2. SFT layers can be easily introduced to existing SR network structures.可移植性强 3. It is extensible. While we considercategorical priorin our study, other priors such as depth maps can also be applied using the proposed SFT layer. 可拓展性...
We have explored the use of semantic segmentation maps as categorical prior for constraining the plausible solution space in SR. A novel Spatial Feature Transform (SFT) layer has been proposed to efficiently incorporate the categorical conditions into a CNN-based SR network. Thanks to the SFT laye...
A Spatial Feature Transform (SFT) layer has been proposed to efficiently incorporate the categorical conditions into a CNN network. There is a fantastic blog explaining the widely-used feature modulation operation distill - Feature-wise transformations. Semantic Categorical Prior We have explored the use...
Changed the layer of the Default AR Plane in samples so that it no longer blocks input. We changed the names of a few classes and provided automatic API updaters for them to help with the transition. PolySpatialHoverEffect is now VisionOSHoverEffect PolySpatialGroundingShadow is now VisionOS...
MPSRnnMatrixTrainingLayer MPSRnnMatrixTrainingState MPSRnnRecurrentImageState MPSRnnRecurrentMatrixState MPSRnnSequenceDirection MPSRnnSingleGateDescriptor MPSScaleTransform MPSSize MPSState MPSStateBatch MPSStateResourceList MPSStateResourceType MPSStateTextureInfo MPSTemporaryImage MPSTemporaryMatrix MPSTemporaryVecto...
MPSRnnMatrixTrainingLayer MPSRnnMatrixTrainingState MPSRnnRecurrentImageState MPSRnnRecurrentMatrixState MPSRnnSequenceDirection MPSRnnSingleGateDescriptor MPSScaleTransform MPSSize MPSState MPSStateBatch MPSStateResourceList MPSStateResourceType MPSStateTextureInfo MPSTemporaryImage MPSTemporaryMatrix MPSTemporaryVecto...
在SFT网络中SFT layer针对该condition进行处理得到对应的scale和shift对feature map进行transform。所以网络最后能够针对不同类别的语义学到相应的处理,也就可以通过语义分割mask引导网络的处理。
MPSRnnMatrixTrainingLayer MPSRnnMatrixTrainingState MPSRnnRecurrentImageState MPSRnnRecurrentMatrixState MPSRnnSequenceDirection MPSRnnSingleGateDescriptor MPSScaleTransform MPSSize MPSState MPSStateBatch MPSStateResourceList MPSStateResourceType MPSStateTextureInfo MPSTemporaryImage MPSTemporaryMatrix MPSTemporaryVecto...
MPSRnnMatrixTrainingLayer MPSRnnMatrixTrainingState MPSRnnRecurrentImageState MPSRnnRecurrentMatrixState MPSRnnSequenceDirection MPSRnnSingleGateDescriptor MPSScaleTransform MPSSize MPSState MPSStateBatch MPSStateResourceList MPSStateResourceType MPSStateTextureInfo MPSTemporaryImage MPSTemporaryMatrix MPSTemporaryVecto...
MPSRnnMatrixTrainingLayer MPSRnnMatrixTrainingState MPSRnnRecurrentImageState MPSRnnRecurrentMatrixState MPSRnnSequenceDirection MPSRnnSingleGateDescriptor MPSScaleTransform MPSSize MPSState MPSStateBatch MPSStateResourceList MPSStateResourceType MPSStateTextureInfo MPSTemporaryImage MPSTemporaryMatrix MPSTemporaryVecto...