Fix bad formatting

README.md

@@ -32,6 +32,7 @@ Check out [Deep Hunt](https://deephunt.in) - my weekly AI newsletter for this re
 * ALI - [Adversarially Learned Inference](https://arxiv.org/abs/1606.00704) ([github](https://github.com/IshmaelBelghazi/ALI))
 * AlignGAN - [AlignGAN: Learning to Align Cross-Domain Images with Conditional Generative Adversarial Networks](https://arxiv.org/abs/1707.01400) 
 * AM-GAN - [Activation Maximization Generative Adversarial Nets](https://arxiv.org/abs/1703.02000) 
+* AmbientGAN - [AmbientGAN: Generative models from lossy measurements](https://openreview.net/forum?id=Hy7fDog0b) ([github](https://github.com/AshishBora/ambient-gan))
 * AnoGAN - [Unsupervised Anomaly Detection with Generative Adversarial Networks to Guide Marker Discovery](https://arxiv.org/abs/1703.05921v1) 
 * APE-GAN - [APE-GAN: Adversarial Perturbation Elimination with GAN](https://arxiv.org/abs/1707.05474) 
 * ARAE - [Adversarially Regularized Autoencoders for Generating Discrete Structures](https://arxiv.org/abs/1706.04223) ([github](https://github.com/jakezhaojb/ARAE))
@@ -40,8 +41,8 @@ Check out [Deep Hunt](https://deephunt.in) - my weekly AI newsletter for this re
 * ArtGAN - [ArtGAN: Artwork Synthesis with Conditional Categorial GANs](https://arxiv.org/abs/1702.03410) 
 * ATA-GAN - [Attention-Aware Generative Adversarial Networks (ATA-GANs)](https://arxiv.org/abs/1802.09070) 
 * Attention-GAN - [Attention-GAN for Object Transfiguration in Wild Images](https://arxiv.org/abs/1803.06798) 
-* AttGAN - [Arbitrary Facial Attribute Editing: Only Change What You Want](https://arxiv.org/abs/1711.10678) 
-* AttnGAN - [AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks](https://arxiv.org/abs/1711.10485) 
+* AttGAN - [Arbitrary Facial Attribute Editing: Only Change What You Want](https://arxiv.org/abs/1711.10678) ([github](https://github.com/LynnHo/AttGAN-Tensorflow))
+* AttnGAN - [AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks](https://arxiv.org/abs/1711.10485) ([github](https://github.com/taoxugit/AttnGAN))
 * B-DCGAN - [B-DCGAN:Evaluation of Binarized DCGAN for FPGA](https://arxiv.org/abs/1803.10930) 
 * b-GAN - [Generative Adversarial Nets from a Density Ratio Estimation Perspective](https://arxiv.org/abs/1610.02920) 
 * BAGAN - [BAGAN: Data Augmentation with Balancing GAN](https://arxiv.org/abs/1803.09655) 
@@ -105,6 +106,7 @@ Check out [Deep Hunt](https://deephunt.in) - my weekly AI newsletter for this re
 * DistanceGAN - [One-Sided Unsupervised Domain Mapping](https://arxiv.org/abs/1706.00826) 
 * DM-GAN - [Dual Motion GAN for Future-Flow Embedded Video Prediction](https://arxiv.org/abs/1708.00284) 
 * DNA-GAN - [DNA-GAN: Learning Disentangled Representations from Multi-Attribute Images](https://arxiv.org/abs/1711.05415) 
+* Domain and Geometry Agnostic CNNs for Left Atrium Segmentation in 3D Ultrasound - [https://arxiv.org/abs/1805.00357](-) ([github](None))
 * dp-GAN - [Differentially Private Releasing via Deep Generative Model](https://arxiv.org/abs/1801.01594) 
 * DP-GAN - [DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text ](https://arxiv.org/abs/1802.01345 ) 
 * DPGAN  - [Differentially Private Generative Adversarial Network ](http://arxiv.org/abs/1802.06739) 
@@ -312,7 +314,8 @@ Check out [Deep Hunt](https://deephunt.in) - my weekly AI newsletter for this re
 * ST-CGAN - [Stacked Conditional Generative Adversarial Networks for Jointly Learning Shadow Detection and Shadow Removal](https://arxiv.org/abs/1712.02478) 
 * ST-GAN - [Style Transfer Generative Adversarial Networks: Learning to Play Chess Differently](https://arxiv.org/abs/1702.06762) 
 * ST-GAN - [ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing](https://arxiv.org/abs/1803.01837) 
-* StackGAN - [StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks](https://arxiv.org/abs/1612.03242v1) 
+* StackGAN - [StackGAN: Text to Photo-realistic Image Synthesis with Stacked Generative Adversarial Networks](https://arxiv.org/abs/1612.03242v1) ([github](https://github.com/hanzhanggit/StackGAN))
+* StainGAN: Stain Style Transfer for Digital Histological Images - [https://arxiv.org/abs/1804.01601](-) ([github](None))
 * StarGAN - [StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation](https://arxiv.org/abs/1711.09020) ([github](https://github.com/yunjey/StarGAN))
 * SteinGAN - [Learning Deep Energy Models: Contrastive Divergence vs. Amortized MLE](https://arxiv.org/abs/1707.00797) 
 * Super-FAN - [Super-FAN: Integrated facial landmark localization and super-resolution of real-world low resolution faces in arbitrary poses with GANs](https://arxiv.org/abs/1712.02765) 

gans.tsv

@@ -292,7 +292,7 @@ Year	Month	Abbr.	Title	Arxiv	Official_Code
 2018	01	GLCA-GAN	Global and Local Consistent Age Generative Adversarial Networks 	https://arxiv.org/abs/1801.08390	-
 2018	01	GeoGAN	Generating Instance Segmentation Annotation by Geometry-guided GAN 	https://arxiv.org/abs/1801.08839 	-
 2018	01	tempoGAN	tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow	https://arxiv.org/abs/1801.09710	-
-2018  02  AmbientGAN AmbientGAN: Generative models from lossy measurements https://openreview.net/forum?id=Hy7fDog0b https://github.com/AshishBora/ambient-gan
+2018	02	AmbientGAN	AmbientGAN: Generative models from lossy measurements	https://openreview.net/forum?id=Hy7fDog0b	https://github.com/AshishBora/ambient-gan
 2018	02	C-GAN 	Face Aging with Contextual Generative Adversarial Nets 	https://arxiv.org/abs/1802.00237 	-
 2018	02	DP-GAN	DP-GAN: Diversity-Promoting Generative Adversarial Network for Generating Informative and Diversified Text 	https://arxiv.org/abs/1802.01345 	-
 2018	02	GC-GAN	Geometry-Contrastive Generative Adversarial Network for Facial Expression Synthesis	https://arxiv.org/abs/1802.01822 	-