Md Mostafijur Rahman
10 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π€ Dynamic Duo (10) π Keyword Champion (2)
π
Century Club Β· Bronze
Venues
Top co-authors
Research topics
Computer Vision
(7)
Deep Learning
(6)
Analysis
(6)
Architectures
(6)
Domain-Specific
(5)
Machine Learning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Clinical
(2)
Techniques
(2)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Core AI Β· Computer Vision
(1)
Core AI Β· Artificial Intelligence
(1)
Methods
(1)
Keywords
semantic segmentation
(6)
medical image segmentation
(4)
image classification
(3)
attention mechanism
(3)
object detection
(2)
multi-scale feature
(2)
encoder-decoder architecture
(2)
graph neural network
(2)
convolutional neural network
(2)
convolutional attention
(2)
computer vision
(1)
instance segmentation
(1)
model architecture
(1)
community detection
(1)
vision transformer
(1)
channel attention
(1)
image segmentation
(1)
k-nearest neighbor
(1)
computational efficiency
(1)
efficient computing
(1)
Papers
AdaptViG: Adaptive Vision GNN with Exponential Decay Gating
WACV 2026
EfficientMedNeXt: Multi-Receptive Dilated Convolutions for Medical Image Segmentation
MICCAI 2025
EffiDec3D: An Optimized Decoder for High-Performance and Efficient 3D Medical Image Segmentation
CVPR 2025
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
WACV 2025
Training-Free Dataset Pruning for Polyp Segmentation via Community Detection in Similarity Networks
MIDL 2025
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
CVPR 2024
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation
WACV 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
CVPR 2024
Medical Image Segmentation via Cascaded Attention Decoding
WACV 2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation
MIDL 2023