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Rubén Gijón

Univ. Santiago de Compostela

Predoctoral researcher at Universidade de Santiago de Compostela.

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#pytorch

Content tagged with "pytorch"

🧠 Diffusion Models Implementation
#deep learning #diffusion models #PyTorch

Implementation of the Denoising Diffusion Models paper on CIFAR-10, using a pretrained U-Net and sinusoidal time embeddings.

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⏹️ Pytorch EarlyStopping
#PyTorch #deep learning #python

A lightweight and flexible early stopping utility for PyTorch training loops, inspired by the Keras/TensorFlow EarlyStopping callback.

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🤖 Transformer Implementation
#transformers #deep learning #PyTorch

Implementation of transformer encoder-decoder model based on the Attention is all you need paper.

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🎧 Audio Model Distillation for Hearing Aids
#audio #deep learning #PyTorch #model distillation

Miniaturizing Acoustic Scene Classification from 864 MFLOPs to 1.6 MFLOPs using Knowledge Distillation and Depthwise Convolutions.

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