Projects per year
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- 1 Similar Profiles
Projects
- 1 Active
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Visualizing and Understanding Contrastive Learning
Sammani, F., Joukovsky, B. & Deligiannis, N., 2024, In: IEEE Transactions on Image Processing. 33, p. 541 - 555 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile4 Citations (Scopus)39 Downloads (Pure) -
Model-Agnostic Visual Explanations via Approximate Bilinear Models
Joukovsky, B., Sammani, F. & Deligiannis, N., 11 Jul 2023, 2023 IEEE International Conference on Image Processing. IEEE, p. 1770-1774 5 p. (Proceedings - International Conference on Image Processing, ICIP).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile187 Downloads (Pure) -
Uni-NLX: Unifying Textual Explanations for Vision and Vision-Language Tasks.
Sammani, F. & Deligiannis, N., 2023, VLAR, International Conference on Computer Vision Workshops (ICCVW) 2023. Workshop ed. ICCV : IEEE, Vol. Workshop. p. 1-4 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
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Visualizing Invariant Features in Vision Models
Sammani, F., Joukovsky, B. & Deligiannis, N., 5 Jul 2023, 2023 24th International Conference on Digital Signal Processing (DSP). IEEE, p. 1-5 5 p. (International Conference on Digital Signal Processing, DSP; vol. 2023-June).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
1 Citation (Scopus) -
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
Sammani, F., Mukherjee, T. & Deligiannis, N., Jun 2022, IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 8322-8332 11 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile34 Citations (Scopus)78 Downloads (Pure)
Prizes
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Honourable Mention Award at ICCVW 2023
Sammani, Fawaz (Recipient), 3 Oct 2023
Prize: Prize (including medals and awards)
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Towards Human Friendly Explanations
Fawaz Sammani (Recipient)
1 Nov 2023 → 31 Oct 2027Activity: Other › Written proposal
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Model-Agnostic Visual Explanations via Approximate Bilinear Models
Boris Joukovsky (Speaker), Fawaz Sammani (Speaker) & Nikolaos Deligiannis (Contributor)
11 Oct 2023Activity: Talk or presentation › Talk or presentation at a conference
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2023 IEEE/CVF International Conference on Computer Vision (ICCV) (Publisher)
Fawaz Sammani (Peer reviewer)
10 Apr 2023 → 8 May 2023Activity: Publication peer-review and editorial work › Publication peer-review
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IEEE Transactions on Image Processing (Journal)
Fawaz Sammani (Peer reviewer)
18 Jan 2023Activity: Publication peer-review and editorial work › Publication peer-review
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NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
Fawaz Sammani (Speaker), Tanmoy Mukherjee (Contributor) & Nikolaos Deligiannis (Contributor)
2022 → …Activity: Talk or presentation › Talk or presentation at a conference
Thesis
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Visualizing and Understanding Self-Supervised Vision Learning
Author: Deligiannis, N. & Sammani, F., 2022Student thesis: Master's Thesis