PR12 딥러닝 논문읽기 모임
70 videos • 112,749 views • by Sung Kim
1
PR000: 논문 읽기 각오를 다집니다.
Sung Kim
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PR-001: Generative adversarial nets by Jaejun Yoo (2017/4/13)
Sung Kim
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3
PR-002: Deformable Convolutional Networks (2017)
Terry TaeWoong Um
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PR-003:Learning phrase representations using RNN encoder-decoder for statistical machine translation
KB K
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PR-004: Image Super-Resolution Using Deep Convolutional Networks
Taegyun Jeon
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6
PR-005: Playing Atari with Deep Reinforcement Learning (NIPS 2013 Deep Learning Workshop)
Sung Kim
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7
PR-006: Neural Turing Machine
Suh Kiho
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PR-007: Deep Photo Style Transfer
Sung Kim
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9
PR-009: Distilling the Knowledge in a Neural Network (Slide: English, Speaking: Korean)
YoungJae
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10
PR-010: Auto-Encoding Variational Bayes, ICLR 2014
khanrc
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PR-011: Spatial Transformer Networks
Jiyang
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PR-012: Faster R-CNN : Towards Real-Time Object Detection with Region Proposal Networks
JinWon Lee (DeepTube)
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13
PR-013: Domain Adversarial Training of Neural Network
Jaejun Yoo
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14
PR-014: On Human Motion Prediction using RNNs (2017)
Terry TaeWoong Um
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15
PR-015:Convolutional Neural Networks for Sentence Classification
KB K
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16
PR-016: You only look once: Unified, real-time object detection
Taegyun Jeon
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17
PR-017: Neural Architecture Search with Reinforcement Learning
Suh Kiho
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PR-018: A Simple Neural Network Module for Relational Reasoning (DeepMind)
Sung Kim
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19
PR-019: Continuous Control with Deep Reinforcement Learning
Seungil Kim
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PR-020: Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Jiyang
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PR-021: Batch Normalization (language: korean)
YoungJae
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PR-022: InfoGAN (OpenAI)
khanrc
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PR-023: YOLO9000: Better, Faster, Stronger
JinWon Lee (DeepTube)
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PR-024: Pixel Recurrent Neural Network
Jaejun Yoo
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PR-026: Notes for CVPR Machine Learning Session
Taegyun Jeon
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26
PR-025: Learning with side information through modality hallucination (2016)
Terry TaeWoong Um
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27
PR-027:GloVe - Global vectors for word representation
KB K
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28
PR-028: Densely Connected Convolutional Networks (CVPR 2017, Best Paper Award) by Gao Huang et al.
Sung Kim
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29
PR-029: Apprenticeship Learning via Inverse Reinforcement Learning
Suh Kiho
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30
PR-030: Photo-Realistic Single Image Super Resolution Using a Generative Adversarial Network
Seungil Kim
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PR-031: Learning to learn by gradient descent by gradient descent
khanrc
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32
PR-032: Deep Visual-Semantic Alignments for Generating Image Descriptions
Jiyang
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PR-033: PVANet: Lightweight Deep Neural Networks for Real-time Object Detection
JinWon Lee (DeepTube)
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PR-034: Inception and Xception
Jaejun Yoo
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PR-035: Understanding Black-box Predictions via Influence Functions (2017)
Terry TaeWoong Um
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36
PR-036: Learning to Remember Rare Events
Taegyun Jeon
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PR-037: Ask me anything: Dynamic memory networks for natural language processing
KB K
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38
PR-038: Explaining and Harnessing Adversarial Examples
Suh Kiho
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39
PR-039: Dropout as a Bayesian approximation
khanrc
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PR-040: WaveNet - A Generative Model for Raw Audio
Seungil Kim
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PR-041: Show and Tell: A Neural Image Caption Generator
Jiyang
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PR-042: Adam: A Method for Stochastic Optimization
Ji-Hoon Kim
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PR-043: HyperNetworks
taesu
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PR-044: MobileNet
JinWon Lee (DeepTube)
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PR-045: DeepLab: Semantic Image Segmentation
Taeoh Kim
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PR-046: Deep Knowledge Tracing
BayLearn
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PR047: Learning Deep Features for Discriminative Localization
이광희
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48
PR-048: Towards Principled Methods for Training Generative Adversarial Networks
Ji-Hoon Kim
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PR-049: Attention is All You Need
Suh Kiho
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50
PR-050: Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting
Taegyun Jeon
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51
PR-051: Conditional Generative Adversarial Nets
Seungil Kim
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[Private video]
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53
PR-053: Grad-CAM: Visual Explanations from Deep Networks via Gradient-based Localization
taesu
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54
PR-054: ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
JinWon Lee (DeepTube)
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55
PR-055: Neural Machine Translation by Jointly Learning to Align and Translate
Jiyang
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56
PR-056: Capsule Network
Jaejun Yoo
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PR-057: Mask R-CNN
Taeoh Kim
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58
PR-058: The Consciousness Prior
BayLearn
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PR-059: Style Transfer from Non-Parallel Text by Cross-Alignment
Suh Kiho
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PR-060: Deep Neural Networks for YouTube Recommendations
KB K
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PR-061: Understanding Deep Learning Requires Rethinking Generalization
Jaejun Yoo
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PR-062: Deep Learning: A Critical Appraisal (2018)
Terry TaeWoong Um
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PR-063 Peephole: Predicting Network Performance Before Training
Taegyun Jeon
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PR-064: Wide&Deep Learning for Recommender Systems
KB K
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PR-065 : High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs
이광희
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PR-066: Don't decay the learning rate, increase the batch size
khanrc
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PR-067: Audio Super Resolution using Neural Nets
Seungil Kim
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PR-169: EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
JinWon Lee (DeepTube)
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[선형대수학] 0강. 수학의 절반. 선형대수
이상엽Math
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70
[Deleted video]
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