[1/2] #ICLR2024 Vision-language models still struggle with open-domain visual concepts, while finetuning without proper regularization tends to overfit. We introduce OGEN to improve OOD GENeralization of finetuned models by synthesizing OOD features and adaptive self-distillation
New work on Geometric Capsules: Learning to group 3D points into parts & parts into the whole object in unsupervised way. Each capsule represents a visual entity consisting of a pose & feature representing "where" & ''what'' it is.
arxiv.org/abs/1912.03310
w/t @nitishsr & @Hanlin