| 년도 |
학기 |
학수번호 |
과목명 |
|
| 2023 |
Fall |
ECE704 |
영상이해특론 – Syllabus BBS |
| – |
– |
– |
– |
|
| 2023 |
Spring |
ECE629 |
랜덤신호분석 – Syllabus |
|
| – |
– |
– |
– |
|
| 2022 |
Fall |
ECE705 |
컴퓨터비젼특론: Transformer, BERT, GPT-3, ViT, CLIP, MixSTE, Swin, (deformable) DETR, TrackFormer, AlphaTensor |
|
| – |
– |
– |
– |
|
| 2022 |
Spring |
ECE503 |
패턴인식특론: Graphical neural net (node embedding, anonymous walk, messaging, invariant/equivariant, identiy aware), Word embedding, Attention for routing |
|
| – |
– |
– |
– |
|
| 2021 |
Fall |
ECE733 |
신호처리특론I: Machine learning with signal processing, Applied Stochastic Differential Equations (ODE, Ito calculus, FPK, filtering and smoothing, etc) by Simo Sarkka and Arno Solin |
|
| – |
– |
– |
– |
|
| 2021 |
Spring |
ECE734 |
신호처리특론II: Representation learning withour lables, (BiGAN, GQN, NeRF, 3D, variational inference, PIFu, SPIRAL, occupancy net, SimCLR, transformer, iGPT) |
|
| – |
– |
– |
– |
|
| 2020 |
Fall |
ECE704 |
영상이해특론: visual SLAM (3D photography, bundel adjustment, pose graph optimization, D3VO, Direct SLAM, virtual stereo odometry, DVSO, maginalization) |
|
| – |
– |
– |
– |
|
| 2019 |
Spring |
ECE503 |
패턴인식특론: Adversarial Robustness, Visualization for Machine Learning, VAE/VLAE, posterior collapse, ELBO, Probabilistic U-Net, GAN, DCGAN, Adversarial Variational Bayes, BicycleGAN, Unsupervised Deep Learning |
|
| – |
– |
– |
– |
|
| 2018 |
Fall |
ECE705 |
컴퓨터비젼특론: SVM, Batch normalization, Bayesian inference, Local reparameterization, Bayesian deep learning, Reinforcement learning |
|
| – |
– |
– |
– |
|
| 2018 |
Spring |
ECE733 |
신호처리특론I: Sampling, EM, Matrix Capsules, Reinforcement learning |
|
| – |
– |
– |
– |
|
| 2017 |
Fall |
ECE622 |
비선형신호처리: Generative models (VAE), RNN, Meta learning |
|
| – |
– |
– |
– |
|
| 2017 |
Spring |
ECE633 |
통계영상처리: CNN, RNN, Generative models, Reinforcement learning |
|
| – |
– |
– |
– |
|
| 2016 |
Fall |
ECE506 |
고급디지털신호처리: Machine learning and graphical models, Deep networks |
|
| – |
– |
– |
– |
|
| 2016 |
Spring |
ECE704 |
영상이해특론: Neural Networks for machine learning |
|
| – |
– |
– |
– |
|
| 2015 |
Fall |
ECE734 |
신호처리특론: Introduction to deep learning |
|
| – |
– |
– |
– |
|
| 2015 |
Spring |
ECE705 |
컴퓨터비젼특론: Computer vision (models, learning and inference), Part III |
|
| – |
– |
– |
– |
|
| 2014 |
Fall |
ECE622 |
비선형신호처리: Bayesian reasoning and machine learning, Part III |
|
| – |
– |
– |
– |
|
| 2014 |
Spring |
ECE629 |
랜덤신호분석: Bayesian reasoning and machine learning, Part II |
|
| – |
– |
– |
– |
|
| 2013 |
Fall |
ECE621 |
멀티미디어통신: Bayesian reasoning and machine learning, Part I |
|
| – |
– |
– |
– |
|
| 2013 |
Spring |
ECE733 |
신호처리특론 I: Computer vision (models, learning and inference), Part II |
|
| – |
– |
– |
– |
|
| 2012 |
Fall |
ECE705 |
Advanced Topics in Computer Vision: Computer vision (models, learning and inference), Part I |
|
| – |
– |
– |
– |
|
| 2010 |
Spring |
EKE771 |
신호처리특론 I |
|
| 2010 |
Fall |
EKE570 |
고급디지털신호처리 |
|
| 2009 |
Fall |
EKE772 |
신호처리특론 Ⅱ |
|
| 2008 |
Fall |
KEEE673 |
Pattern Recognition |
|
| 2007 |
Spring |
EKE670 |
고급디지털영상처리 |
|
| 2007 |
Fall |
ITH514 |
멀티미디어공학 |
|
| 2006 |
Spring |
KEK771 |
신호처리특론 I |
|
| 2005 |
Spring |
ERE633 |
고급영상처리 |
|
| 2005 |
Fall |
ITH514 |
Multimedia Engineering |
|
| 2001 |
Spring |
ERE631 |
고급디지탈신호처리 |
|
| 2000 |
Spring |
GEC709 |
Pattern Recognition |
|
| 2000 |
Spring |
ITI522 |
Multimedia |
|
| 2000 |
Spring |
GEC308 |
영상처리 특수연구 |
|
| 2000 |
Fall |
ERE633 |
영상처리 |
|
