Mustafa Munir
10 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (22) 🤝 Dynamic Duo (10) 💎 Century Club · Bronze
⚡
Prolific Year · Productive
Venues
Top co-authors
Research topics
Deep Learning
(8)
Architectures
(5)
Artificial Intelligence
(4)
Core AI · Artificial Intelligence
(4)
Computer Vision
(3)
Machine Learning
(3)
Application Areas
(2)
Learning Types
(2)
Models
(2)
Processing
(2)
Techniques
(2)
Analysis
(1)
Core AI · Computer Vision
(1)
Domain-Specific
(1)
Optimization & Theory
(1)
Keywords
image classification
(3)
temporal consistency
(2)
video editing
(2)
optical flow
(2)
semantic segmentation
(2)
attention mechanism
(2)
graph neural network
(2)
convolutional neural network
(2)
object detection
(2)
neural network optimization
(1)
medical image segmentation
(1)
instance segmentation
(1)
temporal reasoning
(1)
efficient computing
(1)
video understanding
(1)
model architecture
(1)
diffusion model
(1)
k-nearest neighbor
(1)
channel attention
(1)
high-dimensional regression
(1)
Papers
AdaptViG: Adaptive Vision GNN with Exponential Decay Gating
WACV 2026
Fuel Gauge: Estimating Chain-of-Thought Length Ahead of Time in Large Multimodal Models
CVPR 2026
NeuS-QA: Grounding Long-Form Video Understanding in Temporal Logic and Neuro-Symbolic Reasoning
AAAI 2026
Single-Round Scalable Analytic Federated Learning
CVPR 2026
SmoothDiffusion-VE: Real-time Generative Video Editing Using Adaptive Feature Cache
WACV 2026
Ada-VE: Training-Free Consistent Video Editing using Adaptive Motion Prior
WACV 2025
EfficientMedNeXt: Multi-Receptive Dilated Convolutions for Medical Image Segmentation
MICCAI 2025
RapidNet: Multi-Level Dilated Convolution Based Mobile Backbone
WACV 2025
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation
CVPR 2024
GreedyViG: Dynamic Axial Graph Construction for Efficient Vision GNNs
CVPR 2024