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Train Hard, Fight Easy: Robust Meta Reinforcement Learning
A significant challenge in extending this success to mass production is the variation between instances of the problem, e.g.,
ProteinInvBench: Benchmarking Protein Inverse Folding on Diverse Tasks, Models, and Metrics
Protein inverse folding has attracted increasing attention in recent years.
Nearly Optimal Bounds for Cyclic Forgetting
One challenge of continual learning is "catastrophic forgetting" [Had+20; VT19; Kem+18]: A model However, if contexts similar to A arise repeatedly, this may be undesirable.. In machine learning, many data sets display cyclic or periodic patterns.
Electronic artist and YouTuber Look Mum No Computer to represent UK at Eurovision
Electronic music artist and tech creator Look Mum No Computer has been chosen to represent the UK at this year's Eurovision Song Contest in Vienna, the BBC has announced. Look Mum No Computer is a solo artist, songwriter and YouTuber, who is also described as an inventor of unique musical machines. The singer first arrived on the music scene back in 2014 as Sam Battle, frontman of indie rock band Zibra. The group performed at Glastonbury in 2015 for BBC Introducing. Since then, he has been performing and recording under his solo name.
SEEDS: Exponential SDE Solvers for Fast High-Quality Sampling from Diffusion Models Martin Gonzalez
SEEDS outperform or are competitive with previous SDE solvers.
EvaluatingSelf-SupervisedLearningfor MolecularGraphEmbeddings
This broad applicability complicates their evaluation.