Fawaz Sammani

According to our database, Fawaz Sammani authored at least 15 papers between 2019 and 2026.

Collaborative distances:

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

2026

When Negation Is a Geometry Problem in Vision-Language Models.

Fawaz Sammani, Tzoulio Chamiti, Paul Gavrikov, Nikos Deligiannis

CoRR, March, 2026

2025

Temporal Concept Dynamics in Diffusion Models via Prompt-Conditioned Interventions.

Ada Gorgun, Fawaz Sammani, Nikos Deligiannis, Bernt Schiele, Jonas Fischer

CoRR, December, 2025

Unlocking Open-Set Language Accessibility in Vision Models.

Fawaz Sammani, Jonas Fischer, Nikos Deligiannis

CoRR, March, 2025

Zero-Shot Natural Language Explanations.

Fawaz Sammani, Nikos Deligiannis

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

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

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

Fawaz Sammani, Nikos Deligiannis

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 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