Jiexi Yan

Unsupervised Hyperbolic Metric Learning

Jiexi Yan, Lei Luo, Cheng Deng et al. · 2021 · 44 citations

Geometric Learning, Hierarchical Similarity, Engineering +18

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval

Zhipeng Wang, Hao Wang, Jiexi Yan et al. · 2021 · 40 citations · Full text

Few-shot Learning, Engineering, Machine Learning +18

Adaptive Hierarchical Similarity Metric Learning With Noisy Labels

Jiexi Yan, Lei Luo, Cheng Deng et al. · IEEE Transactions on Image Processing · 2023 · 26 citations

Geometric Learning, Deep Metric Learning, Engineering +18

Causality-Invariant Interactive Mining for Cross-Modal Similarity Learning

Jiexi Yan, Cheng Deng, Heng Huang et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2024 · 23 citations

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning

Jiexi Yan, Lei Luo, Chenghao Xu et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 20 citations

Natural Language Processing, Few-shot Learning, Cognitive Science +15