Organizers: Kaiming He, Ross Girshick, Alex Kirillov, Georgia Gkioxari, Justin Johnson
Description: This tutorial covers topics at the frontier of re-search on visual recognition and its use in higher-level tasks (the beyond). The first three talks cover methods and principles behind image classification, object detection, instance seg-mentation, and semantic segmentation. The final two talks explore newly emerging tasks involving the use of visual recog-nition for action and reasoning.
Schedule:
Learning Deep Representations for Visual Recognition, Kaiming He The Generalized R-CNN Framework for Object Detection, Ross Girshick
Panoptic Segmentation: Unifying Semantic and Instance Segmentations, Alex Kirillov
Embodied Vision, Georgia Gkioxari
TBA, Justin Johnson
