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Jingyi Feng

3 accepted papers

2026

RoboWheel: A Data Engine from Real-World Human Demonstrations for Cross-Embodiment Robotic Learning

CVPR 2026

We introduce Robowheel, a data engine that converts human hand-object interaction (HOI) videos into training-ready supervision for cross-morphology robotic learning. From monocular RGB/RGB-D inputs, we perform high-precision HOI reconstruction and enforce physical plausibility via a reinforcement le

Cited by 0SourceScholar
2024

LiDAR-based HD Map Localization using Semantic Generalized ICP with Road Marking Detection

IROS 2024poster

In GPS-denied scenarios, a robust environmental perception and localization system becomes crucial for autonomous driving. In this paper, a LiDAR-based online localization system is developed, incorporating road marking detection and registration on a high-definition (HD) map. Within our system, a r…

Cited by 2SourceScholar
2023

Prototypes-oriented Transductive Few-shot Learning with Conditional Transport

ICCV 2023poster

Transductive Few-Shot Learning (TFSL) has recently attracted increasing attention since it typically outperforms its inductive peer by leveraging statistics of query samples.However, previous TFSL methods usually encode uniform prior that all the classes within query samples are equally likely, whic…

Cited by 23PDFcodeScholar