Muhammad Zaigham Zaheer
6 papers · 2020–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Academic Marathon (6) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Cross-Pollinator
(15)
Conferences
CVPR (3)
WACV (2)
ECCV (1)
Top co-authors
Research topics
Keywords
video anomaly detection
(3)
one-class classification
(2)
diffusion model
(2)
unsupervised learning
(2)
anomaly detection
(1)
weakly supervised learning
(1)
data augmentation
(1)
image reconstruction
(1)
hierarchical clustering
(1)
fine-grained classification
(1)
privacy-preserving learning
(1)
novelty detection
(1)
distributed training
(1)
collaborative learning
(1)
generative model
(1)
generative adversarial network
(1)
reconstruction loss
(1)
lora adapter
(1)
anomaly segmentation
(1)
lesion detection
(1)
Papers
A Multi-Agent Diffusion Approach for MRI Anomaly Segmentation via Modality-Specific LoRA Specialization
WACV 2026
DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models
CVPR 2024
Collaborative Learning of Anomalies with Privacy (CLAP) for Unsupervised Video Anomaly Detection: A New Baseline
CVPR 2024
A Coarse-To-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection
WACV 2024
Old Is Gold: Redefining the Adversarially Learned One-Class Classifier Training Paradigm
CVPR 2020
CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection
ECCV 2020