fawazsammani
1st year PhD at the VUB. I work on Vision-Language and Explainable AI. In love with simplicity
Vrije Universiteit BrusselBrussels, Belgium
Pinned Repositories
awesome-mlp-mixer
Transformers w/o Attention, based fully on MLPs
awesome-vision-language-pretraining
Awesome Vision-Language Pretraining Papers
chatbot-transformer
Building a Chatbot in PyTorch using Transformers
knowing-when-to-look-adaptive-attention
PyTorch Implementation of Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning
look-and-modify
Look and Modify: Modification Networks for Image Captioning, BMVC 2019
mogrifier-lstm-pytorch
Implementation of Mogrifier LSTM in PyTorch
nlxgpt
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)
show-edit-tell
Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020
The-Complete-Neural-Networks-Bootcamp-Theory-Applications
Code Files for the Udemy Course: The Complete Neural Networks Bootcamp: Theory, Applications
uni-nlx
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks, ICCVW 2023, Oral, Honourable Mention Award
fawazsammani's Repositories
fawazsammani/The-Complete-Neural-Networks-Bootcamp-Theory-Applications
Code Files for the Udemy Course: The Complete Neural Networks Bootcamp: Theory, Applications
fawazsammani/chatbot-transformer
Building a Chatbot in PyTorch using Transformers
fawazsammani/awesome-mlp-mixer
Transformers w/o Attention, based fully on MLPs
fawazsammani/knowing-when-to-look-adaptive-attention
PyTorch Implementation of Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning
fawazsammani/show-edit-tell
Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020
fawazsammani/nlxgpt
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)
fawazsammani/mogrifier-lstm-pytorch
Implementation of Mogrifier LSTM in PyTorch
fawazsammani/awesome-vision-language-pretraining
Awesome Vision-Language Pretraining Papers
fawazsammani/look-and-modify
Look and Modify: Modification Networks for Image Captioning, BMVC 2019
fawazsammani/awesome-xai
Papers about Explainable AI (Deep Learning-based)
fawazsammani/awesome-self-supervised-vision
Awesome Self-Supervised Vision Learning
fawazsammani/Deep-Convolutional-Networks-for-Magnification-of-DICOM-Brain-Images
Implementation of Deep CNNs for Magnification of DICOM Brain Images
fawazsammani/clip-interpret-mutual-knowledge
Interpreting and Analyzing CLIP's Zero-Shot Image Classification via Mutual Knowledge, NeurIPS 2024
fawazsammani/explain-cl
Visualizing and Understanding Contrastive Learning, TIP 2023
fawazsammani/image-proceesing-applications
A Complete GUI designed in MATLAB for various basic image processing operations
fawazsammani/uni-nlx
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks, ICCVW 2023, Oral, Honourable Mention Award
fawazsammani/An-accurate-method-to-calculate-the-color-difference-in-a-single-image
MATLAB implementation of An accurate method to calculate the color difference in a single image
fawazsammani/Face-recognition-using-collaborative-representation-and-LTV
MATLAB implementation of Face Recognition using Collaborative Representation with LTV
fawazsammani/fsammani.github.io
fawazsammani/Optical-power-measurement-using-image-processing
MATLAB implementation of the Paper: Optical Power Measurement using Image Processing Techniques
fawazsammani/word-search-puzzle-solver
Word Search Puzzle Solver using C