"residual connections" Papers

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Hyper-Connections

Defa Zhu, Hongzhi Huang, Zihao Huang et al.

ICLR 2025arXiv:2409.19606
33
citations

Mysteries of the Deep: Role of Intermediate Representations in Out of Distribution Detection

Ignacio Meza De la Jara, Cristian Rodriguez-Opazo, Damien Teney et al.

NEURIPS 2025arXiv:2510.05782

Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNs

Michael Scholkemper, Xinyi Wu, Ali Jadbabaie et al.

ICLR 2025arXiv:2406.02997
23
citations

Revisiting Residual Connections: Orthogonal Updates for Stable and Efficient Deep Networks

Giyeong Oh, Woohyun Cho, Siyeol Kim et al.

NEURIPS 2025arXiv:2505.11881

Curriculum-Enhanced Residual Soft An-Isotropic Normalization for Over-Smoothness in Deep GNNs

Jin Li, Qirong Zhang, Shuling Xu et al.

AAAI 2024paperarXiv:2312.08221
3
citations