Selfie: Self-supervised Pretraining for Image Embedding
Trinh et al.: https://arxiv.org/abs/1906.02940
#ArtificialIntelligence #MachineLearning #SelfSupervised
Trinh et al.: https://arxiv.org/abs/1906.02940
#ArtificialIntelligence #MachineLearning #SelfSupervised
arXiv.org
Selfie: Self-supervised Pretraining for Image Embedding
We introduce a pretraining technique called Selfie, which stands for SELFie supervised Image Embedding. Selfie generalizes the concept of masked language modeling of BERT (Devlin et al., 2019) to...
Shaping Belief States with Generative Environment Models for RL
Gregor et al.: https://arxiv.org/abs/1906.09237v2
#RL #SelfSupervised #GenerativeWorldModels #BeliefStates
Gregor et al.: https://arxiv.org/abs/1906.09237v2
#RL #SelfSupervised #GenerativeWorldModels #BeliefStates
arXiv.org
Shaping Belief States with Generative Environment Models for RL
When agents interact with a complex environment, they must form and maintain
beliefs about the relevant aspects of that environment. We propose a way to
efficiently train expressive generative...
beliefs about the relevant aspects of that environment. We propose a way to
efficiently train expressive generative...