Fawaz Sammani
4 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Computer Vision
(3)
Deep Learning
(3)
Architectures
(3)
Core AI · Artificial Intelligence
(3)
Machine Learning
(2)
Natural Language Processing
(2)
Core AI · Computer Vision
(2)
Generation · Natural Language Processing
(2)
Learning Types · Machine Learning
(2)
Core Methods
(1)
Generation · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
zero-shot learning
(2)
vision-language model
(2)
natural language explanation
(2)
multimodal learning
(2)
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)
concept discovery
(1)
faithful explanation
(1)
copy mechanism
(1)
adaptive refinement
(1)
large language model
(1)
shared embedding space
(1)
caption editing
(1)
Papers
Zero-Shot Natural Language Explanations
ICLR 2025
Interpreting and Analysing CLIP's Zero-Shot Image Classification via Mutual Knowledge
NeurIPS 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