most citedCrossDiff: Diffusion Probabilistic Model With Cross-conditional Encoder-Decoder for Crack Segmentation

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cs.LG2026

Shared Phase and Retention Control for Efficient Adaptive Spectral Recurrence

Wentao Wang, Hengyu Zhong, Yunhan Jiang +2

As new evidence arrives, a sequence model must update what it remembers and how memory influences predictions. While Transformers incur computation and cache costs scaling with con…

cs.LG2026

Intrinsic Lorentz Neural Network

Xianglong Shi, Ziheng Chen, Yunhan Jiang +1

Real-world data frequently exhibit latent hierarchical structures, which can be naturally represented by hyperbolic geometry. Although recent hyperbolic neural networks have demons…