Mohsen Ali
13 papers · 2013–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Silver πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Half 𧬠Topic Evolution
π
Conference Pioneer
π₯
Unstoppable Β· Bronze
π
Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Computer Vision
(8)
Analysis
(8)
Machine Learning
(7)
Deep Learning
(5)
Application Areas
(5)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
Artificial Intelligence
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core AI
(2)
Core Methods
(2)
Optimization & Theory
(2)
Architectures
(1)
Domain-Specific
(1)
Keywords
object detection
(5)
domain adaptation
(4)
uncertainty quantification
(2)
self-supervised learning
(2)
dictionary learning
(2)
sparse coding
(2)
group sparsity
(2)
domain shift
(2)
model calibration
(2)
multi-task learning
(1)
semi-supervised learning
(1)
image classification
(1)
convex optimization
(1)
face recognition
(1)
adversarial learning
(1)
data augmentation
(1)
medical imaging
(1)
domain generalization
(1)
visual question answering
(1)
feature learning
(1)
Papers
Uni-Hema: Unified Model for Digital Hematopathology
CVPR 2026
A Large-scale Multi Domain Leukemia Dataset for the White Blood Cells Detection with Morphological Attributes for Explainability
MICCAI 2024
Few-Shot Domain Adaptive Object Detection for Microscopic Images
MICCAI 2024
Improving Single Domain-Generalized Object Detection: A Focus on Diversification and Alignment
CVPR 2024
Cal-DETR: Calibrated Detection Transformer
NeurIPS 2023
Towards Improving Calibration in Object Detection Under Domain Shift
NeurIPS 2022
Towards Low-Cost and Efficient Malaria Detection
CVPR 2022
SSAL: Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection
NeurIPS 2021
EpO-Net: Exploiting Geometric Constraints on Dense Trajectories for Motion Saliency
WACV 2020
Learning from Scale-Invariant Examples for Domain Adaptation in Semantic Segmentation
ECCV 2020
MLSL: Multi-Level Self-Supervised Learning for Domain Adaptation with Spatially Independent and Semantically Consistent Labeling
WACV 2020
Affine-Constrained Group Sparse Coding and Its Application to Image-Based Classifications
ICCV 2013
Block and Group Regularized Sparse Modeling for Dictionary Learning
CVPR 2013