Muhammet Bastan
4 papers · 2022–2025 · 2 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (2) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
WACV (3)
CVPR (1)
Top co-authors
Keywords
unsupervised learning
(1)
representation learning
(1)
semantic segmentation
(1)
metric learning
(1)
semi-supervised learning
(1)
image retrieval
(1)
hierarchical classification
(1)
similarity learning
(1)
information retrieval
(1)
multimodal learning
(1)
hierarchical clustering
(1)
label noise
(1)
multimodal retrieval
(1)
deep metric learning
(1)
generative retrieval
(1)
confidence estimation
(1)
query augmentation
(1)
proxy-based loss
(1)
proxy-based learning
(1)
co-salient object detection
(1)
Papers
GENIUS: A Generative Framework for Universal Multimodal Search
CVPR 2025
Unsupervised and Semi-Supervised Co-Salient Object Detection via Segmentation Frequency Statistics
WACV 2024
ProcSim: Proxy-Based Confidence for Robust Similarity Learning
WACV 2024
Hierarchical Proxy-Based Loss for Deep Metric Learning
WACV 2022