Data Science / Machine Learning / AI / Big Data (VK)

Deep Learning of Conjugate Mappings
Bramburger et al.: https://arxiv.org/abs/2104.01874
#DeepLearning #DynamicalSystems #MachineLearning

 Data Science / Machine Learning / AI / Big Data (VK)

ECAPA-TDNN Embeddings for Speaker Diarization
Dawalatabad et al.: https://arxiv.org/abs/2104.01466
#ArtificialIntelligence #DeepLearning #SpeechProcessing

 Data Science / Machine Learning / AI / Big Data (VK)

SiT: Self-supervised vIsion Transformer
Atito et al.: https://arxiv.org/abs/2104.03602
#ArtificialIntelligence #DeepLearning #Transformers

 Data Science / Machine Learning / AI / Big Data (VK)

GrASP: A Library for Extracting and Exploring Human-Interpretable Textual Patterns
Lertvittayakumjorn et al.: https://arxiv.org/abs/2104.03958
#ArtificialIntelligence #DeepLearning #MachineLearning

 Data Science / Machine Learning / AI / Big Data (VK)

Action-Conditioned 3D Human Motion Synthesis with Transformer VAE
Petrovich et al.: https://arxiv.org/abs/2104.05670
#DeepLearning #VariationalAutoencoder #VAE

 Data Science / Machine Learning / AI / Big Data (VK)

MobileStyleGAN: A Lightweight Convolutional Neural Network for High-Fidelity Image Synthesis
Sergei Belousov: https://arxiv.org/abs/2104.04767
#DeepLearning #GenerativeAdversarialNetworks #GAN

 Data Science / Machine Learning / AI / Big Data (VK)

Papers with Datasets
A new way to keep up with the latest machine learning datasets: https://paperswithcode.com/datasets
#ArtificialIntelligence #Datasets #DeepLearning

 Data Science / Machine Learning / AI / Big Data (VK)

Generating Datasets with Pretrained Language Models
Timo Schick, Hinrich Schütze : https://arxiv.org/abs/2104.07540
#Datasets #DeepLearning #LanguageModels

 Data Science / Machine Learning / AI / Big Data (VK)

GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds
Hao et al.: https://arxiv.org/abs/2104.07659
#DeepLearning #GenerativeAdversarialNetworks #UnsupervisedLearning

 Data Science / Machine Learning / AI / Big Data (VK)

Vision Transformers for Dense Prediction
Ranftl et al.: https://arxiv.org/abs/2103.13413
#ArtificialIntelligence #DeepLearning #Transformers

 Data Science / Machine Learning / AI / Big Data (VK)

VideoGPT: Video Generation using VQ-VAE and Transformers
Yan et al.: https://arxiv.org/abs/2104.10157
#DeepLearning #VAE #Transformers

 Data Science / Machine Learning / AI / Big Data (VK)

The NLP Cookbook: Modern Recipes for Transformer based Deep Learning Architectures
Sushant Singh, Ausif Mahmood: https://arxiv.org/abs/2104.10640
#NLP #Transformer #DeepLearning

 Data Science / Machine Learning / AI / Big Data (VK)

InfinityGAN: Towards Infinite-Resolution Image Synthesis
Lin et al.: https://arxiv.org/abs/2104.03963
#ArtificialIntelligence #DeepLearning #GenerativeAdversarialNetworks

 Data Science / Machine Learning / AI / Big Data (VK)

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case
Natalia Díaz Rodríguez et al.: https://arxiv.org/abs/2104.11914
#NeuralSymbolic #DeepLearning #SymbolicAI

 Data Science / Machine Learning / AI / Big Data (VK)

EXplainable Neural-Symbolic Learning (X-NeSyL) methodology to fuse deep learning representations with expert knowledge graphs: the MonuMAI cultural heritage use case
Natalia Díaz Rodríguez et al.: https://arxiv.org/abs/2104.11914
#NeuralSymbolic #DeepLearning #SymbolicAI

 Data Science / Machine Learning / AI / Big Data (VK)

Zero-Shot Detection via Vision and Language Knowledge Distillation
Gu et al.: https://arxiv.org/abs/2104.13921
#ArtificialIntelligence #DeepLearning #MachineLearning

 Data Science / Machine Learning / AI / Big Data (VK)

Total Relighting: Learning to Relight Portraits for Background Replacement
Pandey et al.: https://augmentedperception.github.io/total_relighting/
#ArtificialIntelligence #DeepLearning #MachineLearning

 Data Science / Machine Learning / AI / Big Data (VK)

Generative Adversarial Transformers
Drew A. Hudson, C. Lawrence Zitnick: https://arxiv.org/abs/2103.01209
#DeepLearning #GenerativeAdversarialNetworks #Transformers

 Data Science / Machine Learning / AI / Big Data (VK)

CoCon: Cooperative-Contrastive Learning
Rai et al.: https://arxiv.org/abs/2104.14764
#ArtificialIntelligence #ContrastiveLearning #DeepLearning