Search Results for author: Zhixiang Yuan

Found 3 papers, 1 papers with code

Diverse and Tailored Image Generation for Zero-shot Multi-label Classification

no code implementations4 Apr 2024 Kaixin Zhang, Zhixiang Yuan, Tao Huang

Our approach introduces a novel image generation framework that produces multi-label synthetic images of unseen classes for classifier training.

Language Modelling Large Language Model +2

Positive Label Is All You Need for Multi-Label Classification

1 code implementation28 Jun 2023 Zhixiang Yuan, Kaixin Zhang, Tao Huang

Our paper addresses label noise in MLC by introducing a positive and unlabeled multi-label classification (PU-MLC) method.

Multi-Label Classification

Two-Stage Co-Segmentation Network Based on Discriminative Representation for Recovering Human Mesh From Videos

no code implementations CVPR 2023 Boyang Zhang, Kehua Ma, Suping Wu, Zhixiang Yuan

However, most of the existing methods focus on the temporal consistency of videos, while ignoring the spatial representation in complex scenes, thus failing to recover a reasonable and smooth human mesh sequence under extreme illumination and chaotic backgrounds. To alleviate this problem, we propose a two-stage co-segmentation network based on discriminative representation for recovering human body meshes from videos.

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