attention-visualization

There are 16 repositories under attention-visualization topic.

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.
deep-learning vision-transformer bert-model bert explainability transformer-interpretability perturbation attention-visualization visualize-classifications vit attention-matrix cvpr2021
Language:Jupyter Notebook 1659
linto-ai / whisper-timestamped
Multilingual Automatic Speech Recognition with word-level timestamps and confidence
deep-learning speech speech-recognition speech-to-text asr machine-learning python python3 pytorch attention-is-all-you-need attention-mechanism attention-model attention-network attention-seq2seq attention-visualization multilingual-models speaker-diarization speech-processing transformers whisper
Language:Python 1485
eagle705 / pytorch-bert-crf-ner
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
bert kobert crf bert-crf ner named-entity-recognition pytorch pytorch-implementation korean nlp korean-nlp natural-language-processing kobert-crf huggingface bert-bilstm-crf bert-bigru-crf attention-visualization
Language:Jupyter Notebook 473
jiesutd / Text-Attention-Heatmap-Visualization
Plot the vector graph of attention based text visualisation
attention-visualization attention-lstm text-visualisation vector-graphics text-heatmap heatmap vectogram
Language:Python 354
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)
attention attention-mechanism attention-visualization attention-scores text-visualization deep-learning deep-learning-visualization vuejs nlp natural-language-processing attention-mechanisms visualization deep-learning-library self-attention self-attentive-rnn
Language:Vue 250
minqi / hnatt
Train and visualize Hierarchical Attention Networks
hierarchical-models hierarchical-model attention-mechanism attention deep-learning deep-neural-networks attention-visualization classification-model
Language:Python 203
uzaymacar / comparatively-finetuning-bert
Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.
natural-language-understanding language-modeling fine-tuning imdb-dataset bert attention-visualization pytorch
Language:Python 115
attention-viz
catherinesyeh / attention-viz
Visualizing query-key interactions in language + vision transformers
attention-mechanism attention-visualization bert computer-vision gpt nlp transformer transformer-models visualization visualization-tools
Language:HTML 102
zhaocq-nlp / Attention-Visualization
Visualization for simple attention and Google's multi-head attention.
attention multi-head-attention neural-machine-translation machine-translation visualization attention-visualization
Language:Java 65
AIprogrammer / Visual-Transformer-Paper-Summary
Summary of Transformer applications for computer vision tasks.
transformer computer-vision papers awesome attention detr segmentation vit attention-visualization survey transformer-networks visual-transformer
56
0aqz0 / pytorch-attention-mechanism
my codes for learning attention mechanism
attention-mechanism pytorch attention-visualization attention deep-learning
Language:Python 50
wooyeolBaek / attention-map
🚀 Cross attention map tools for huggingface/diffusers
attention-map cross-attention diffusers visualization huggingface cross-attention-map attention-visualization cross-attention-diffusers cross-attention-map-visualization diffusers-cross-attention stable-diffusion text-to-image
Language:Python 45
ahmdtaha / constrained_attention_filter
(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks
tensorflow deep-neural-networks attention-visualization python-3 python3 imagenet convolutional-neural-networks weakly-supervised-localization autonomous-vehicles autonomous-driving classification retrieval feature-embedding
Language:Python 41
shreydesai / attention-viz
Lightweight visualization tool for neural attention mechanisms
deep-learning neural-network attention attention-visualization nlp
Language:Python 28
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.
fastai pytorch python flask-deploy show-attend-and-tell resnet-101 attention-visualization
Language:Jupyter Notebook 24
mjDelta / attention-mechanism-keras
attention mechanism in keras, like Dense and RNN...
attention-mechanism attention-lstm attention-model attention-visualization
Language:Python 19
manhph2211 / Self-Supervised-Distillation
Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO :smiley:
self-supervised dino feature-learning knowledge-distillation attention-visualization contrastive-learning ema feature-representation teacher-student-training vision-transformer
Language:Python 18
sandrobarna / pytorch_memn2n
