-
Temporal Straightening for Latent Planning in Control Theory Language
A revision on control theory basics and insight from temporal straightening paper
-
Compression via denoising
Attention-like operator derived for solving GMM denoising problem
-
Optimization from basics to ISTA
Deep learning architecture emerge from unrolling optimization step for solving LASSO
-
What to learn and introduction to problems solvable by analytical approach
Idealistic models that inspire deep network structures