Search Results for author: Liping Hou

Found 4 papers, 3 papers with code

A Survey on Hallucination in Large Vision-Language Models

no code implementations1 Feb 2024 Hanchao Liu, Wenyuan Xue, Yifei Chen, Dapeng Chen, Xiutian Zhao, Ke Wang, Liping Hou, Rongjun Li, Wei Peng

In this comprehensive survey, we dissect LVLM-related hallucinations in an attempt to establish an overview and facilitate future mitigation.

Hallucination

G-Rep: Gaussian Representation for Arbitrary-Oriented Object Detection

1 code implementation24 May 2022 Liping Hou, Ke Lu, Xue Yang, Yuqiu Li, Jian Xue

To go further, in this paper, we propose a unified Gaussian representation called G-Rep to construct Gaussian distributions for OBB, QBB, and PointSet, which achieves a unified solution to various representations and problems.

Object object-detection +3

MMRotate: A Rotated Object Detection Benchmark using PyTorch

1 code implementation28 Apr 2022 Yue Zhou, Xue Yang, Gefan Zhang, Jiabao Wang, Yanyi Liu, Liping Hou, Xue Jiang, Xingzhao Liu, Junchi Yan, Chengqi Lyu, Wenwei Zhang, Kai Chen

We present an open-source toolbox, named MMRotate, which provides a coherent algorithm framework of training, inferring, and evaluation for the popular rotated object detection algorithm based on deep learning.

Object object-detection +1

Dense Label Encoding for Boundary Discontinuity Free Rotation Detection

3 code implementations CVPR 2021 Xue Yang, Liping Hou, Yue Zhou, Wentao Wang, Junchi Yan

Rotation detection serves as a fundamental building block in many visual applications involving aerial image, scene text, and face etc.

Ranked #29 on Object Detection In Aerial Images on DOTA (using extra training data)

Classification General Classification +2

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