Search Results for author: Jinyan Liu

Found 5 papers, 0 papers with code

Deep Contrastive Multi-view Clustering under Semantic Feature Guidance

no code implementations9 Mar 2024 Siwen Liu, Jinyan Liu, Hanning Yuan, Qi Li, Jing Geng, Ziqiang Yuan, Huaxu Han

To mitigate the interference of view-private information, specific view and fusion view semantic features are learned by cluster-level contrastive learning and concatenated to measure the semantic similarity of instances.

Clustering Contrastive Learning +2

A Coarse to Fine Framework for Object Detection in High Resolution Image

no code implementations2 Mar 2023 Jinyan Liu, Jie Chen

In this paper, we introduce a simple yet efficient approach that improves accuracy of object detection especially for small objects and large scale variance scene while reducing the computational cost in high resolution image.

Object object-detection +1

Truthful Generalized Linear Models

no code implementations16 Sep 2022 Yuan Qiu, Jinyan Liu, Di Wang

In the first part of the paper, we consider the case where the covariates are sub-Gaussian and the responses are heavy-tailed where they only have the finite fourth moments.

regression

Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas

no code implementations4 Jun 2019 Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi

To investigate such ethical dilemmas, recent studies have adopted preference aggregation, in which each voter expresses her/his preferences over decisions for the possible ethical dilemma scenarios, and a centralized system aggregates these preferences to obtain the winning decision.

Autonomous Vehicles Decision Making +1

Robust Kernelized Multi-View Self-Representations for Clustering by Tensor Multi-Rank Minimization

no code implementations15 Sep 2017 Yanyun Qu, Jinyan Liu, Yuan Xie, Wensheng Zhang

In particular, the original tensor-based multi-view self-representation clustering problem is a special case of our approach and can be solved by our algorithm.

Clustering Face Clustering

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