Mennatullah Siam
7 papers · 2019–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (6) π Cross-Pollinator (7) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(19)
Conferences
CVPR (3)
IJCAI (2)
ICCV (1)
WACV (1)
Top co-authors
Keywords
semantic segmentation
(3)
video segmentation
(2)
few-shot learning
(2)
multi-scale learning
(2)
few-shot segmentation
(2)
video object segmentation
(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)
image-level label
(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
MED-VT: Multiscale Encoder-Decoder Video Transformer With Application To Object Segmentation
CVPR 2023
AI-Assisted Tool for Early Diagnosis and Prevention of Colorectal Cancer in Africa
IJCAI 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