Loss function porn

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There are three things you can watch forever: fire, water and descending loss function.
Send your sexy loss functions and beauties of data science to @karfly or @vlivashkin.
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Loss function porn 13 Aug, 13:20
T-shirt to inject junk data into surveillance systems. Stylish tool for peaceful protest against state human tracking.
🔎 adversarialfashion.com
📉 @loss_function_porn
Loss function porn 8 Aug, 11:22
U-GAT-IT: new model for unpaired image-to-image translation. New SOTA in unsupervised image generation (and model naming).
📝 arxiv.org/abs/1907.10830
📉 @loss_function_porn
🔥 78
Loss function porn 29 Jul, 15:00
Architecture GAN: a Generative Stack for Apartment Building Design.
🔎 devblogs.nvidia.com/archigan-generative-stack-apartment-building-design
📉 @loss_function_porn
🏠 109
Loss function porn 23 Jul, 17:46
"Neural Point-Based Graphics" - new paper about realistic neural rendering from our lab (Samsung AI Center, Moscow)! We only use pointclouds as proxy for free-viewpoint rendering and do not reconstruct meshes.
▶️ youtu.be/7s3BYGok7wU
🔎 dmitryulyanov.github.io/neural_point_based_graphics
📝 arxiv.org/abs/1906.08240
📉 @loss_function_porn
🔥 107
Loss function porn 19 Jul, 12:05
GPT-2 code autocompletion trained on ~2M files from GitHub. Supports C++, Python, Java and a lot more.
🔎 tabnine.com/blog/deep
📉 @loss_function_porn
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Loss function porn 18 Jul, 14:38
I'd like to present our new paper with Yandex.Weather! We are pioneers in using a combination of satellite images, radar shots and neural networks for real-time rain forecast. Check out our video for more details!
▶️ youtu.be/9zd3VR-prYU
? yandex.com/weather/nowcast
? arxiv.org/abs/1905.09932
? @loss_function_porn
Loss function porn 6 Jul, 13:10
Research scientists at Udacity generate video lectures just from audio clips.
🔎 arxiv.org/abs/1907.02253
📉 @loss_function_porn
👩🏻‍🏫 120
Loss function porn 4 Jul, 17:16
Human to cat translation with GANimorph (ECCV 2018). Several improvements of CycleGAN allow changing not only texture but even shape.
? arxiv.org/abs/1808.04325
? @loss_function_porn
Loss function porn 27 Jun, 09:26
DeepNude: making people nude with NN. It was just a matter of time when such an app will appear.
🔎 www.deepnude.com
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Loss function porn 26 Jun, 13:43
GauGAN demo!
? nvlabs.github.io/SPADE/demo.html
? @loss_function_porn
Loss function porn 26 Jun, 09:39
DeepView: generate new views having sparse set of input images from different viewpoints
🔎 arxiv.org/abs/1906.07316
📉 @loss_function_porn
🔥 118
Loss function porn 18 Jun, 00:57
Neural Rendering in the Wild:
1. Take ~3K Internet photos
2. Retrieve 3D point cloud from photos using any structure from motion algorithm
3. Enjoy realistic free-point-of-view video, rerendered by NN
? arxiv.org/abs/1904.04290
? @loss_function_porn
Loss function porn 15 Jun, 23:09
CVPR is coming! Here's a hot submission on speech-to-gesture prediction. Does it have an Italian mode?
▶️ youtu.be/xzTE5sobpFY
? people.eecs.berkeley.edu/~shiry/projects/speech2gesture
? @loss_function_porn
Loss function porn 6 Jun, 11:10
Turning Mona Lisa's face using StyleGAN.
? @pbaylies (twitter)
? @loss_function_porn
Loss function porn 30 May, 11:35
Novel Sparse Transformer is able to maintain a much larger context with unlearnable sparse connectivities. Looks like we are about to have a breakthrough in generation of music and text!
🔎 openai.com/blog/sparse-transformer
📉 @loss_function_porn
Loss function porn 29 May, 20:13
And again paper from our lab (Samsung AI Center, Moscow). Neural free-viewpoint rendering of human avatars. Accepted to CVPR'19.
🔎 saic-violet.github.io/texturedavatar
📝 arxiv.org/abs/1905.08776
📉 @loss_function_porn
🔥 107
Loss function porn 28 May, 10:46
The model in the center is 100% computer rendered Instagram model. #nolearning
🔎 instagram.com/imma.gram
👤 @hackermaderas (twitter)
📉 @loss_function_porn
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Loss function porn 26 May, 15:08
Face reconstruction from short audio recording.
📝 arxiv.org/abs/1905.09773v1
📉 @loss_function_porn
🗣 133
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Loss function porn 24 May, 10:41
Predicting depth of moving people captured with moving cameras. Trained on YouTube Mannequin Challenge videos.
📝 arxiv.org/abs/1904.11111
📉 @loss_function_porn
🎥 65
Loss function porn 22 May, 10:59
"One more paper from our lab. Authors animate talking heads with facial landmarks using only few shots of target person (or even 1 shot). Revive Dostоevsky!"
🔎 youtu.be/p1b5aiTrGzY
🔎 arxiv.org/abs/1905.08233
📉 @loss_function_porn
👍 215