Mohamed Omar
4 papers · 2023–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
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Hot Topic Early Bird
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Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Architectures
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Computer Vision
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Core Methods
(1)
Learning Paradigms
(1)
Methods
(1)
Keywords
multimodal learning
(2)
feature alignment
(1)
transformer architecture
(1)
contrastive learning
(1)
reinforcement learning
(1)
zero-shot learning
(1)
vision transformer
(1)
audio-visual learning
(1)
video understanding
(1)
visual grounding
(1)
cross-modal retrieval
(1)
semantic representation
(1)
spatio-temporal modeling
(1)
state space model
(1)
vision-language model
(1)
token pruning
(1)
dynamic inference
(1)
long-form video
(1)
referring expression comprehension
(1)
video representation
(1)
Papers
A Multimodal Benchmark and Improved Architecture for Zero Shot Learning
WACV 2024
Audio-Enhanced Text-to-Video Retrieval using Text-Conditioned Feature Alignment
ICCV 2023
Dynamic Inference With Grounding Based Vision and Language Models
CVPR 2023
Selective Structured State-Spaces for Long-Form Video Understanding
CVPR 2023