Search Results for author: Zhiyong Huang

Found 5 papers, 1 papers with code

Towards Better Text-to-Image Generation Alignment via Attention Modulation

no code implementations22 Apr 2024 Yihang Wu, Xiao Cao, Kaixin Li, Zitan Chen, Haonan Wang, Lei Meng, Zhiyong Huang

To achieve this, we incorporate a temperature control mechanism within the early phases of the self-attention modules to mitigate entity leakage issues.

Attribute Text-to-Image Generation

Towards Controllable Time Series Generation

no code implementations6 Mar 2024 Yifan Bao, Yihao Ang, Qiang Huang, Anthony K. H. Tung, Zhiyong Huang

This underscores its adeptness in seamlessly integrating latent features with external conditions.

Time Series Time Series Generation

Multi-Prompts Learning with Cross-Modal Alignment for Attribute-based Person Re-Identification

no code implementations28 Dec 2023 Yajing Zhai, Yawen Zeng, Zhiyong Huang, Zheng Qin, Xin Jin, Da Cao

Thereby, this paper explores the potential of using the generated multiple person attributes as prompts in ReID tasks with off-the-shelf (large) models for more accurate retrieval results.

Attribute Person Re-Identification +1

TSGBench: Time Series Generation Benchmark

1 code implementation7 Sep 2023 Yihao Ang, Qiang Huang, Yifan Bao, Anthony K. H. Tung, Zhiyong Huang

Synthetic Time Series Generation (TSG) is crucial in a range of applications, including data augmentation, anomaly detection, and privacy preservation.

Anomaly Detection Data Augmentation +3

Effective Label Propagation for Discriminative Semi-Supervised Domain Adaptation

no code implementations4 Dec 2020 Zhiyong Huang, Kekai Sheng, WeiMing Dong, Xing Mei, Chongyang Ma, Feiyue Huang, Dengwen Zhou, Changsheng Xu

For intra-domain propagation, we propose an effective self-training strategy to mitigate the noises in pseudo-labeled target domain data and improve the feature discriminability in the target domain.

Domain Adaptation Image Classification +1

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