Search Results for author: Yuming Chen

Found 9 papers, 6 papers with code

TeMO: Towards Text-Driven 3D Stylization for Multi-Object Meshes

no code implementations7 Dec 2023 Xuying Zhang, Bo-Wen Yin, Yuming Chen, Zheng Lin, Yunheng Li, Qibin Hou, Ming-Ming Cheng

Particularly, a cross-modal graph is constructed to align the object points accurately and noun phrases decoupled from the 3D mesh and textual description.

Graph Attention Object

Zone Evaluation: Revealing Spatial Bias in Object Detection

1 code implementation20 Oct 2023 Zhaohui Zheng, Yuming Chen, Qibin Hou, Xiang Li, Ping Wang, Ming-Ming Cheng

A fundamental limitation of object detectors is that they suffer from "spatial bias", and in particular perform less satisfactorily when detecting objects near image borders.

Object object-detection +1

YOLO-MS: Rethinking Multi-Scale Representation Learning for Real-time Object Detection

1 code implementation10 Aug 2023 Yuming Chen, Xinbin Yuan, Ruiqi Wu, Jiabao Wang, Qibin Hou, Ming-Ming Cheng

We aim at providing the object detection community with an efficient and performant object detector, termed YOLO-MS.

Object object-detection +2

CrossKD: Cross-Head Knowledge Distillation for Object Detection

1 code implementation20 Jun 2023 Jiabao Wang, Yuming Chen, Zhaohui Zheng, Xiang Li, Ming-Ming Cheng, Qibin Hou

Moreover, as mimicking the teacher's predictions is the target of KD, CrossKD offers more task-oriented information in contrast with feature imitation.

Dense Object Detection Knowledge Distillation +3

Reduced-Order Autodifferentiable Ensemble Kalman Filters

1 code implementation27 Jan 2023 Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

This paper introduces a computational framework to reconstruct and forecast a partially observed state that evolves according to an unknown or expensive-to-simulate dynamical system.

Towards Spatial Equilibrium Object Detection

1 code implementation14 Jan 2023 Zhaohui Zheng, Yuming Chen, Qibin Hou, Xiang Li, Ming-Ming Cheng

In this paper, we study the spatial disequilibrium problem of modern object detectors and propose to quantify this ``spatial bias'' by measuring the detection performance over zones.

Object object-detection +1

Extracting and Measuring Uncertain Biomedical Knowledge from Scientific Statements

no code implementations5 Dec 2021 Xin Guo, Yuming Chen, Jian Du, Erdan Dong

Design/methodology/approach: Taking cardiovascular research publications in China as a sample, we extracted the SPO triples as knowledge unit and the hedging/conflicting uncertainties as the knowledge context.

Auto-differentiable Ensemble Kalman Filters

1 code implementation16 Jul 2021 Yuming Chen, Daniel Sanz-Alonso, Rebecca Willett

Data assimilation is concerned with sequentially estimating a temporally-evolving state.

BIG-bench Machine Learning

Place recognition: An Overview of Vision Perspective

no code implementations17 Jun 2017 Zhiqiang Zeng, Jian Zhang, Xiaodong Wang, Yuming Chen, Chaoyang Zhu

Place recognition is one of the most fundamental topics in computer vision and robotics communities, where the task is to accurately and efficiently recognize the location of a given query image.

Image Classification Image Retrieval +4

Cannot find the paper you are looking for? You can Submit a new open access paper.