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Computer Vision

Object Recognition

  • Recurrent Convolutional Neural Networks for Scene Labeling, ICML 2014 [Paper]
  • Recurrent Convolutional Neural Network for Object Recognition, CVPR 2015 [Paper]
  • Scene Labeling with LSTM Recurrent Neural Networks, CVPR 2015 [Paper]
  • Recurrent Convolutional Neural Networks for Object-Class Segmentation of RGB-D Video, IJCNN 2015 [Paper]
  • Conditional Random Fields as Recurrent Neural Networks, arXiv:1502.03240 [Paper]
  • Semantic Object Parsing with Local-Global Long Short-Term Memory, arXiv:1511.04510 [Paper]
  • Inside-Outside Net: Detecting Objects in Context with Skip Pooling and Recurrent Neural Networks, arXiv:1512.04143 / ICCV 2015 workshop [Paper]

Visual Tracking

  • First Step toward Model-Free, Anonymous Object Tracking with Recurrent Neural Networks, arXiv:1511.06425 [Paper]

Image Generation

  • DRAW: A Recurrent Neural Network for Image Generation, ICML 2015 [Paper]
  • Unveiling the Dreams of Word Embeddings: Towards Language-Driven Image Generation, arXiv:1506.03500 [Paper]
  • Generative Image Modeling Using Spatial LSTMs, arXiv:1506.03478 / NIPS 2015 [Paper]
  • Pixel Recurrent Neural Networks, arXiv:1601.06759 [Paper]

Video Analysis

  • Univ. Toronto [paper]
    • Unsupervised Learning of Video Representations using LSTMs, arXiv:1502.04681 / ICML 2015
  • Univ. Cambridge [paper]
    • Spatio-temporal video autoencoder with differentiable memory, arXiv:1511.06309