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Deep Learning Outline
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1
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8월 16, 2017
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Perf 로 프로파일링 후 코드 최적화하기
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1
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6월 22, 2020
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Half Precision(FP16) Training : Nvidia APEX vs PyTorch 1.6 AMP
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1
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6월 22, 2020
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Mac환경에서 Opencv 3.x 를 python3에서 동작하도록 직접 빌드하기
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3
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4월 19, 2020
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CBAM: Convolutional Block Attention Module
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1
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2월 10, 2020
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(YOLO) You Only Look Once: Unifed, Real-Time Object Detection
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6
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1월 28, 2020
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(NeurIPS 2019) Invited Talk : From System1 Deep Learning to System2 Deep Learning
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1
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12월 11, 2019
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(NeurIPS 2019) Tutorial - Machine Learning for Computational Biology and Health
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1
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12월 9, 2019
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Processing Megapixel Images with Deep Attention-Sampling Models
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1
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6월 11, 2019
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Manifold Mixup: Better Representations by Interpolating Hidden States
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1
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6월 11, 2019
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Google Cloud Platform 으로 이주하기
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1
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6월 11, 2019
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DetNAS: Neural Architecture Search on Object Detection
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1
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4월 1, 2019
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Mac 등 환경에 맞게 Tensorflow Build하기
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1
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2월 25, 2019
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AutoAugment: Learning Augmentation Policies from Data
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2
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2월 11, 2019
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(Alexnet) ImageNet Classification with Deep Convolutional Neural Networks
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1
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8월 30, 2017
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MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
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1
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8월 18, 2017
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NCCL을 이용한 Efficient한 Tensorflow MultiGPU Training 코드 작성하기
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23
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11월 23, 2018
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nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation
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1
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11월 16, 2018
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You only search once: single shot neural architecture search via direct sparse optimization
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1
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11월 15, 2018
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DOTA: A Large-scale Dataset for Object Detection in Aerial Images
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1
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11월 14, 2018
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Categorical Reparameterization with Gumbel-Softmax
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1
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10월 29, 2018
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CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms
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1
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10월 25, 2018
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DARTS: Differentiable Architecture Search
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4
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10월 15, 2018
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Pyenv & virtualenv & direnv 주요 명령어 정리
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2
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10월 9, 2018
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Understanding and Simplifying One-Shot Architecture Search
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1
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10월 5, 2018
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Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer
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1
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9월 24, 2018
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(ENAS) Efficient Neural Architecture Search via Parameter Sharing
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1
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3월 12, 2018
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(NAS) Learning Transferable Architectures for Scalable Image Recognition
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1
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3월 12, 2018
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Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection
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1
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8월 26, 2018
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(HA-CNN) Harmonious Attention Network for Person Re-Identification
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1
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9월 14, 2018
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