no code implementations • 22 Mar 2024 • Dylan Auty, Krystian Mikolajczyk
In this work, we demonstrate the use of natural language as a source of an explicit prior about the structure of the world.
no code implementations • 21 Mar 2024 • Dylan Auty, Roy Miles, Benedikt Kolbeinsson, Krystian Mikolajczyk
In this setting, cross-task distillation can be used, enabling the use of any teacher model trained on a different task.
1 code implementation • 30 Nov 2022 • Dylan Auty, Krystian Mikolajczyk
While monocular depth estimation (MDE) is an important problem in computer vision, it is difficult due to the ambiguity that results from the compression of a 3D scene into only 2 dimensions.
1 code implementation • 21 Apr 2022 • Dylan Auty, Krystian Mikolajczyk
Part of the MDE task is, therefore, to learn which visual cues in the image can be used for depth estimation, and how.