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I earned my BS degree in Computer Science and Data Science at the University of Wisconsin-Madison. I am currently pursuing my MS degree in AI at KAIST AI.

I am broadly interested in Computer Vision, Machine Learning, Open Vocabulary, and Object Detection/Segmentation. The main objective of my study is to build a reliable, efficient, and expansive AI/ML system for sustainable development.

AI Paper in Computer Vision

[논문분석] Saliency as Pseudo-Pixel Supervision for Weakly and Semi-Supervised Semantic Segmentation (PAMI 2023) 2023.12.04 AIPaperCV Computer Vision EPS++ EPS Semi-supervised Learning CAM Weakly-supervised Learning

[논문분석] Segment Anything (ICCV 2023) 2023.12.03 AIPaperCV Computer Vision Semantic Segmentation

[논문분석] Learning Transferable Visual Models From Natural Language Supervision (ICMR 2021) 2023.12.03 AIPaperCV CLIP Computer Vision Contrastive Learning

[논문분석] Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation (CVPR 2018) 2023.12.03 AIPaperCV AffinityNet CAM Computer Vision Weakly Supervised Semantice Segmentation

[논문분석] Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization (ICCV 2017) 2023.12.01 AIPaperCV CAM Computer Vision Grad-CAM Object Localization

[논문분석] Entropy regularization for weakly supervised object localization (PRL 2023) 2023.12.01 AIPaperCV CAM Computer Vision Entropy Object Localization Weakly-supervised Learning

[논문분석] Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation (CVPR 2021) 2023.11.29 AIPaperCV CAM Computer Vision EPS Weakly-supervised Learning

[논문분석] PETR: Position Embedding Transformation for Multi-View 3D Object Detection (ECCV, 2022) 2023.08.03 AIPaperCV 3D Object Detection Computer Vision Transformer

[논문 분석] DETR3D (CoRL 2021) 2023.08.02 AIPaperCV Camera-based 3D Object Detection Computer Vision Transformer

[논문 분석] Vision Transformer With Deformable Attention (CVPR 2022) 2023.07.28 AIPaperCV Computer Vision Deformable Attention Transformer ViT

[논문 분석] Swin Transformer (ICCV 2021) 2023.07.28 AIPaperCV Computer Vision Swin Transformer Transformer

[논문 분석] Deformable DETR (ICLR 2021) 2023.07.23 AIPaperCV Computer Vision DETR Object Detection Transformer

[논문 분석] RCNN 2023.07.16 AIPaperCV Computer Vision Object Detection RCNN

[논문 분석] Fast RCNN 2023.07.16 AIPaperCV Computer Vision Fast RCNN Object Detection

[논문 분석] AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE 2023.07.16 AIPaperCV Computer Vision Vision Transformer ViT

[논문분석] 2023.02.07 AIPaperCV Computer Vision Weakly-supervised Learning

[논문분석] 2022.12.03 AIPaperCV Computer Vision Weakly-supervised Learning

[논문 분석] End-to-End Object Detection with Transformers (ECCV 2020) 2022.10.23 AIPaperCV Computer Vision Object Detection Transformer

[논문 분석] Generative Adversarial Nets, GAN (NIPS 2014) 2022.08.23 AIPaperCV GAN Generative Models

[논문 분석] Learning loss for active learning (CVPR 2019) 2022.08.01 AIPaperCV Active Learning CVPR CV