Mennatullah Siam
7 papers · 2019–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
Top co-authors
Research topics
Keywords
semantic segmentation
(3)
video segmentation
(2)
few-shot learning
(2)
video object segmentation
(2)
few-shot segmentation
(2)
multi-scale learning
(2)
video transformer
(2)
weakly supervised learning
(1)
egocentric vision
(1)
object tracking
(1)
object segmentation
(1)
visual-semantic embedding
(1)
latent representation
(1)
dense prediction
(1)
temporal consistency
(1)
transformer decoder
(1)
visual prompting
(1)
prompt tuning
(1)
encoder-decoder architecture
(1)
spatio-temporal network
(1)
Papers
TAM-VT: Transformation-Aware Multi-Scale Video Transformer for Segmentation and Tracking
WACV 2025
Visual Prompting for Generalized Few-shot Segmentation: A Multi-scale Approach
CVPR 2024
AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa
IJCAI 2023
MED-VT: Multiscale Encoder-Decoder Video Transformer With Application To Object Segmentation
CVPR 2023
A Deeper Dive Into What Deep Spatiotemporal Networks Encode: Quantifying Static vs. Dynamic Information
CVPR 2022
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings
IJCAI 2020
AMP: Adaptive Masked Proxies for Few-Shot Segmentation
ICCV 2019