Weekly Report (2017)

2017-09-01

Week17

2017 0616

Paper Reading

1. Pixel Recursive Super Resolution (Revisit)

2. Pixel Recurrent Neural Networks (Revisit)

3. Accurate, Large Minibatch SGD:Training ImageNet in 1 Hour

project and coding practice

1. add evaluation metric (PSNR, SSIM, Finshed)

2. train a model which can learn resiual.

3. Result

img1

Others

1. dicuss with Peichen about the RRAM accelarate computing.

2. visa for Korea and Italy

Week18

2017 0624

Paper Reading

  1. CrowdNet: A Deep Convolutional Network for Dense Crowd Counting

  2. Cross-Scene Crowd Counting via Deep Convolutional Neural Networks

Project

  1. Crowd Counting (Survey, Data collect, Heat Map Ground Truth generateļ¼Œbaseline model, document)

Weekly Report

2017 0803

Paper Reading

  1. GAN Summary introduced on CVPR17
  2. Coupled Generative Adversarial Networks

Others

  1. Paper writing

    • modify method and experimental parts
    • other experiments (new upsampling operation)

  2. FaceNet project documents reading

  3. DenseNet implementation and debug

2017 0901

Paper Reading

  1. Image Super-Resolution Via Sparse Representation
  2. WHAT DOES IT TAKE TO GENERATE NATURAL TEXTURES?

Others

  1. Paper writing
  2. Reinforcement Learning Tutorial