The time-causal and time-recursive scale-space representation is obtained by filtering any 1-D signal with the time-causal limit kernel, and provides a way to define a multi-scale analysis for signals, for which the future cannot be accessed and additionally the computations should be strictly time-recursive, in order to not require any complementary memory of the past beyond the temporal scale-space representation itself.

This Uses similar blocks as of adapters but changes the way adapter activation works by adding a novel Activation function to it . This allows ConGater block to manually control the activation of the gates which results in continuous controll of any desired attributes inside the model.

ConGater

Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters

time-caus-scsp

A time-causal and time-recursive scale-covariant scale-space representation of temporal signals and past time

A method that randomly mask out all features coming from a specific sensor in multi-sensor models for Earth observation. Depending on the fusion strategy, the mask out can be done at the input, feature or decision level.

Source	A time-causal and time-recursive scale-covariant scale-space representation of temporal signals and past time
Year
Data Source	Papers with Code archive (CC BY-SA)