Search Results for author: Peiqi Liu

Found 2 papers, 2 papers with code

OK-Robot: What Really Matters in Integrating Open-Knowledge Models for Robotics

1 code implementation22 Jan 2024 Peiqi Liu, Yaswanth Orru, Jay Vakil, Chris Paxton, Nur Muhammad Mahi Shafiullah, Lerrel Pinto

The results demonstrate that OK-Robot achieves a 58. 5% success rate in open-ended pick-and-drop tasks, representing a new state-of-the-art in Open Vocabulary Mobile Manipulation (OVMM) with nearly 1. 8x the performance of prior work.

object-detection Object Detection

Learning to Detect Noisy Labels Using Model-Based Features

1 code implementation28 Dec 2022 Zhihao Wang, Zongyu Lin, Peiqi Liu, Guidong Zheng, Junjie Wen, Xianxin Chen, Yujun Chen, Zhilin Yang

Label noise is ubiquitous in various machine learning scenarios such as self-labeling with model predictions and erroneous data annotation.

Meta-Learning speech-recognition +3

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