Interpretable Cross-Domain Few-Shot Learning with Rectified Target-Domain Local Alignment. - Yaze Zhao; Yixiong Zou; Yuhua Li 003; Ruixuan Li 001 (CoRR, 2026)

The Second Challenge on Cross-Domain Few-Shot Object Detection at NTIRE 2026: Methods and Results. - Xingyu Qiu; Yuqian Fu; Jiawei Geng; Bin Ren; Jiancheng Pan; Zongwei Wu; Hao Tang 005; Yanwei Fu 001; Radu Timofte; Nicu Sebe; Mohamed Elhoseiny; Lingyi Hong; et al. (CoRR, 2026)

Reviving In-domain Fine-tuning Methods for Source-Free Cross-domain Few-shot Learning. - Yaze Zhao; Yicong Liu; Yixiong Zou; Yuhua Li 003; Ruixuan Li 001 (CoRR, 2026)

GiPL: Generative augmented iterative Pseudo-Labeling for Cross-Domain Few-Shot Object Detection. - Jiacong Liu; Shu Luo; Yikai Qin; Yaze Zhao; Yongwei Jiang; Yixiong Zou (CoRR, 2026)