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IR Tutorial ICCV 2017 Tutorial on Instance-level Visual Recognition Venice, Italy Oct 22nd, 2017 Speakers Georgia Gkioxari FAIR Ross Girshick FAIR Kaiming He FAIR Justin Johnson Stanford Jifeng Dai MSRA Piotr Dollàr FAIR Overview The purpose of this tutorial is to discuss the recent advances on instance-level recognition. We will cover in detail the most recent work on object detection, instance segmentation and human pose prediction from a single image. Going beyond single images, we will show the most recent progress in video object understanding. Finally, we will present how instance-level recognition can benefit tasks such as human-object interactions, visual relationships and instance-level reasoning. Schedule 14:00 - 14:10 . Welcome and Overview. slides 14:10 - 14:50 . Talk 1: The Generalized R-CNN Framework for Object Detection by Ross Girshick slides 14:50 - 15:20 . Talk 2: Mask R-CNN: A Perspective on Equivariance by Kaiming He...
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