21 citations · 23 across the 4 of their papers we have counts for
4 papers
CAPT: A Multi-task Continuous Autoregressive Transformer enabling Cross-dataset and Cross-species Transfer for Calcium Population Dynamics
Xinhong Xu, Yimeng Zhang, Yuanlong Zhang
Calcium imaging has enabled large-scale recordings of neural population activity across diverse animals, laboratories, and experimental paradigms. However, these datasets remain hi…
CalM: A Self-Supervised Foundation Model for Population Dynamics in Calcium Imaging Data
Xinhong Xu, Yimeng Zhang, Qichen Qian +1
Recent work suggests that large-scale, multi-animal modeling can significantly improve neural recording analysis. However, for functional calcium traces, existing approaches remain…
Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing
Xiongfei Su, Siyuan Li, Yuning Cui +7
Image dehazing is a crucial task that involves the enhancement of degraded images to recover their sharpness and textures. While vision Transformers have exhibited impressive resul…
Snapshot hyperspectral imaging via spectral basis multiplexing in Fourier domain
Chao Deng, Xuemei Hu, Jinli Suo +3
Hyperspectral imaging is an important tool having been applied in various fields, but still limited in observation of dynamic scenes. In this paper, we propose a snapshot hyperspec…