Fawaz Sammani
4 papers · 2020–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5) π Cross-Pollinator (13)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
CVPR (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
vision-language model
(2)
multimodal learning
(2)
embedding space
(1)
visual question answering
(1)
attention mechanism
(1)
text generation
(1)
image captioning
(1)
denoising autoencoder
(1)
language model
(1)
zero-shot classification
(1)
mutual knowledge
(1)
textual concept
(1)
copy mechanism
(1)
natural language explanation
(1)
adaptive refinement
(1)
large language model
(1)
denoising auto-encoder
(1)
shared embedding space
(1)
caption editing
(1)
contrastive learning
(1)
Papers
Zero-Shot Natural Language Explanations
ICLR 2025
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
NIPS 2024
NLX-GPT: A Model for Natural Language Explanations in Vision and Vision-Language Tasks
CVPR 2022
Show, Edit and Tell: A Framework for Editing Image Captions
CVPR 2020