Reviews: CNN {2}: Viewpoint Generalization via a Binocular Vision

Neural Information Processing Systems 

Originality: To my knowledge, the motivation for such dual-pathway design is not new. But the particular design of this paper, CM polling in particular, is definitely novel. Quality: I think the evaluation of this work is quite thorough, but missing some important items. It seems that using CM pooling in vanilla CNNs is not not shown in the paper. This makes it less clear if the this pooling actually improves the performance of vanilla CNNs. 2. Missing Vanilla CNN tuning details.