“Despite the simplicity of the approach, we were surprised to find that the method was able to substantially outperform a number of existing approaches on popular few-shot image classification benchmarks, Omniglot and MiniImageNet2, including existing approaches that were much more complex or domain…”— Chelsea Finn, bair.berkeley.eduTagged: Dumb But Right Enough, Machine Learning, Tranning Models
“A key aspect of intelligence is versatility – the capability of doing many different things. Current AI systems excel at mastering a single skill, such as Go, Jeopardy, or even helicopter aerobatics. But, when you instead ask an AI system to do a variety of seemingly simple problems, it will struggl…”— Chelsea Finn, bair.berkeley.eduTagged: Artificial intelligence, Learning Complexity