Spherical Defense (@SphericalAI) profile picture

Security using Deep Learning

San Francisco, CA
Joined March 2017
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Spherical Defense retweeted
Congratulations to @Cambridge_CL @AFAR_Cambridge MPhil alumnus @akbirkhan for persevering and getting his paper *Multi-dimensional Affect in Poetry (POCA) Dataset: Acquisition, Annotation and Baseline Results* accepted ACII'21 @acii_conf! Preprint: repository.cam.ac.uk/handle/…
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Spherical Defense retweeted
Super excited to be awarded runner-up best paper at #BuildSys20 for our paper SMITE. It's a real honour! dl.acm.org/doi/10.1145/34083…
Very excited to be presenting our paper SMITE where we detect the thermal efficiency of buildings using only smart-meter readings at #BuildSys 2020! dl.acm.org/doi/abs/10.1145/3… #BuildSys2020
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Spherical Defense retweeted
Now we're back to #Kanye2020, here's why we should all be more like Ye (and some other lessons): akbir.dev/post/lessons-from-…
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The API market is set to grow at 20% for the next decade, and with this we'll need new **comprehensive** security. Check out our latest blog on API security at: medium.com/@contact_5016/lea…
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Spherical Defense retweeted
Replying to @PyTorch
@PyTorch optimisers with memory (Adam) use a _buffer which on init is assigned to a device. Unlike every other tensor, this doesn't have public methods for device re-assignment. So even with the new zip save (1.4.0), you can never save/resume training completely. 😭😭😭😭
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Spherical Defense retweeted
I've written a new #machinelearning blog post on the choice of feature amounts in convolutional neural networks. It's the start of a series aimed to challenge common DL assumptions, so I hope that it's both sufficiently insightful and still provocative: martin-mundt.com/rethinking-…
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what if the people at IBM are right and the real quantum supremacy is the friends we made along the way?
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Testing is the important and difficult in machine learning! Here are our tips:
Nobody teachers you how to test Deep Learning in Academia. I wrote some tips on how to, in this blog: medium.com/@akbirk/how-to-te…
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