attention-visualization

There are 17 repositories under attention-visualization topic.

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 2057
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.
attention-matrix attention-visualization bert bert-model cvpr2021 deep-learning explainability perturbation transformer-interpretability vision-transformer visualize-classifications vit
Language:Jupyter Notebook 1798
eagle705 / pytorch-bert-crf-ner
KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)
attention-visualization bert bert-bigru-crf bert-bilstm-crf bert-crf crf huggingface kobert kobert-crf korean korean-nlp named-entity-recognition natural-language-processing ner nlp pytorch pytorch-implementation
Language:Jupyter Notebook 490
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 368
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-mechanisms attention-scores attention-visualization deep-learning deep-learning-library deep-learning-visualization natural-language-processing nlp self-attention self-attentive-rnn text-visualization visualization vuejs
Language:Vue 250
minqi / hnatt
Train and visualize Hierarchical Attention Networks
attention attention-mechanism attention-visualization classification-model deep-learning deep-neural-networks hierarchical-model hierarchical-models
Language:Python 202
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 154
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 126
uzaymacar / comparatively-finetuning-bert
Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.
attention-visualization bert fine-tuning imdb-dataset language-modeling natural-language-understanding pytorch
Language:Python 120
zhaocq-nlp / Attention-Visualization
Visualization for simple attention and Google's multi-head attention.
attention attention-visualization machine-translation multi-head-attention neural-machine-translation visualization
Language:Java 68
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
58
0aqz0 / pytorch-attention-mechanism
my codes for learning attention mechanism
attention attention-mechanism attention-visualization deep-learning pytorch
Language:Python 50
ahmdtaha / constrained_attention_filter
(ECCV2020) Tensorflow implementation of A Generic Visualization Approach for Convolutional Neural Networks
attention-visualization autonomous-driving autonomous-vehicles classification convolutional-neural-networks deep-neural-networks feature-embedding imagenet python-3 python3 retrieval tensorflow weakly-supervised-localization
Language:Python 41
shreydesai / attention-viz
Lightweight visualization tool for neural attention mechanisms
attention attention-visualization deep-learning neural-network 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 23
manhph2211 / Self-Supervised-Distillation
Easy-to-read implementation of self-supervised learning using vision transformer and knowledge distillation with no labels - DINO :smiley:
attention-visualization contrastive-learning dino ema feature-learning feature-representation knowledge-distillation self-supervised teacher-student-training vision-transformer
Language:Python 22
mjDelta / attention-mechanism-keras
attention mechanism in keras, like Dense and RNN...
attention-mechanism attention-lstm attention-model attention-visualization
Language:Python 20
zer0int / CLIP-XAI-GUI
CLIP GUI - XAI app ~ explainable (and guessable) AI with ViT & ResNet models
attention attention-visualization clip game gradient-ascent gui image-to-text vision-transformer vit xai
Language:Python 13
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
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 11
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
zer0int / CLIP-text-image-interpretability
Get CLIP ViT text tokens about an image, visualize attention as a heatmap.
attention-visualization clip gradient-ascent heatmap image-to-text vit xai
Language:Python 6
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.
attention-mechanism attention-visualization encoder-decoder image-captioning lstm mscoco multimodal-learning pytorch pytorch-lightning show-attend-and-tell text-generation
Language:Jupyter Notebook 5
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 4
pokarats / LAP-final-project
Multimodal Bi-Transformers (MMBT) in Biomedical Text/Image Classification
attention-mechanism attention-visualization bert biomedical-image-processing huggingface-transformers image-classification mmbt-model multimodal-models multimodal-representation sparse-data-learning text-classification transfer-learning transformer
Language:Jupyter Notebook 4
sbera7 / Attention-heatmap
Attention weight visualisation for sentiment analysis.
heatmap-visualization sentiment-analysis attention-visualization
Language:Jupyter Notebook 4
tombeesley / eyetools
Tools for eye data processing, analysis, and visualisation, in R.
areas-of-interest attention-visualization cognitive-science dwell-time-algorithm eye-tracker eye-tracking eyetracking ggplot2 psychology psychology-experiments r saccades tobii tobii-eye-tracker visualization
Language:R 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
PatrickSVM / Seq2Seq-with-Attention
Implementation of GRU-based Encoder-Decoder Architecture with Bahdanau Attention Mechanism for Machine Translation from German to English.
attention-visualization bahdanau-attention encoder-decoder encoder-decoder-model gru machine-translation seq2seq teacher-forcing
Language:Jupyter Notebook 2
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 2
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 javascript nodejs npm package reading
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
Krasnomakov / openMaze_XAI
Explainable AI, attention visualization in LLM
attention-visualization llm
Language:HTML
utkarsh512 / attentionviz
Creating word-weighted heatmap's latex script given a list of tokens and attention scores
heatmap attention-visualization
Language:Python

attention-visualization

linto-ai / whisper-timestamped

hila-chefer / Transformer-Explainability

eagle705 / pytorch-bert-crf-ner

jiesutd / Text-Attention-Heatmap-Visualization

cbaziotis / neat-vision

minqi / hnatt

wooyeolBaek / attention-map

catherinesyeh / attention-viz

uzaymacar / comparatively-finetuning-bert

zhaocq-nlp / Attention-Visualization

AIprogrammer / Visual-Transformer-Paper-Summary

0aqz0 / pytorch-attention-mechanism

ahmdtaha / constrained_attention_filter

shreydesai / attention-viz

Skumarr53 / Image-Caption-Generation-using-Fastai

manhph2211 / Self-Supervised-Distillation

mjDelta / attention-mechanism-keras

zer0int / CLIP-XAI-GUI

sandrobarna / pytorch_memn2n

jaketae / vit-breast-cancer

ayouboumani / image-captioning-with-attention

badripatro / DVQA

zer0int / CLIP-text-image-interpretability

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

jaiprakash1824 / VLM_Adv_Attack

pokarats / LAP-final-project

sbera7 / Attention-heatmap

tombeesley / eyetools

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

PatrickSVM / Seq2Seq-with-Attention

ranieri-unimi / depression

Ravi-047 / shopify-pipedrive

12dash / VisualAttention-ViT

Krasnomakov / openMaze_XAI

utkarsh512 / attentionviz