Augustin Harter
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View article: YOLO: You Only Look 10647 Times
YOLO: You Only Look 10647 Times Open
With this work we are explaining the "You Only Look Once" (YOLO) single-stage object detection approach as a parallel classification of 10647 fixed region proposals. We support this view by showing that each of YOLOs output pixel is attent…
View article: Towards robust and domain agnostic reinforcement learning competitions
Towards robust and domain agnostic reinforcement learning competitions Open
Reinforcement learning competitions have formed the basis for standard research benchmarks, galvanized advances in the state-of-the-art, and shaped the direction of the field. Despite this, a majority of challenges suffer from the same fun…
View article: Solving Physics Puzzles by Reasoning about Paths
Solving Physics Puzzles by Reasoning about Paths Open
We propose a new deep learning model for goal-driven tasks that require intuitive physical reasoning and intervention in the scene to achieve a desired end goal. Its modular structure is motivated by hypothesizing a sequence of intuitive s…