Brussels, Belgium

Fawaz Sammani

Elite
@fawazsammani

3rd year PhD at the VUB. I work on vision-language, zero-shot learning and inference-time approaches. In love with simplicity.

fawazsammani.github.io/fsammani.github.io/

The-Complete-Neural-Networks-Bootcamp-Theory-Applications. Code Files for the Udemy Course: The Complete Neural Networks Bootcamp: Theory, Applications

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chatbot-transformer. Building a Chatbot in PyTorch using Transformers

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awesome-mlp-mixer. Transformers w/o Attention, based fully on MLPs

97

knowing-when-to-look-adaptive-attention. PyTorch Implementation of Knowing When to Look: Adaptive Attention via a Visual Sentinal for Image Captioning

87

show-edit-tell. Show, Edit and Tell: A Framework for Editing Image Captions, CVPR 2020

82

nlxgpt. NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks, CVPR 2022 (Oral)

50

awesome-vision-language-pretraining. Awesome Vision-Language Pretraining Papers

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mogrifier-lstm-pytorch. Implementation of Mogrifier LSTM in PyTorch

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awesome-xai. Papers about Explainable AI (Deep Learning-based)

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look-and-modify. Look and Modify: Modification Networks for Image Captioning, BMVC 2019

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clip-interpret-mutual-knowledge. Interpreting and Analyzing CLIP's Zero-Shot Image Classification via Mutual Knowledge, NeurIPS 2024

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awesome-self-supervised-vision. Awesome Self-Supervised Vision Learning

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negation-steering. When Negation Is a Geometry Problem in Vision-Language Models, CVPR 2026 (Multimodal Algorithmic Reasoning Workshop)

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Deep-Convolutional-Networks-for-Magnification-of-DICOM-Brain-Images. Implementation of Deep CNNs for Magnification of DICOM Brain Images

7

explain-cl. Visualizing and Understanding Contrastive Learning, TIP 2023

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image-proceesing-applications. A Complete GUI designed in MATLAB for various basic image processing operations

6

uni-nlx. Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks, ICCVW 2023, Oral, Honourable Mention Award

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word-search-puzzle-solver. Word Search Puzzle Solver using C

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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

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fsammani.github.io.

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Optical-power-measurement-using-image-processing. MATLAB implementation of the Paper: Optical Power Measurement using Image Processing Techniques

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fsammani.github.io. HTML

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