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: https://t.co/ntcqPxPgm7
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:
https://t.co/1SbbiYulsy
@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.
😭😭😭😭
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:
https://t.co/sR0glSzzCu
Prof. Claudia de Rahm's theory of 'Massive Gravity' to explain Dark Energy is getting a lot of press as of late.
So let's dig into it. (thread: 1/n)
https://t.co/EPZnTsif8G
At #RSAC Launch Pad at RSAC 2019, a panel of leading venture capitalists will listen to pitches from startups competing for a chance to secure funding and expedite growth. Learn about the 3 finalists, @_NuID, @SphericalAI and @styrainc, who made the cut: https://t.co/RStGUl8J5V
"Watching the world champion get beaten (4–1), woke up an entire nation to the idea that AI is finally intelligent enough to compete at human level task"... check out Research Engineers @akbirkhan's latest blog
Check out our first blog about how #AI learns to understand language. Written by one of our research engineers, @akbirkhan :https://t.co/p7DPZ9Mnid
#MachineLeaning#nlp
The Fourier Recurrent Unit - new RNN using Fourier coefficients:
1) Trig functions = great global support,
2) Fourier Basis = easy exponential calc
FRU also has no exploding/vanishing grad. Long time dependices encoded in diff frequencies!
#icml#icml2018
'Visualising and Understanding Atari Agent' - using perturbation based saliency to help visualise agents intentions/value functions.
E.g Space invaders: agent firstly learns to survive then maximise points.
#icml2018#icml#rl
GANs can be used to automatically design dental crowns, that are then actually manufactured and used in the physical world. Crowns need to be made specifically for each patient and need to fit correctly with the other teeth and support biting and chewing. https://t.co/ov2sQvQTjL