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GitHub topics: attention-visualization

tombeesley/eyetools

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

Language: R - Size: 173 MB - Last synced at: about 15 hours ago - Pushed at: about 16 hours ago - Stars: 6 - Forks: 2

linto-ai/whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Language: Python - Size: 4.49 MB - Last synced at: 4 days ago - Pushed at: 3 months ago - Stars: 2,460 - Forks: 189

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.

Language: Jupyter Notebook - Size: 3.76 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 1,886 - Forks: 250

jiesutd/Text-Attention-Heatmap-Visualization

Plot the vector graph of attention based text visualisation

Language: Python - Size: 1.33 MB - Last synced at: about 1 month ago - Pushed at: about 6 years ago - Stars: 372 - Forks: 57

zer0int/CLIP-XAI-GUI

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

Language: Python - Size: 3.46 MB - Last synced at: about 2 months ago - Pushed at: 10 months ago - Stars: 20 - Forks: 1

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)

Language: Vue - Size: 25.4 MB - Last synced at: 3 months ago - Pushed at: about 7 years ago - Stars: 250 - Forks: 24

zer0int/CLIP-text-image-interpretability

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

Language: Python - Size: 34.2 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 13 - Forks: 1

AIprogrammer/Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

Size: 171 KB - Last synced at: 9 days ago - Pushed at: almost 4 years ago - Stars: 60 - Forks: 6

jaketae/vit-breast-cancer

Transfer learning pretrained vision transformers for breast histopathology

Language: Python - Size: 18.6 KB - Last synced at: 13 days ago - Pushed at: over 3 years ago - Stars: 14 - Forks: 4

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

Missing Word Prediction and Attention Visualizer with BERT

Language: Python - Size: 10.6 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 0 - Forks: 0

Parisaroozgarian/model-interpretability

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

Language: Python - Size: 0 Bytes - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 0 - Forks: 0

ahmdtaha/constrained_attention_filter

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

Language: Python - Size: 62.1 MB - Last synced at: 3 months ago - Pushed at: over 3 years ago - Stars: 40 - Forks: 8

minqi/hnatt

Train and visualize Hierarchical Attention Networks

Language: Python - Size: 232 KB - Last synced at: 7 months ago - Pushed at: almost 7 years ago - Stars: 203 - Forks: 35

zhaocq-nlp/Attention-Visualization

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

Language: Java - Size: 2.34 MB - Last synced at: 2 months ago - Pushed at: over 7 years ago - Stars: 68 - Forks: 15

Krasnomakov/openMaze_XAI

Explainable AI, attention visualization in LLM

Language: HTML - Size: 422 KB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

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.

Language: Jupyter Notebook - Size: 114 MB - Last synced at: about 1 year ago - Pushed at: almost 3 years ago - Stars: 5 - Forks: 0

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.

Language: Jupyter Notebook - Size: 23.5 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

catherinesyeh/attention-viz

Visualizing query-key interactions in language + vision transformers

Language: HTML - Size: 1.01 GB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 103 - Forks: 12

mjDelta/attention-mechanism-keras

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

Language: Python - Size: 19.5 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 19 - Forks: 1

ayouboumani/image-captioning-with-attention

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

Language: Python - Size: 90.4 MB - Last synced at: 8 months ago - Pushed at: over 5 years ago - Stars: 10 - Forks: 0

sbera7/Attention-heatmap

Attention weight visualisation for sentiment analysis.

Language: Jupyter Notebook - Size: 45.9 KB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 3 - Forks: 0

12dash/VisualAttention-ViT

Attention (ViT) based Image Classification

Language: Jupyter Notebook - Size: 170 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 0

eagle705/pytorch-bert-crf-ner

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

Language: Jupyter Notebook - Size: 26.6 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 460 - Forks: 110

uzaymacar/comparatively-finetuning-bert

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

Language: Python - Size: 113 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 112 - Forks: 28

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.

Language: Jupyter Notebook - Size: 2.42 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 2 - Forks: 1

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.

Language: Jupyter Notebook - Size: 6.87 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 6

shreydesai/attention-viz

Lightweight visualization tool for neural attention mechanisms

Language: Python - Size: 1.95 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 28 - Forks: 7

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.

Language: JavaScript - Size: 667 KB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

sandrobarna/pytorch_memn2n

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

Language: Jupyter Notebook - Size: 602 KB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 12 - Forks: 5

PatrickSVM/Seq2Seq-with-Attention

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

Language: Jupyter Notebook - Size: 189 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 0 - Forks: 0

manhph2211/Self-Supervised-Distillation

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

Language: Python - Size: 69.3 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 14 - Forks: 1

0aqz0/pytorch-attention-mechanism

my codes for learning attention mechanism

Language: Python - Size: 155 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 38 - Forks: 6

pokarats/LAP-final-project

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

Language: Jupyter Notebook - Size: 156 MB - Last synced at: over 2 years ago - Pushed at: about 4 years ago - Stars: 3 - Forks: 0

utkarsh512/attentionviz

Creating word-weighted heatmap's latex script given a list of tokens and attention scores

Language: Python - Size: 3.91 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

badripatro/DVQA

Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 9 - Forks: 3

Related Keywords
attention-visualization 35 attention-mechanism 12 pytorch 11 deep-learning 9 attention 8 bert 6 vision-transformer 5 visualization 5 transformer 4 machine-learning 4 nlp 4 vit 4 clip 3 attention-model 3 heatmap 3 natural-language-processing 3 image-classification 3 computer-vision 3 explainability 2 bert-model 2 transformers 2 gradient-ascent 2 deep-neural-networks 2 image-to-text 2 xai 2 contrastive-learning 2 python3 2 python 2 machine-translation 2 attention-lstm 2 visual-transformer 2 pytorch-implementation 2 show-attend-and-tell 2 self-attention 2 encoder-decoder 2 image-captioning 2 fine-tuning 1 ner 1 named-entity-recognition 1 imdb-dataset 1 language-modeling 1 natural-language-understanding 1 fake-news-detection 1 misinformation 1 fastai 1 flask-deploy 1 resnet-101 1 speech-processing 1 pgd-adversarial-attacks 1 plip-model 1 trustworthiness 1 trustworthy-ai 1 trustworthy-machine-learning 1 vision-language-model 1 vulnerability-detection 1 gpt 1 transformer-models 1 visualization-tools 1 bottom-up 1 top-down 1 heatmap-visualization 1 sentiment-analysis 1 bert-bigru-crf 1 bert-bilstm-crf 1 bert-crf 1 crf 1 huggingface 1 kobert 1 kobert-crf 1 korean 1 korean-nlp 1 neural-network 1 self-supervised 1 teacher-student-training 1 biomedical-image-processing 1 huggingface-transformers 1 mmbt-model 1 multimodal-models 1 multimodal-representation 1 sparse-data-learning 1 text-classification 1 transfer-learning 1 algorithm 1 cvpr 1 cvpr-2018 1 cvpr2018 1 domain-adaptation 1 iccv 1 rank-correlation 1 triplet-loss 1 vision-language 1 visual-question-answering 1 visual-questions-generation 1 vqa 1 api 1 axios 1 backend 1 documentation 1 javascript 1 nodejs 1