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Domain Adaptation Through Task Distillation

27 Aug 2020 • Brady Zhou • Nimit Kalra • Philipp Krähenbühl

Deep networks devour millions of precisely annotated images to build their complex and powerful representations. Unfortunately, tasks like autonomous driving have virtually no real-world training data... (read more)

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AUTONOMOUS DRIVING

DOMAIN ADAPTATION

Datasets

ImageNet

COCO

Cityscapes

SYNTHIA

CARLA

nuScenes

Make3D

Taskonomy

VizDoom

AI2-THOR

Objects365

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METHOD	TYPE
CARLA	Video Game Models

Domain Adaptation Through Task Distillation

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