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@@ -340,7 +340,7 @@ Details of the recognition model used in the CVAE baseline. We show the layer wi
 
 <table><tr><td>Layer</td><td>Type</td><td>Size</td><td>Activation</td><td>Input</td><td>Output</td></tr><tr><td>In1</td><td>Input</td><td></td><td></td><td>x,y</td><td>ConV1,1</td></tr><tr><td>ConV1,1</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>In1</td><td>ConV1,2</td></tr><tr><td>ConV1,2</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>ConV1,1</td><td>MaxPool1</td></tr><tr><td>MaxPool1</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV1,2</td><td>ConV2,1</td></tr><tr><td>ConV2,1</td><td>Conv2D</td><td>256</td><td>ReLU</td><td>MaxPool1</td><td>ConV2,2</td></tr><tr><td>ConV2,2</td><td>Conv2D</td><td>256</td><td>ReLU</td><td>ConV2,1</td><td>MaxPool2</td></tr><tr><td>MaxPool2</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV2,2</td><td>Conv3,1</td></tr><tr><td>ConV3,1</td><td>Conv2D</td><td>512</td><td>ReLU</td><td>MaxPool2</td><td>MaxPool2</td></tr><tr><td>MaxPool3</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV3,1</td><td>ConV4,1</td></tr><tr><td>ConV4,1</td><td>Conv2D</td><td>512</td><td>ReLU</td><td>MaxPool3</td><td>MaxPool4</td></tr><tr><td>MaxPool4</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV4,1</td><td>Flatten</td></tr><tr><td>Flatten</td><td></td><td></td><td></td><td>MaxPool4</td><td>Dense1</td></tr><tr><td>Dense1</td><td>Fully Connected</td><td>1024</td><td>ReLU</td><td>Flatten</td><td>Dense2</td></tr><tr><td>Dense2</td><td>Fully Connected</td><td>1024</td><td>ReLU</td><td>Dense1</td><td>Out</td></tr><tr><td>Out</td><td>Fully Connected</td><td>1</td><td></td><td>Dense2</td><td></td></tr></table>
 
-Table 9: Details our discriminator model. The final output Out provides the synthetic likelihoods  D(x,ˆy)1−D(x,ˆy) 
.
+Table 9: Details our discriminator model. The final output Out provides the synthetic likelihoods  D(x,ˆy)1−D(x,ˆy) 
.
 
 <table><tr><td>Layer</td><td>Type</td><td>Size</td><td>Activation</td><td>Input</td><td>Output</td></tr><tr><td>In1</td><td>Input</td><td></td><td></td><td>x,y</td><td>ConV1,1</td></tr><tr><td>ConV1,1</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>In1</td><td>ConV1,2</td></tr><tr><td>ConV1,2</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>ConV1,1</td><td>MaxPool1</td></tr><tr><td>MaxPool1</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV1,2</td><td>ConV2,1</td></tr><tr><td>Conv2,1</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>MaxPool1</td><td>ConV2,2</td></tr><tr><td>ConV2,2</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>ConV2,1</td><td>MaxPool2</td></tr><tr><td>MaxPool2</td><td>Max Pooling</td><td>2×2</td><td></td><td>ConV2,2</td><td>ConV3,1</td></tr><tr><td>ConV3,1</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>MaxPool2</td><td>ConV4,1</td></tr><tr><td>ConV4,1</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>ConV3,1</td><td>UpSamp1</td></tr><tr><td>UpSamp1</td><td>Up Sampling</td><td>2×2</td><td></td><td>ConV4,1</td><td>ConV5,1</td></tr><tr><td>ConV5,1 UpSamp2</td><td>Conv2D</td><td>128</td><td>ReLU</td><td>UpSamp1</td><td>UpSamp2</td></tr><tr><td></td><td>Up Sampling</td><td>2×2</td><td></td><td>ConV3,2</td><td>ConV4,1</td></tr><tr><td>ConV6,1</td><td>Conv2D</td><td>32</td><td></td><td>UpSamp2</td><td>21</td></tr><tr><td>ConV6,2</td><td>Conv2D</td><td>32</td><td></td><td>UpSamp2</td><td>2</td></tr><tr><td>ConV6,3</td><td>Conv2D</td><td>32</td><td></td><td>UpSamp2</td><td>23</td></tr></table>