vinayakpahalwan7 / dl_study_with_gluon_2nd

Deep learning study in Gluon 2nd edition

Deep Learning Study with Gluon 2nd

Deep learning to learn while making

Schedule

Topic	Date/Time	Location	Presentor
Discuss the topic	3/21,14:00
relational network, introduction to convolution for NLP	3/27, 12:00	분석실	seujung, haven-jeon
capsule network, intro to rl_trader	4/5, 11:40	지하2층 E 회의실	kionkim, macnt2a
generative_adversarial_network	4/12, 12:00	B2 H회의실	chococig25
starGAN	4/19, 12:00	B2 H회의실	jinyipark582
End-To-End Memory Networks	4/26, 12:00	B2 H회의실	soeque1
VQA:MUTAN	5/3, 12:00	B2 H회의실	soohwanjo
Anomaly Detection	5/10, 12:00	B2 H회의실	haven-jeon
LM-LSTM-CRF Model paper review	5/17, 11:40	삼화타워 3층	haven-jeon
WGAN	5/24, 12:00	B2 H회의실	kionkim
WaveNet	5/31, 12:00	B2 H회의실	seujung
QA with external embedding	6/7, 12:00	B2 H회의실	soeque1
dcgan, cyclegan	6/21, 12:00	31층	chococig25
Introduction to Few-Show learning	7/5, 12:00	TBD	seujung

Subject

• NLP(Natural Language Processing)
  • haven-jeon, sequence labeling
• HPO(Hyper Pamater Optimizer)
  • kionkim
• Capsule Network
  • kionkim
• Reinforcement Learning for finance
  • macnt2a
• VQA(Visual Question Answering)
  • soohwanjo
• GAN(Generative Adversarial Nets)
  • chococig25, jinyipark582, kionkim
• TTS(Text To Speech)
  • seujung
• QA(Question & Answer)
  • soeque1

Topic

• QA

  • relational network(@seujung)
  • End-to-End Memory Network(@soeque1)

• VQA

  • MUTAN:Multimodal Tucker Fusion for VQA(@soohwanjo)

• GAN

  • origin GAN(@chococig25)
  • dcGAN(@chococig25)
  • cycleGAN(@chococig25)
  • starGAN (@jinyipark582)
  • WGAN(@kionkim)

• meta learning

  • SNAIL
  • Matching-network

• etc

  • capsule network(@kionkim)