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Isak Westerlund proslijedio/la je Tweet
Our intern
@AndrewLampinen,@santoroAI and I already showed this, (https://arxiv.org/abs/1910.00571 ) see also appendix. From ICLR 2020, some discussion of differences would be ideal if you can squeeze it in! Looks like a lot that's complementary inc new methods for exploiting the effect.Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Isak Westerlund proslijedio/la je Tweet
To the left, you see a trained agent playing a level of a game. To the right, you see the same playthrough from an agent-centric perspective: cropped, translated, and rotated with the agent in the center. Which perspective is the best input for the agent? https://arxiv.org/abs/2001.09908 pic.twitter.com/7bCtBp8xUG
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Isak Westerlund proslijedio/la je Tweet
Very excited to share "Learning Discrete Distributions by Dequantization" (https://arxiv.org/abs/2001.11235 ) in collaboration with
@TacoCohen and@jmtomczak, from my internship at@Qualcomm. We explore different methods and distributions for dequantization and reach 3.06 bpd on CIFAR10.pic.twitter.com/IGJa7YV8YG
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Isak Westerlund proslijedio/la je Tweet
This is a nice package for making pyplot animations more intuitive: https://github.com/jwkvam/celluloid/ … All you do is call "camera.snap()" every time you re-do the plot.pic.twitter.com/FYwYkU2KSB
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Isak Westerlund proslijedio/la je Tweet
What unreleased FSD Autopilot sees. Straight from Tesla Autopilot recruiting website.pic.twitter.com/EaI5DzKbYs
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Isak Westerlund proslijedio/la je Tweet
Examining the Benefits of Capsule Neural Networks https://deepai.org/publication/examining-the-benefits-of-capsule-neural-networks … by Arjun Punjabi et al.
#Vector#ConvolutionalNeuralNetworksHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Isak Westerlund proslijedio/la je Tweet
Numerically solving and backpropagating through the wave equationhttps://github.com/fancompute/wavetorch …
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Isak Westerlund proslijedio/la je Tweet
Fun fact: Thinc actually implements all of the practical ideas from my "Let Them Write Code" keynote! 1. Callbacks 2. Function registries 3. Entry points 4. Single-dispatch
Docs: https://thinc.ai
Slides: https://speakerdeck.com/inesmontani/let-them-write-code-keynote-pycon-india-2019 …
Video: https://www.youtube.com/watch?v=Ivb4AAuj5JY …https://twitter.com/jesserobertson/status/1222299935774629888 …Hvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Isak Westerlund proslijedio/la je Tweet
I'm happy to announce our latest work on self-supervised learning for
#speech. PASE+ is based on a multi-task approach useful for#speech recognition. It will be presented at#ICASSP2020. paper: https://arxiv.org/abs/2001.09239 code: https://github.com/santi-pdp/pase @Mila#deeplearning#AIpic.twitter.com/ynWReEHGn4
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Isak Westerlund proslijedio/la je Tweet
Emily Black presenting the very interesting idea of counterfactual fairness: testing the fairness of a black box system by changing the protected characteristic-based distribution (eg female me -> male me) and see how it makes a difference in the outputs.
#FAT2020pic.twitter.com/lDT0Ho7jJy
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Isak Westerlund proslijedio/la je Tweet
Unsupervised Disentanglement of Pose, Appearance and Background from Images and Videos pdf: https://arxiv.org/pdf/2001.09518.pdf … abs: https://arxiv.org/abs/2001.09518 pic.twitter.com/Bb4FA2Q9Bx
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Isak Westerlund proslijedio/la je Tweet
Using OpenAI Gym and PyBullet to train an open-source 3D printed robot https://github.com/nicrusso7/rex-gym …pic.twitter.com/e7P5xzafpc
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Isak Westerlund proslijedio/la je Tweet
Towards a Human-like Open-Domain Chatbot: Near-human level open-domain chatbot is achieved with a Transformer LM with 2.6B parameters. Notably, they showed there's a strong correlation between ppl and human-likeness. https://arxiv.org/abs/2001.09977 pic.twitter.com/cT45Kre3Ur
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Isak Westerlund proslijedio/la je Tweet
Quaternions and Euler angles are discontinuous and difficult for neural networks to learn. They show 3D rotations have continuous representations in 5D and 6D, which are more suitable for learning. i.e. regress two vectors and apply Graham-Schmidt (GS). https://arxiv.org/abs/1812.07035 pic.twitter.com/fXUF3sgkTT
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Isak Westerlund proslijedio/la je Tweet
Short but sweet paper on recurrent autoencoder architectures for speech compression. We systematically explore the space of RNN-AEs and show that the best method, dubbed FRAE, outperforms classical codecs by a large margin. Check it out! https://twitter.com/gsautiere/status/1221502307982094337 …pic.twitter.com/43A7bkWnAc
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Isak Westerlund proslijedio/la je Tweet
Ok folks, *now* I have a WikiArt conditional model released and a repo up! Model here: https://archive.org/details/wikiart-stylegan2-conditional-model … Repo here: https://github.com/pbaylies/stylegan2 … Thanks to
@davidstap@robertluxemburg@Veqtor@theshawwn for their repos and their work in this space!pic.twitter.com/Rhocy8pN4Z
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Isak Westerlund proslijedio/la je Tweet
New paper w
@BDRoads, "Learning as the Unsupervised Alignment of Conceptual Systems". Supervised learning tasks can be solved by purely unsupervised means by exploiting correspondences across systems (e.g., text, images, etc.). 1/5 https://www.nature.com/articles/s42256-019-0132-2 …pic.twitter.com/fbMAeCZSvl
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Isak Westerlund proslijedio/la je Tweet
Our paper titled "Teacher-Student Training for Robust Tacotron-based TTS" is accepted by
#ICASSP2020 for oral presentation.
Such a nice way to start this weekend!
Paper: https://arxiv.org/abs/1911.02839
Speech Samples: https://ttslr.github.io/ICASSP2020/
#nushlt#speechscience#MachineLearningHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi -
Isak Westerlund proslijedio/la je Tweet
Q-learning is difficult to apply when the number of available actions is large. We show that a simple extension based on amortized stochastic search allows Q-learning to scale to high-dimensional discrete, continuous or hybrid action spaces: https://arxiv.org/abs/2001.08116
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Isak Westerlund proslijedio/la je Tweet
AI-driven deep rigging?! What if you could use AI to rig and animate a 2D video of a face?
#ai#deeplearning#deepfakes#vfx credits to tpocomp@ on instapic.twitter.com/EzKtKqVab5Prikaži ovu nitHvala. Twitter će to iskoristiti za poboljšanje vaše vremenske crte. PoništiPoništi
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