Ildoo Kim

5 papers · 2019–2021 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🧭 Keyword Pioneer

Venues

CVPR (2) NeurIPS (2) ICML (1)

Top co-authors

Sungwoong Kim (4) Taesup Kim (1) Bokyung Son (1) Wuhyun Shin (1) Sungbin Lim (1) Byungseok Roh (1) Chiheon Kim (1) Younghoon Kim (1) Woonhyuk Baek (1) Wonjae Kim (1)

Research topics

Computer Vision (4) Deep Learning (4) Machine Learning (4) Analysis (4) Learning Types · Machine Learning (3) Techniques (3) Application Areas (2) Learning Types · Deep Learning (2) Architectures (1) Core AI (1) Core Methods (1)

Keywords

image classification (3) data augmentation (2) object detection (2) multimodal learning (1) neural architecture search (1) image recognition (1) convolutional neural network (1) vision-language pre-training (1) feature aggregation (1) automatic search (1) geometric transformation (1) self-supervised representation learning (1) global average pooling (1) vision-language transformer (1) spatial consistency (1) test-time augmentation (1) spatial attention (1) localization task (1) augmentation policy (1) density matching (1)

Papers

Spatially Consistent Representation Learning CVPR 2021 ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision ICML 2021 Learning Loss for Test-Time Augmentation NeurIPS 2020 Spatially Attentive Output Layer for Image Classification CVPR 2020 Fast AutoAugment NeurIPS 2019