A Quote by Fei-Fei Li

The paradigm shift of the ImageNet thinking is that while a lot of people are paying attention to models, let's pay attention to data. Data will redefine how we think about models.
Simple models and a lot of data trump more elaborate models based on less data.
Big data will never give you big ideas... Big data doesn't facilitate big leaps of the imagination. It will never conjure up a PC revolution or any kind of paradigm shift. And while it might tell you what to aim for, it can't tell you how to get there
Machine learning is looking for patterns in data. If you start with racist data, you will end up with even more racist models. This is a real problem.
The bigger a data set that you have, the more polls, the more surveys that you have that people undertake, the more accurate your models are going to be. That's just a fact of data science.
What's interesting to me is the fact that creatively, I can do anything now and people will pay attention, and if I suck, hopefully they will stop paying attention very quickly, but if I'm good, then I have my foot in the door, and people have paid attention, and I did a good job, and people are like, 'Oh, wow!'
The only basis for even talking about global warming is the predictions spewed out by computer models. The only quote/unquote "evidence" of global warming is what models are predicting the climate and the weather will be in the next 50 to 100 years. Now, what those models spit out is only as good as the data that's put in, and it's an absolute joke. In terms of science, it's a total joke. There is no warming, global or otherwise!
From the simplest lyric to the most complex novel and densest drama, literature is asking us to pay attention. Pay attention to the frog. Pay attention to the west wind. Pay attention to the boy on the raft, the lady in the tower, the old man on the train. In sum, pay attention to the world and all that dwells therein and thereby learn at last to pay attention to yourself and all that dwells therein.
In order to have a hope of creating better answers, we need to deeply understand the logic of the opposing answers. That means thinking about how we think about both models - not just do we like one versus the other. Rather we have to ask: How do I think each model produces the results that it does? Metacognition, thinking about thinking, builds up our capacity to do that and to play with opposing ideas - and new models - in real time.
To discover what you really believe, pay attention to the way you act -- and to what you do when things don't go the way you think they should. Pay attention to what you value. Pay attention to how and on what you spend your time. Your money. And pay attention to the way you eat.
When you think about it, attention-deficit order makes a lot of sense. In this country there isn't a lot worth paying attention to.
I think of this a lot in the terms of books. Of course there's a big to-do culturally about e-books versus print books, sales models. The paradigm has changed but my perspective on it is that there's not going to be another paradigm to alight on because everything will continue to evolve so quickly that our brains won't be able to keep up with it.
I never, ever pay attention to the ratings. I stopped paying attention to the ratings somewhere around season two or three of 'Grey's.' It's something I have no control over, so I don't even pay attention.
I never, ever pay attention to the ratings. I stopped paying attention to the ratings somewhere around season two or three of Grey's. It's something I have no control over, so I don't even pay attention.
I will talk about two sets of things. One is how productivity and collaboration are reinventing the nature of work, and how this will be very important for the global economy. And two, data. In other words, the profound impact of digital technology that stems from data and the data feedback loop.
I think the business of writing a great deal of it is the business of paying attention to your characters, to the world they live in, to the story you have to tell, but just a kind of deep attention and out of that if you pay attention properly the story will tell you what it needs.
After a while, you just want transportation, and things like cool cars or motorcycles are all about getting attention. I get all the attention I could ever need, so I kind of like being in a minivan and people not paying so much attention to me.
This site uses cookies to ensure you get the best experience. More info...
Got it!