Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: attention-visualization

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: 24 days ago - Pushed: almost 2 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: 25 days ago - Pushed: 25 days ago - Stars: 4 - Forks: 0

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: 28 days ago - Pushed: 5 months ago - Stars: 1,673 - Forks: 225

wooyeolBaek/attention-map

🚀 Cross attention map tools for huggingface/diffusers

Language: Python - Size: 4.58 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 53 - Forks: 6

catherinesyeh/attention-viz

Visualizing query-key interactions in language + vision transformers

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

zer0int/CLIP-XAI-GUI

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

Language: Python - Size: 3.42 MB - Last synced: about 1 month ago - Pushed: about 1 month ago - Stars: 7 - Forks: 0

linto-ai/whisper-timestamped

Multilingual Automatic Speech Recognition with word-level timestamps and confidence

Language: Python - Size: 4.83 MB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 1,496 - Forks: 129

mjDelta/attention-mechanism-keras

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

Language: Python - Size: 19.5 KB - Last synced: about 2 months ago - Pushed: about 6 years ago - Stars: 19 - Forks: 1

sbera7/Attention-heatmap

Attention weight visualisation for sentiment analysis.

Language: Jupyter Notebook - Size: 45.9 KB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 3 - Forks: 0

jaketae/vit-breast-cancer

Transfer learning pretrained vision transformers for breast histopathology

Language: Python - Size: 18.6 KB - Last synced: about 12 hours ago - Pushed: over 2 years ago - Stars: 7 - Forks: 4

minqi/hnatt

Train and visualize Hierarchical Attention Networks

Language: Python - Size: 232 KB - Last synced: about 2 months ago - Pushed: almost 6 years ago - Stars: 203 - Forks: 35

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: 3 months ago - Pushed: about 6 years ago - Stars: 250 - Forks: 26

12dash/VisualAttention-ViT

Attention (ViT) based Image Classification

Language: Jupyter Notebook - Size: 170 MB - Last synced: 6 months ago - Pushed: 6 months 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: 6 months ago - Pushed: 6 months 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: 8 months ago - Pushed: almost 4 years ago - Stars: 112 - Forks: 28

zhaocq-nlp/Attention-Visualization

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

Language: Java - Size: 2.34 MB - Last synced: 8 months ago - Pushed: over 6 years ago - Stars: 63 - Forks: 15

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: 8 months ago - Pushed: over 2 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: 5 months ago - Pushed: over 1 year ago - Stars: 23 - Forks: 6

jiesutd/Text-Attention-Heatmap-Visualization

Plot the vector graph of attention based text visualisation

Language: Python - Size: 1.33 MB - Last synced: 8 months ago - Pushed: about 5 years ago - Stars: 333 - Forks: 59

shreydesai/attention-viz

Lightweight visualization tool for neural attention mechanisms

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: over 4 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: about 2 months ago - Pushed: about 1 year 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: 6 months ago - Pushed: almost 6 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: about 1 year ago - Pushed: about 1 year 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: over 1 year ago - Pushed: almost 2 years ago - Stars: 14 - Forks: 1

0aqz0/pytorch-attention-mechanism

my codes for learning attention mechanism

Language: Python - Size: 155 KB - Last synced: over 1 year ago - Pushed: almost 4 years ago - Stars: 38 - Forks: 6

AIprogrammer/Visual-Transformer-Paper-Summary

Summary of Transformer applications for computer vision tasks.

Size: 171 KB - Last synced: over 1 year ago - Pushed: almost 3 years ago - Stars: 56 - Forks: 6

pokarats/LAP-final-project

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

Language: Jupyter Notebook - Size: 156 MB - Last synced: over 1 year ago - Pushed: about 3 years ago - Stars: 3 - 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: over 1 year ago - Pushed: over 2 years ago - Stars: 39 - Forks: 9

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: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

badripatro/DVQA

Size: 17.5 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 9 - Forks: 3

Related Keywords
attention-visualization 30 attention-mechanism 12 pytorch 9 attention 8 deep-learning 8 bert 5 vision-transformer 5 visualization 4 nlp 4 transformer 4 attention-model 3 machine-learning 3 image-classification 3 computer-vision 3 natural-language-processing 3 vit 3 deep-neural-networks 2 attention-lstm 2 explainability 2 transformers 2 self-attention 2 heatmap 2 visual-transformer 2 encoder-decoder 2 pytorch-implementation 2 huggingface 2 python3 2 contrastive-learning 2 clip 2 python 2 show-attend-and-tell 2 machine-translation 2 package 1 imdb-dataset 1 reading 1 babi-tasks 1 dialogue-systems 1 memory-networks 1 bahdanau-attention 1 encoder-decoder-model 1 gru 1 seq2seq 1 language-modeling 1 natural-language-understanding 1 multi-head-attention 1 neural-machine-translation 1 fake-news-detection 1 misinformation 1 fastai 1 flask-deploy 1 resnet-101 1 text-heatmap 1 text-visualisation 1 vectogram 1 vector-graphics 1 neural-network 1 api 1 axios 1 backend 1 documentation 1 javascript 1 nodejs 1 npm 1 autonomous-driving 1 vqa 1 autonomous-vehicles 1 classification 1 convolutional-neural-networks 1 feature-embedding 1 imagenet 1 python-3 1 retrieval 1 tensorflow 1 weakly-supervised-localization 1 algorithm 1 cvpr 1 cvpr-2018 1 cvpr2018 1 domain-adaptation 1 iccv 1 rank-correlation 1 triplet-loss 1 visual-questions-generation 1 vision-language 1 visual-question-answering 1 teacher-forcing 1 dino 1 ema 1 feature-learning 1 feature-representation 1 knowledge-distillation 1 self-supervised 1 teacher-student-training 1 awesome 1 detr 1 papers 1 segmentation 1 survey 1 transformer-networks 1 biomedical-image-processing 1