." arXiv preprint arXiv:1605.05396v2 (2016). [[pdf]](https://arxiv.org/abs/1605.05396) :star::star::star::star::star:
 
-**[7]** Vincent Dumoulin, Jonathon Shlens and Manjunath Kudlur. "**A learned representation for artistic style**." arXiv preprint arXiv:1610.07629 (2016). [[pdf]](https://arxiv.org/pdf/1610.07629v1.pdf) :star::star::star::star:
+**[7]** Johnson, Justin, Alexandre Alahi, and Li Fei-Fei. "**Perceptual losses for real-time style transfer and super-resolution**." arXiv preprint arXiv:1603.08155 (2016). [[pdf]](https://arxiv.org/pdf/1603.08155.pdf) :star::star::star::star:
 
-**[8]** Gatys, Leon and Ecker, et al."**Controlling Perceptual Factors in Neural Style Transfer**." arXiv preprint arXiv:1611.07865 (2016). [[pdf]](https://arxiv.org/pdf/1611.07865.pdf) **(control style transfer over spatial location,colour information and across spatial scale)**:star::star::star::star:
+**[8]** Vincent Dumoulin, Jonathon Shlens and Manjunath Kudlur. "**A learned representation for artistic style**." arXiv preprint arXiv:1610.07629 (2016). [[pdf]](https://arxiv.org/pdf/1610.07629v1.pdf) :star::star::star::star:
 
-**[9]** Ulyanov, Dmitry and Lebedev, Vadim, et al. "**Texture Networks: Feed-forward Synthesis of Textures and Stylized Images**." arXiv preprint arXiv:1603.03417(2016). [[pdf]](http://arxiv.org/abs/1603.03417) **(texture generation and style transfer)** :star::star::star::star:
+**[9]** Gatys, Leon and Ecker, et al."**Controlling Perceptual Factors in Neural Style Transfer**." arXiv preprint arXiv:1611.07865 (2016). [[pdf]](https://arxiv.org/pdf/1611.07865.pdf) **(control style transfer over spatial location,colour information and across spatial scale)**:star::star::star::star:
+
+**[10]** Ulyanov, Dmitry and Lebedev, Vadim, et al. "**Texture Networks: Feed-forward Synthesis of Textures and Stylized Images**." arXiv preprint arXiv:1603.03417(2016). [[pdf]](http://arxiv.org/abs/1603.03417) **(texture generation and style transfer)** :star::star::star::star:
 
 
 ## 3.8 Object Segmentation