言葉's repositories
buildpacks
Builders and buildpacks designed to run on Google Cloud's container platforms
data-science-stack
NVIDIA Data Science stack tools
DoodlerGAN
AI models that can doodle/sketch
fonts
:abc: A collection of 100% actually free open source fonts!
LaMCTS
The code for arXiv paper Learning Search Space Partition for Black-box Optimization using Monte Carlo Tree Search
meta_seq2seq
Compositional generalization through meta sequence-to-sequence learning
motion_imitation
Code accompanying the paper "Learning Agile Robotic Locomotion Skills by Imitating Animals"
noisystudent
Code for the paper "Self-training with Noisy Student improves ImageNet classification"
Pandas_100_knocks
This is a content file for "Pandas 100 Knocks".
Permutation-Equivariant-Seq2Seq
Humans understand novel sentences by composing meanings and roles of core language components. In contrast, neural network models for natural language modeling fail when such compositional generalization is required. The main contribution of this paper is to hypothesize that language compositionality is a form of group-equivariance. Based on this hypothesis, we propose a set of tools for constructing equivariant sequence-to-sequence models. Throughout a variety of experiments on the SCAN tasks, we analyze the behavior of existing models under the lens of equivariance, and demonstrate that our equivariant architecture is able to achieve the type compositional generalization required in human language understanding.
phalpine
phalconphp framework minimum docker image.
SimpleHTTPServerWithUpload
Simple HTTP Server With Upload written in Python 3
skywater-pdk
Open source process design kit for usage with SkyWater Technology Foundry's 130nm node.
stylegan2-ada
StyleGAN2 with adaptive discriminator augmentation (ADA) - Official TensorFlow implementation
text-to-text-transfer-transformer
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
wsd-biencoders
Experiment code for the ACL 2020 paper "Moving Down the Long Tail of Word Sense Disambiguation with Gloss Informed Bi-encoders".