Deep learning approaches to grasp synthesis: A review

R Newbury, M Gu, L Chumbley… - IEEE Transactions …, 2023 - ieeexplore.ieee.org
Gras** is the process of picking up an object by applying forces and torques at a set of
contacts. Recent advances in deep learning methods have allowed rapid progress in robotic …

RGB-T image analysis technology and application: A survey

K Song, Y Zhao, L Huang, Y Yan, Q Meng - Engineering Applications of …, 2023 - Elsevier
Abstract RGB-Thermal infrared (RGB-T) image analysis has been actively studied in recent
years. In the past decade, it has received wide attention and made a lot of important …

Open x-embodiment: Robotic learning datasets and rt-x models

A O'Neill, A Rehman, A Gupta, A Maddukuri… - ar**_via_Learning_Diverse_Proposal_Generation_CVPR_2023_paper.pdf" data-clk="hl=el&sa=T&oi=gga&ct=gga&cd=5&d=5620929445638547528&ei=JwmqZ6DQENqQieoPw82v0AY" data-clk-atid="SKjRwoyNAU4J" target="_blank">[PDF] thecvf.com

Unidexgrasp: Universal robotic dexterous gras** via learning diverse proposal generation and goal-conditioned policy

Y Xu, W Wan, J Zhang, H Liu, Z Shan… - Proceedings of the …, 2023 - openaccess.thecvf.com
In this work, we tackle the problem of learning universal robotic dexterous gras** from a
point cloud observation under a table-top setting. The goal is to grasp and lift up objects in …

Capturing and inferring dense full-body human-scene contact

CHP Huang, H Yi, M Höschle… - Proceedings of the …, 2022 - openaccess.thecvf.com
Inferring human-scene contact (HSC) is the first step toward understanding how humans
interact with their surroundings. While detecting 2D human-object interaction (HOI) and …

Human-to-robot imitation in the wild

S Bahl, A Gupta, D Pathak - arxiv preprint arxiv:2207.09450, 2022 - arxiv.org
We approach the problem of learning by watching humans in the wild. While traditional
approaches in Imitation and Reinforcement Learning are promising for learning in the real …

X-avatar: Expressive human avatars

K Shen, C Guo, M Kaufmann… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present X-Avatar, a novel avatar model that captures the full expressiveness of digital
humans to bring about life-like experiences in telepresence, AR/VR and beyond. Our …

Understanding human hands in contact at internet scale

D Shan, J Geng, M Shu… - Proceedings of the IEEE …, 2020 - openaccess.thecvf.com
Hands are the central means by which humans manipulate their world and being able to
reliably extract hand state information from Internet videos of humans engaged in their …