Fawaz Sammani

According to our database, Fawaz Sammani authored at least 10 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Visualizing and Understanding Contrastive Learning.

Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis

IEEE Trans. Image Process., 2024

Interpreting and Analyzing CLIP's Zero-Shot Image Classification via Mutual Knowledge.

Fawaz Sammani, Nikos Deligiannis

CoRR, 2024

2023

Model-Agnostic Visual Explanations via Approximate Bilinear Models.

Boris Joukovsky, Fawaz Sammani, Nikos Deligiannis

Proceedings of the IEEE International Conference on Image Processing, 2023

Visualizing Invariant Features in Vision Models.

Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis

Proceedings of the 24th International Conference on Digital Signal Processing, 2023

Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks.

Fawaz Sammani, Nikos Deligiannis

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Visualizing and Understanding Self-Supervised Vision Learning.

Fawaz Sammani, Boris Joukovsky, Nikos Deligiannis

CoRR, 2022

NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks.

Fawaz Sammani, Tanmoy Mukherjee, Nikos Deligiannis

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Encoding Rich Frequencies for Classification of Stroke Patients EEG Signals.

Fawaz Sammani, Kok-Swee Sim, Shing Chiang Tan

IEEE Access, 2020

Show, Edit and Tell: A Framework for Editing Image Captions.

Fawaz Sammani, Luke Melas-Kyriazi

Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

2019

Look and Modify: Modification Networks for Image Captioning.

Fawaz Sammani, Mahmoud Elsayed

Proceedings of the 30th British Machine Vision Conference 2019, 2019