0. Main Conference

Videos - Main Conference

• Exploring Randomly Wired Neural Networks (Facebook)
• Searching for MobileNetV3 (Google Research)
• A Camera That CNNs: Towards Embedded Neural Networks on Pixel Processor Arrays (Uni of Manchester)

1. Visual Recognition for Images, Video and 3D

Videos - Visual Recognition for Images, Videos and 3D

• On Connectivity for Representation Learning (Saining Xie, Facebook)
• Object Detection and Instance Segmentation
• Detectron 2

2. Visual Object Tracking Challenge (VOT Challenge)

Videos - VOT 2019

• VOT2019 RT (Real-time) Challenge Winner - SiamMargin
• VOT2019 LT (Long-term) Challenge Winner - Long-term tracking by diving videos into successive short episodes (LT_DSE)

3. Interpretable Machine Learning for Computer Vision

Slides - Interpretable Machine Learning for Computer Vision

Videos - Interpretable Machine Learning for Computer Vision

• Understanding Models via Visualization and Attribution (Oxford)
• Understanding Latent Semantics in GANs (CUHK)
• Deep Compositional Networks (JHU)