draconicmoniker t1_j5v76ho wrote on January 25, 2023 at 8:10 PM

Reply to [D] Self-Supervised Contrastive Approaches that don’t use large batch size. by shingekichan1996

Non-contrastive approaches e.g. SWaV can handle lower batch sizes https://arxiv.org/abs/2006.09882

draconicmoniker t1_izedob5 wrote on December 8, 2022 at 2:28 PM

Reply to [D] We're the Meta AI research team behind CICERO, the first AI agent to achieve human-level performance in the game Diplomacy. We’ll be answering your questions on December 8th starting at 10am PT. Ask us anything! by MetaAI_Official

Is there a way to log, locate or visualize the contents or knowledge of the neural network at the moment when deception is happening? As the first system to reliably demonstrate AI that can deceive, it would be very informative to build more tools around how to search for and detect it in general.

draconicmoniker t1_ish3n4m wrote on October 15, 2022 at 11:02 PM

Reply to [D]Use SimCLR as pretraining for image segmentation by Hulord

You may want to check out pip install self-supervised https://github.com/KeremTurgutlu/self_supervised which benchmarks several selfsupervised methods, here's a SimCLR tutorial https://keremturgutlu.github.io/self_supervised/01%20-%20training_simclr_iwang.html