AAAI 2026technical0 citations

Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning

Haomiao Tang, Jinpeng Wang, Minyi Zhao, GuangHao Meng, Ruisheng Luo, Long Chen, Shu-Tao Xia

Abstract

Composed Image Retrieval (CIR) enables image search by combining a reference image with modification text. Intrinsic noise in CIR triplets incurs intrinsic uncertainty and threatens model

BibTeX
@inproceedings{aaai2026_heterogeneousunc,
  title = {Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning},
  author = {Haomiao Tang and Jinpeng Wang and Minyi Zhao and GuangHao Meng and Ruisheng Luo and Long Chen and Shu-Tao Xia},
  booktitle = {AAAI 2026},
  year = {2026}
}
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning · AAAI 2026