Search Results for author: Kerem Turgutlu

Found 3 papers, 2 papers with code

LayoutBERT: Masked Language Layout Model for Object Insertion

no code implementations30 Apr 2022 Kerem Turgutlu, Sanat Sharma, Jayant Kumar

We demonstrate the effectiveness of our approach for object insertion in the image compositing setting and other settings like documents and design templates.

Language Modelling Object +1

CLIP-Art: Contrastive Pre-training for Fine-Grained Art Classification

2 code implementations Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops 2021 Marcos V. Conde, Kerem Turgutlu

Existing computer vision research in artwork struggles with artwork's fine-grained attributes recognition and lack of curated annotated datasets due to their costly creation.

Attribute Classification +4

Exploring Vision Transformers for Fine-grained Classification

1 code implementation19 Jun 2021 Marcos V. Conde, Kerem Turgutlu

In this work, we propose a multi-stage ViT framework for fine-grained image classification tasks, which localizes the informative image regions without requiring architectural changes using the inherent multi-head self-attention mechanism.

Classification Fine-Grained Image Classification

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