attention-visualization

hila-chefer/Transformer-Explainability

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

eagle705/pytorch-bert-crf-ner

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

jiesutd/Text-Attention-Heatmap-Visualization

Plot the vector graph of attention based text visualisation

cbaziotis/neat-vision

Neat (Neural Attention) Vision, is a visualization tool for the attention mechanisms of deep-learning models for Natural Language Processing (NLP) tasks. (framework-agnostic)

minqi/hnatt

Train and visualize Hierarchical Attention Networks

catherinesyeh/attention-viz

Visualizing query-key interactions in language + vision transformers (VIS 2023)

uzaymacar/comparatively-finetuning-bert

Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

zhaocq-nlp/Attention-Visualization

Visualization for simple attention and Google's multi-head attention.

AIprogrammer/Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

0aqz0/pytorch-attention-mechanism

my codes for learning attention mechanism

ahmdtaha/constrained_attention_filter

(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks

shreydesai/attention-viz

Lightweight visualization tool for neural attention mechanisms

manhph2211/Self-Supervised-Distillation

Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO :smiley:

Skumarr53/Image-Caption-Generation-using-Fastai

Implemented image caption generation method propossed in Show, Attend, and Tell paper using the Fastai framework to describe the content of images. Achieved 24 BLEU score for Beam search size of 5. Designed a Web application for model deployment using the Flask framework.

mjDelta/attention-mechanism-keras

attention mechanism in keras, like Dense and RNN...

zer0int/CLIP-XAI-GUI

CLIP GUI - XAI app ~ explainable (and guessable) AI with ViT & ResNet models

jaketae/vit-breast-cancer

Transfer learning pretrained vision transformers for breast histopathology

zer0int/CLIP-text-image-interpretability

Get CLIP ViT text tokens about an image, visualize attention as a heatmap.

sandrobarna/pytorch_memn2n

PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.

ayouboumani/image-captioning-with-attention

A Pytorch implementation of the paper 'Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering'

badripatro/DVQA

tombeesley/eyetools

Tools for eye data processing, analysis, and visualisation, in R.

Lukeasargen/Show-Attend-and-Tell-Pytorch-Lightning

Encoder-Decoder CNN-LSTM Model with an attention mechanism for image captioning. Trained using the Microsoft COCO Dataset.

sbera7/Attention-heatmap

Attention weight visualisation for sentiment analysis.

jaiprakash1824/VLM_Adv_Attack

In the dynamic landscape of medical artificial intelligence, this study explores the vulnerabilities of the Pathology Language-Image Pretraining (PLIP) model, a Vision Language Foundation model, under targeted attacks like PGD adversarial attack.

ranieri-unimi/depression

Extract explainablity from RoBERTa 🪆 ad Born 🐈 while classifying depresson 🎭

PatrickSVM/Seq2Seq-with-Attention

Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.

pokarats/LAP-final-project

Multimodal Bi-Transformers (MMBT) in Biomedical Text/Image Classification

karish-grover/Fake-News-Disambiguation-Why-Is-It-Fake

This project presents Attention-enhanced Multi-channel Recurrent Convolutional Network (AMRCN), for explainable fake news detection.

Parisaroozgarian/model-interpretability

🎯 Deep Learning Model Analysis Made Easy: Visualize and understand your model's behavior, attention patterns, and decision boundaries with interactive visualizations.

Ravi-047/shopify-pipedrive

Shopify-Pipedrive Integration This project provides a JavaScript program that integrates Shopify and Pipedrive, allowing you to automate the process of creating deals in Pipedrive based on Shopify orders. The program follows a series of steps to fetch data from Shopify and Pipedrive, create or update records, and establish connections between them.

12dash/VisualAttention-ViT

Implementation of Visual Attention (ViT) for Image Classification using pytorch

Adya-Prasad/Missing-Word-Prediction-and-Attention-Visualizer-with-BERT

Missing Word Prediction and Attention Visualizer with BERT

Krasnomakov/openMaze_XAI

Explainable AI, attention visualization in LLM

shahanHasan/Chest-X-ray-Classification

Application of Deep Learning Algorithms alongside Explainable AI (Grad-cam, attention visualization) for the Classification of Infectious Diseases in Chest Radiological images.