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Building a dockerized classifier for detecting dysplastic colon glands while guiding it's attention blocks by provided regions of interest. The attention block can be a soft attention in case of a CNN-based network and a self-attention in case of a ViT-based network ⚡.
We implemented QANet from scratch and improved baseline BiDAF. We also used an ensemble of BiDAF and QANet models to achieve EM/F1 of 69.47/71.96, ranking #3 on the leaderboard as of Mar 4, 2022.
This repository provides a PyTorch implementation of SAGAN cited by heykeetae/Self-Attention-GAN. This repository provide an efficient method to generate large resolution images and attention weights visualisation using tensorboard platform. Tensorboard is a robust platform to monitor generated images and learning weights in computer vision lear…
La pensée critique, c'est évaluer selon des critères pour porter un jugement. « La pensée critique est un processus qui consiste à examiner des idées ou des situations pour arriver à bien les comprendre, à en déterminer les implications ou les conséquences et à porter un jugement ou à éclairer une décision
Subjectivity removal and Polarity classification of movie reviews employing a shallow model (Multinomial Naive Bayes) and a deep model (Bidirectional LSTM with self-attention)