Mehmet Kerim Yucel

4 papers · 2021–2023 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

WACV (2) CVPR (1) ICCV (1)

Top co-authors

Pinar Duygulu (2) Ramazan Gokberk Cinbis (2) Albert Saà-Garriga (2) Bruno Manganelli (2) Roy Miles (1) Nazli Ikizler-Cinbis (1) Yunus Can Bilge (1) Mete Ozay (1) Valia Dimaridou (1) Anastasios Drosou (1)

Research topics

Machine Learning (4) Application Areas (3) Computer Vision (2) Analysis (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Processing (1)

Keywords

model compression (1) contrastive learning (1) adversarial robustness (1) domain adaptation (1) model robustness (1) weakly supervised learning (1) knowledge distillation (1) face recognition (1) image reconstruction (1) shadow removal (1) shadow detection (1) corruption robustness (1) efficient computing (1) distribution shift (1) attention module (1) real-time inference (1) self attention (1) attention pooling (1) video object segmentation (1) resource-constrained device (1)

Papers

HybridAugment++: Unified Frequency Spectra Perturbations for Model Robustness ICCV 2023 LRA&LDRA: Rethinking Residual Predictions for Efficient Shadow Detection and Removal WACV 2023 MobileVOS: Real-Time Video Object Segmentation Contrastive Learning Meets Knowledge Distillation CVPR 2023 Red Carpet to Fight Club: Partially-Supervised Domain Transfer for Face Recognition in Violent Videos WACV 2021