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워크숍 및 학술대회

Workshop & Conference

워크숍 및 학술대회 상세정보
행사명 2018 Summer Workshop
주제 딥러닝 워크샵
일자 2018-06-27
장소 카카오 제주캠퍼스
교육내용
1) 행사일자 : 2018년 6월 27일 (수) ~ 2018년 6월 29일 (금)
2) 행사내용
  - Learning Semantic Segmentation with Minimum Supervision
  - Memory network and their applications
  - 제주어 프로젝트
  - Speech Synthesis with limited resources
  - ChoiceNet
  - Content-based feature exploration using lyrics and audio signals for music recommendation
  - MRI Compressed Sensing Image Reconstruction with Cyclic Generative Adversarial Networks
  - Robustness and Accuracy Enhancement of Pancreas Segmentation using Domain Adaptation with 3D U-Net between Multi-Center Abdominal CT Scans
  - Comparisons between Human Labels vs Deep Learning based Labels for Pathology
  - Further analysis about the hyperbolic space classifier
  - Multi-structure Segmentation of Hard Tissues,Maxillary Sinus, Mandible, Mandibular Canals in Cone Beam CT of Head and Neck with 3D U-Net
  - N-gram Autoencoder for Multi-level Language Modeling
  - TTS/ASR Training with Cycle Consistency Loss using Fixed Synthesizers
  - Abstractive Summarization of Informal Online Text with Multi-level Memory Networks
  - Decomposable state and action embeddings for exploration and planning
  - Analysis of Stochastic Gradient Descent with Von Mises Fisher Distributions
  - ENT – Simple Mastoidectomy Video Surgery based on Deep Learning
  - Cephalometric X-Ray Line Detection using 2D U-Net
  - Fully Automated Brain Infarct Segmentation using 3D U-Net with Squeeze-and-Excitation Networks in Diffusion Weighted MRI
  - Detecting Hemorrhage and Fracture Regions in Head and Neck CT of Trauma Patient in Emergency Rooms using 3D Convolutional Neural Networks with Strong and Weak Labels
  - Automatic Hepatocellular Carcinoma Lesion Detection on Multi-phase CT Images using Transfer Learning and   Multi-channel Information
  - 코드 기반 음악 생성 및 코드 추출
  - Semantic Aware Image Compression Using GAN
  - Learning from the Users: A Preliminary Study on Content-based Music Similarity Based on User Ratings
  - Deep Non-linear Energy Model, Yookoon Park

















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