Muhammad Zeshan Afzal
12 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (24) 🌍 Conference Polyglot · Silver 🤝 Dynamic Duo (12) ⚡ Prolific Year · Productive
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Century Club · Bronze
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Computer Vision
(9)
Machine Learning
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Analysis
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Learning Types · Machine Learning
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Processing
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Core AI · Computer Vision
(3)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
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Learning Types · Deep Learning
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Generation
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Keywords
object detection
(4)
large language model
(3)
instance segmentation
(2)
semantic segmentation
(2)
image restoration
(2)
semi-supervised learning
(2)
low-light enhancement
(2)
video object detection
(2)
embedding learning
(1)
zero-shot learning
(1)
contrastive learning
(1)
face detection
(1)
domain adaptation
(1)
temporal modeling
(1)
catastrophic forgetting
(1)
multimodal learning
(1)
text generation
(1)
feature learning
(1)
prompt-based learning
(1)
knowledge distillation
(1)
Papers
NURBGen: High-Fidelity Text-to-CAD Generation Through LLM-Driven NURBS Modeling
AAAI 2026
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection
WACV 2025
MARVEL-40M+: Multi-Level Visual Elaboration for High-Fidelity Text-to-3D Content Creation
CVPR 2025
STEP-DETR: Advancing DETR-based Semi-Supervised Object Detection with Super Teacher and Pseudo-Label Guided Text Queries
ICCV 2025
TorchAdapt: Towards Light-Agnostic Real-Time Visual Perception
ICCV 2025
Sparse Semi-DETR: Sparse Learnable Queries for Semi-Supervised Object Detection
CVPR 2024
Text2CAD: Generating Sequential CAD Designs from Beginner-to-Expert Level Text Prompts
NeurIPS 2024
BoxMask: Revisiting Bounding Box Supervision for Video Object Detection
WACV 2023
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision
ICCV 2023
I2MVFormer: Large Language Model Generated Multi-View Document Supervision for Zero-Shot Image Classification
CVPR 2023
Introducing Language Guidance in Prompt-based Continual Learning
ICCV 2023
Learning Attention Propagation for Compositional Zero-Shot Learning
WACV 2023