Skip to content

Instantly share code, notes, and snippets.

View myungsub's full-sized avatar

Myungsub Choi myungsub

View GitHub Profile

Papers from Super SloMo references

  • Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation [Paper]
    • Huaizu Jiang, Deqing Sun, Varun Jampani, Ming-Hsuan Yang, Erik Learned-Miller, Jan Kautz
    • CVPR 2018 (splotlight)
  • Video frame synthesis using deep voxel flow [Paper] [Code]
    • Z. Liu, R. Yeh, X. Tang, Y. Liu, and A. Agarwala.
    • ICCV 2017
  • Video frame interpolation via adaptive separable convolution. [Paper] [Code]
@myungsub
myungsub / TED.md
Last active February 6, 2018 14:24

How I gather all the (research-related) information

  1. Twitter
  2. Facebook
  3. Reddit - Machine Learning subreddit
  4. Arxiv-Sanity
  5. Github
  6. Conference accepted papers list
  7. Conference workshop accepted papers list
  8. Manual wandering of famous blogs

NIPS 2017

  • Temporal Coherency based Criteria for Predicting Video Frames using Deep Multi-stage Generative Adversarial Networks
  • Prototypical Networks for Few-shot Learning
  • Good Semi-supervised Learning That Requires a Bad GAN
  • Neural Discrete Representation Learning
  • Learning Disentangled Representations with Semi-Supervised Deep Generative Models
  • Self-Transfer Learning for Fully Weakly Supervised Object Localization
    • by Sangheum Hwang and Hyo-Eun Kim (both from Lunit)
    • Arxiv:1602, MICCAI 2016
    • Datasets used: KIT(training), Shenzhen(test), MC set(test)
      • Localization annotation is obtained by human clinicians
  • LEARNING TO DIAGNOSE FROM SCRATCH BY EXPLOITING DEPENDENCIES AMONG LABELS [paper]
    • Li Yao, Eric Poblenz, Dmitry Dagunts, Ben Covington, Devon Bernard, Kevin Lyman
    • Arxiv:1710
  • Learning to detect chest radiographs containing lung nodules using visual attention networks [paper]
  • Emanuele Pesce, Petros-Pavlos Ypsilantis, Samuel Withey, Robert Bakewell, Vicky Goh, Giovanni Montana

Github with Mathjax Chrome Extension Test

$$ E = mc^2 $$ I want this equation $ \alpha = \beta + \gamma $ to render correctly

@myungsub
myungsub / cloudSettings
Last active April 10, 2017 12:47
Visual Studio Code Sync Settings Gist
{"lastUpload":"2017-04-10T12:47:54.193Z","extensionVersion":"v2.6.2"}
cjson = require 'cjson'
f = io.open(filename, 'r')
text = f:read()
info = cjson.decode(text)
-- 'info' is a table containing everything
-- info.all_losses
-- info.iter
-- info.loss_history
-- info.results_history

Torch blog - GTSRB w. spatial transformer

  • J. Stallkamp, M. Schlipsing, J. Salmen, and C. Igel, “The german traffic sign recognition benchmark: A multi-class classification competition,” in Proc. IJCNN, 2011, pp. 1453–1460. [Online]
  • J. Stallkamp, M. Schlipsing, J. Salmen, and C. Igel, "Man vs. computer: Benchmarking machine learning algorithms for traffic sign recognition,” Neural Netw., vol. 32, pp. 323–332, Aug. 2012. [Online]

** Recognition **

  • Sermanet, P. and LeCun, Y. (2011). Traffic sign recognition with multi-scale convolutional networks. In Proceedings of the IEEE International Joint Conference on Neural Networks, pages 2809–2813. IEEE Press.
  • Ciresan, D. C., Meier, U., Masci, J., and Schmidhuber, J. (2011). A committee of neural networks for traffic sign classification. In Proceedings of the IEEE Internationa