This is a summary of weekly paper reading seminar from the EdgeAI Group, ICT CAS.

The PPT will be updated each week.

Paper Index

• 20190927 KeluYao

  • The paper: Interpreting CNN Knowledge via an ExplanatoryGraph

• 20191011 FeiSun

  • The paper: PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

• 20191018 KangYang

  • Paper 1: Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding
  • Paper 2: Pruning Filters for Efficient ConvNets
  • Paper 3: Learning Efficient Convolutional Networks through Network Slimming
  • Paper 4: Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
  • Paper 5: Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration

• 20191025 Jianrong Xu

  • The Paper: ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression | Code

• 20191101 Yangchu Yan

  • The Paper: MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning

• 20191108 Yuzhu Mei

  • The Paper: A Survey of Virtual Machine Management in Edge Computing

• 20191129 Ying Chen

  • The Paper: Learning Efficient Object Detection Models with Knowledge Distillation