DRWR A Differentiable Renderer without Rendering for Unsupervised 3D Structure Learning from Silhouette Images

supervision only from silouette image

• intuition: points should be inside and fill the silouette
  • two losses: a smooth binary loss(avoid local minima) and a pairwise loss