visualsearchsv

4 ms·

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by visualsearchsv 11y ago
""" We'll only start making real progress in curing these kinds of illnesses when we form a deep understanding of whatever is going on in that very large component that we already know is not purely genetic. ""
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by visualsearchsv 11y ago
The second article is undoubtedly flawed in several aspects, that's why I put clifton et. al. first, which I think lays out the case for studying non-formal models. Regarding """This also, however, ignores the fact that
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by visualsearchsv 11y ago
I wish that NYTimes would differentiate between Individual indian States. Individual states have significant autonomy and depending upon the government elected can range from moderate to leftist. Largest indian states have populations simil
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by visualsearchsv 11y ago
This data is available through Agency for Healthcare Research & Quality HCUP project. Getting access to it is straightforward if you are affiliated with a teaching hospital and/or a university. There might even be some researcher a
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by visualsearchsv 11y ago
We do something similar. We precompute/aggregate exhaustively by following certain aggregation strategies. The aggregated statistics are further processed to ensure privacy. Differential Privacy cannot be directly applied since the und
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by visualsearchsv 11y ago
Hi zo1, its perfectly legal, in fact the entire program (HCUP) is carried out by the US federal government agency itself (Agency for Healthcare Quality and Research) for last two decades. We have only made the system available internally to
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by visualsearchsv 11y ago
Thanks, Alex. I agree that such system should be global / non-profit & free. We have also studied privacy issues surround such system in detail. A large motivation is that regardless of the privacy preserving technique employed th
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by visualsearchsv 11y ago
Large Scale Medical Data Mining research, similar to OpenAI. Specifically Computational Healthcare a Search and Aggregation Engine for Medical Records & Claims. We believe that this is a classic Software eating the world situation and t
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by visualsearchsv 11y ago
Yes, being able to compute quickly is especially important in reducing query latency, much more so than during indexing. What stood out for me in the paper was that out of box performance of VGG (trained on imagenet alone) was as good as fi
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by visualsearchsv 11y ago
According to their KDD paper, they showed modified / trained alexnet performing as good as VGG with significantly less computation time. Not sure what they actually use in practice. http://www.kevinjing.com/visual_searc
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by visualsearchsv 11y ago
Inspired by the Pinterest paper at KDD on implementing Visual Search, I have created this barebones but functional implementation of a Visual Search server using ~450,000 Female Fashion images crawled from an image aggregation website. The
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Show HN: Visual Search using features extracted from Tensor Flow inception model(github.com)
75 points by visualsearchsv 11y ago|8 comments