PyTorch implementation of the End-to-End Memory Network with attention layer vizualisation support.
pytorch memory-networks attention-visualization babi-tasks dialogue-systems deep-learning
Language:Jupyter Notebook 12
ayouboumani / image-captioning-with-attention
A Pytorch implementation of the paper 'Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering'
pytorch image-captioning bottom-up top-down attention-visualization
Language:Python 10
badripatro / DVQA
attention-mechanism vqa triplet-loss domain-adaptation cvpr2018 rank-correlation algorithm attention-visualization visual-question-answering computer-vision attention-model visual-questions-generation cvpr-2018 cvpr iccv natural-language-processing vision-language attention deep-learning machine-learning
9
jaketae / vit-breast-cancer
Transfer learning pretrained vision transformers for breast histopathology
vision-transformer transformer transformers self-attention attention-visualization pytorch-implementation image-classification medical-ai medical-image-analysis pytorch
Language:Python 7
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.
pytorch pytorch-lightning mscoco image-captioning show-attend-and-tell attention-mechanism attention-visualization lstm text-generation encoder-decoder multimodal-learning
Language:Jupyter Notebook 5
pokarats / LAP-final-project
Multimodal Bi-Transformers (MMBT) in Biomedical Text/Image Classification
bert image-classification text-classification multimodal-representation transfer-learning sparse-data-learning biomedical-image-processing transformer attention-mechanism attention-visualization multimodal-models mmbt-model huggingface-transformers
Language:Jupyter Notebook 4
sbera7 / Attention-heatmap
Attention weight visualisation for sentiment analysis.
heatmap-visualization sentiment-analysis attention-visualization
Language:Jupyter Notebook 4
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.
misinformation explainability attention-mechanism fake-news-detection attention-visualization machine-learning
Language:Jupyter Notebook 2
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.
adversarial-attacks attention-mechanism attention-visualization clip histopathology-image-classfication histopathology-images pathology pathology-image pgd-adversarial-attacks plip-model trustworthiness trustworthy-ai trustworthy-machine-learning vision-language-model vision-transformer vulnerability-detection contrastive-learning pytorch
Language:Jupyter Notebook 1
PatrickSVM / Seq2Seq-with-Attention
Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.
bahdanau-attention encoder-decoder encoder-decoder-model gru machine-translation seq2seq teacher-forcing attention-visualization
Language:Jupyter Notebook 1
depression
ranieri-unimi / depression
Extract explainablity from RoBERTa 🪆 ad Born 🐈 while classifying depresson 🎭
attention-visualization born lexical-analysis llm nlp pytorch roberta text-classification depression-detection liwc
Language:Jupyter Notebook 1
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.
api attention-visualization axios backend documentation nodejs reading javascript npm package
Language:JavaScript 1
12dash / VisualAttention-ViT
Implementation of Visual Attention (ViT) for Image Classification using pytorch
attention-mechanism attention-visualization image-classification visual-transformer
Language:Jupyter Notebook 0
utkarsh512 / attentionviz
Creating word-weighted heatmap's latex script given a list of tokens and attention scores
heatmap attention-visualization
Language:Python

attention-visualization

hila-chefer / Transformer-Explainability

linto-ai / whisper-timestamped

eagle705 / pytorch-bert-crf-ner

jiesutd / Text-Attention-Heatmap-Visualization

cbaziotis / neat-vision

minqi / hnatt

uzaymacar / comparatively-finetuning-bert

catherinesyeh / attention-viz

zhaocq-nlp / Attention-Visualization

AIprogrammer / Visual-Transformer-Paper-Summary

0aqz0 / pytorch-attention-mechanism

wooyeolBaek / attention-map

ahmdtaha / constrained_attention_filter

shreydesai / attention-viz

Skumarr53 / Image-Caption-Generation-using-Fastai

mjDelta / attention-mechanism-keras

manhph2211 / Self-Supervised-Distillation

sandrobarna / pytorch_memn2n

ayouboumani / image-captioning-with-attention

badripatro / DVQA

jaketae / vit-breast-cancer

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

pokarats / LAP-final-project

sbera7 / Attention-heatmap

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

jaiprakash1824 / VLM_Adv_Attack

PatrickSVM / Seq2Seq-with-Attention

ranieri-unimi / depression

Ravi-047 / shopify-pipedrive

12dash / VisualAttention-ViT

utkarsh512 / attentionviz