Note: We moved the group to workplace. This repo is kept for past reference.

Reading groups are held every Monday 14.00.

• Location: The first floor of the AMI building
• Duration: We try to keep it short, typically one hour

The material of the next and past reading groups will be posted here for easy reference.

Next Topic

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25-11-19 -- DenseRaC: Joint 3D Pose and Shape Estimation by Dense Render-and-Compare

Reading Material

• ICCV 2019 paper
• Supplementary video

Past Topics

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18-11-19 -- Pose2Seg: Detection Free Human Instance Segmentation

Reading Material

• CVPR 2019 paper
• Project page
• Github repo

13-09-18 -- Learning Monocular 3D Human Pose Estimation from Multi-view Images

Reading Material

• CVPR 2018 paper

19-07-18 -- BodyNet: Volumetric Inference of 3D Human Body Shapes

Reading Material

• ECCV 2018 paper
• Project website

12-07-18 -- LSTM Pose Machines

Reading Material

• CVPR 2018 paper

05-07-2018 -- Unsupervised Learning of Depth and Ego-Motion from Monocular Video Using 3D Geometric Constraints

Reading Material

• CVPR 2018 paper
• Project website

28-06-2018 -- Multi-Context Attention for Human Pose Estimation

Reading Material

• CVPR17 Paper (Arxiv link)

21-06-2018 -- More on Attention networks

Reading Material

• Same as the previous + hands on
• The fall of RNN / LSTM (Attention)
• Attention Mechanism - blog
• Awesome List RNNs
• Distill-Attention and Augmented RNNs

07-06-2018 -- More on LSTMs and Attention networks

Reading Material

• The fall of RNN / LSTM (Attention)
• Attention Mechanism - blog
• Awesome List RNNs
• Distill-Attention and Augmented RNNs

24-05-2018 -- LSTMs

A short introduction to LSTMs.

Reading Material

• Original LSTM paper
• Intro tutorial on LSTMs
• Awesome List RNNs

17-05-2018 -- Mask RCNN

Reading Material

• Mark RCNN
• Instance Segmentation with Mask R-CNN and TensorFlow
• DensePose paper

10-05-2018 -- DensePose

Reading Material

• DensePose paper
• DensePose website
• DenseReg paper
• R-CNN
• Fast R-CNN
• Faster R-CNN
• FPN