주제 답변 활동
Deep Learning Outline 1 8월 16, 2017
(YOLO) You Only Look Once: Unifed, Real-Time Object Detection 7 11월 24, 2020
Perf 로 프로파일링 후 코드 최적화하기 1 6월 22, 2020
Half Precision(FP16) Training : Nvidia APEX vs PyTorch 1.6 AMP 1 6월 22, 2020
Mac환경에서 Opencv 3.x 를 python3에서 동작하도록 직접 빌드하기 3 4월 19, 2020
CBAM: Convolutional Block Attention Module 1 2월 10, 2020
(NeurIPS 2019) Invited Talk : From System1 Deep Learning to System2 Deep Learning 1 12월 11, 2019
(NeurIPS 2019) Tutorial - Machine Learning for Computational Biology and Health 1 12월 9, 2019
Processing Megapixel Images with Deep Attention-Sampling Models 1 6월 11, 2019
Manifold Mixup: Better Representations by Interpolating Hidden States 1 6월 11, 2019
Google Cloud Platform 으로 이주하기 1 6월 11, 2019
DetNAS: Neural Architecture Search on Object Detection
NAS
1 4월 1, 2019
Mac 등 환경에 맞게 Tensorflow Build하기 1 2월 25, 2019
AutoAugment: Learning Augmentation Policies from Data 2 2월 11, 2019
(Alexnet) ImageNet Classification with Deep Convolutional Neural Networks 1 8월 30, 2017
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications 1 8월 18, 2017
NCCL을 이용한 Efficient한 Tensorflow MultiGPU Training 코드 작성하기 23 11월 23, 2018
nnU-Net: Self-adapting Framework for U-Net-Based Medical Image Segmentation 1 11월 16, 2018
You only search once: single shot neural architecture search via direct sparse optimization
NAS
1 11월 15, 2018
DOTA: A Large-scale Dataset for Object Detection in Aerial Images 1 11월 14, 2018
Categorical Reparameterization with Gumbel-Softmax 1 10월 29, 2018
CHOPT : Automated Hyperparameter Optimization Framework for Cloud-Based Machine Learning Platforms 1 10월 25, 2018
DARTS: Differentiable Architecture Search
NAS
4 10월 15, 2018
Pyenv & virtualenv & direnv 주요 명령어 정리 2 10월 9, 2018
Understanding and Simplifying One-Shot Architecture Search
NAS
1 10월 5, 2018
Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer 1 9월 24, 2018
(ENAS) Efficient Neural Architecture Search via Parameter Sharing
NAS
1 3월 12, 2018
(NAS) Learning Transferable Architectures for Scalable Image Recognition
NAS
1 3월 12, 2018
Deep Occlusion Reasoning for Multi-Camera Multi-Target Detection 1 8월 26, 2018
(HA-CNN) Harmonious Attention Network for Person Re-Identification 1 9월 14, 2018