Paper Review. You Only Look Once_Unified, real-time object detection@CVPR’ 2016
Paper link Abstract Introduction YOLO Experiments Conclusions & Reviews 1-stage 방법을 사용해 FPS에 대해 SOTA 성능을 달성하였고, 성능면에서도 준수한 성과를 거두었다. ...
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Paper Review. Style Transfer Using Convolutional Neural Networks@CVPR’ 2016
Paper link Introduction Style Transfer Experiments Conclusions & Reviews 당시 이미지에 style을 입히는 새로운 task에 시작을 알렸다. 이번 30주년 과제에 사용하는 style transfer를 이해하는데 ...
Paper Review. SmokeNet_Satellite Smoke Scene Detection Using Convolutional Neural Network with Spatial and Channel-Wise Attention@MDPI Sensors’ 2019
Paper link Abstract Introduction SmokeNet USTC_SmokeRS Experiments Conclusions & Reviews 위성 이미지 Smoke Detection을 위한 새로운 데이터 셋을 구축하였음. 여러가지 at...
Paper Review. Unified Vision Language Pre-Training for Image Captioning and VQA@AAAI’ 2020
Paper link Abstract Introduction Related Work Vision Language Pre training Experiments Conclusions & Reviews Image captioning과 VQA tasks들에 적용할 수 있는 Unifi...
Paper Review. OneShot Global Localization_Instant LiDAR-Visual Pose Estimation”@ICRA’ 2020
Paper link Introduction Related Work LiDAR Localization Experiments Conclusions & Reviews This paper presented OneShot, a global localization algorithm based on sp...
Paper Review. Progressive Growing of GANs for Improved Quality, Stability, and Variation@arXiv’ 2018
Paper link Introduction Pregressive Growing of GANs Normalization in generator and discriminator Experiments Conclusions & Reviews 낮은 해상도에서부터 ...
Paper Review. BERT_Pretraining of Deep Bidirectional Transformers for Language Understanding@NAACL' 2019
Paper link Abstract Background BERT Experiments Conclusions & Reviews bidirectional 구조를 일반화시켜 Pre training 된 모델이 광범위한 NLP 작업을 성공적으로 처리할 수 있도...
Study. Trend Analysis. 2020(ICCV, ECCV, CVPR)
code link Conference ICCV2019, ECCV2020, CVPR2020 Unigram Bigram Trigram
Paper Review. Graph Attention Networks@ICLR' 2018
Paper link Abstract Attention Graph Neural Networks Graph Attention Networks Experiments Conclusions & Reviews Attenti...
Study. Xavier Derivation
Xavier Derivation