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myungsub / TSR-TSD.md
Last active July 7, 2017 07:04

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
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myungsub / nips2015.md
Last active November 26, 2015 05:55
stuffs to look at
  1. Expressing an Image Stream with a Sequence of Natural Sentences
  • Cesc Park, Seoul National University; Gunhee Kim*, Seoul National University
  1. Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks [Paper]
  • Shaoqing Ren, USTC; Kaiming He*, Microsoft Research Asia; Ross Girshick, Microsoft Research; Jian Sun, Microsoft Research Asia
  1. Space-Time Local Embeddings
  • Ke SUN*, University of Geneva; Jun Wang, Expedia, Geneva; Alexandros Kalousis, ; Stephane Marchand-Maillet, University of Geneva
  1. Perceiving Physical Object Properties by Integrating a Physics Engine with Deep Learning
  • Jiajun Wu*, MIT; Ilker Yildirim, MIT; William Freeman, MIT; Josh Tenenbaum, MIT
  1. Inferring Algorithmic Patterns with Stack-Augmented Recurrent Nets [Paper]
  • Armand Joulin*, Facebook AI research; Tomas Mikolov, Facebook AI Research
@myungsub
myungsub / iccv2015.md
Last active May 17, 2017 10:23
upload candidates to awesome-deep-vision

Vision & Language

  • Ask Your Neurons: A Neural-Based Approach to Answering Questions About Images

    • Mateusz Malinowski, Marcus Rohrbach, Mario Fritz

  • Aligning Books and Movies: Towards Story-Like Visual Explanations by Watching Movies and Reading Books

    • Yukun Zhu, Ryan Kiros, Rich Zemel, Ruslan Salakhutdinov, Raquel Urtasun, Antonio Torralba, Sanja Fidler

  • Learning Query and Image Similarities With Ranking Canonical Correlation Analysis

  • Wah Ngo