Deflation
Deflation
**Deflation** is a video-to-image operation to transform a video network into a network that can ingest a single image. In the two types of video networks considered in the original paper, this deflation corresponds to the following operations: for [3D convolutional based networks](https://paperswithcode.com/method/3d-convolution), summing the 3D spatio-temporal filters over the temporal dimension to obtain 2D filters; for TSM networks,, turning off the channel shifting which results in a standard [residual architecture](https://paperswithcode.com/method/resnet) (ResNet50) for images.
Self-Supervised MultiModal Versatile Networks
https://paperswithcode.com/paper/self-supervised-multimodal-versatile-networks
Self-Supervised MultiModal Versatile Networks