Procedure-aware pretraining for instructional video understanding
Our goal is to learn a video representation that is useful for downstream procedure
understanding tasks in instructional videos. Due to the small amount of available …
understanding tasks in instructional videos. Due to the small amount of available …
Efficient online planning and robust optimal control for nonholonomic mobile robot in unstructured environments
In complex environments where occupied and unknown areas exceed the free space, it is
essential for robots to utilize efficient methods for environmental perception, trajectory …
essential for robots to utilize efficient methods for environmental perception, trajectory …
United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos
Given multiple videos of the same task, procedure learning addresses identifying the key-
steps and determining their order to perform the task. For this purpose, existing approaches …
steps and determining their order to perform the task. For this purpose, existing approaches …
A Deep Learning-based Grasp Pose Estimation Approach for Large-Size Deformable Objects in Clutter
Deformable objects especially large-size de-formable objects grasping is unappreciated but
widespread in industrial applications (eg, clothes recycling). While it encounters several …
widespread in industrial applications (eg, clothes recycling). While it encounters several …
BioVL2 データセット: 生化学分野における一人称視点の実験映像への言語アノテーション
西村太一, 迫田航次郎, 牛久敦, 橋本敦史… - 自然言語処理, 2022 - jstage.jst.go.jp
抄録 本論文では, 生化学分野における一人称の実験映像データセットである BioVL2
データセットを提案する. BioVL2 データセットは生化学における 4 種類の基本的実験に対し …
データセットを提案する. BioVL2 データセットは生化学における 4 種類の基本的実験に対し …
[引用][C] Vision-Guided Grasping Policy Learning from Demonstrations for Robotic Manipulators
L Jiang, F Wang, Y Liu - International Journal of Artificial …, 2024 - World Scientific
The integration of robotics into domestic environments poses significant challenges due to
the dynamic and varied nature of these settings. This paper introduces a new framework that …
the dynamic and varied nature of these settings. This paper introduces a new framework that …