Procedure-aware pretraining for instructional video understanding

H Zhou, R Martín-Martín, M Kapadia… - Proceedings of the …, 2023 - openaccess.thecvf.com
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 …

Efficient online planning and robust optimal control for nonholonomic mobile robot in unstructured environments

Y Hu, W Zhou, Y Liu, M Zeng, W Ding… - … on Emerging Topics …, 2024 - ieeexplore.ieee.org
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 …

United We Stand, Divided We Fall: UnityGraph for Unsupervised Procedure Learning from Videos

S Bansal, C Arora, CV Jawahar - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
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 …

Do language models understand time?

X Ding, L Wang - arXiv preprint arXiv:2412.13845, 2024 - arxiv.org
Large language models (LLMs) have revolutionized video-based computer vision
applications, including action recognition, anomaly detection, and video summarization …

A Deep Learning-based Grasp Pose Estimation Approach for Large-Size Deformable Objects in Clutter

M Yu, Z Li, Z Li, J Liu, T Teng… - 2024 33rd IEEE …, 2024 - ieeexplore.ieee.org
Deformable objects especially large-size de-formable objects grasping is unappreciated but
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 …

[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 …