"transformer optimization" Papers

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GPSToken: Gaussian Parameterized Spatially-adaptive Tokenization for Image Representation and Generation

Zhengqiang ZHANG, Rongyuan Wu, Lingchen Sun et al.

NEURIPS 2025arXiv:2509.01109
2
citations

On the Optimization and Generalization of Two-layer Transformers with Sign Gradient Descent

Bingrui Li, Wei Huang, Andi Han et al.

ICLR 2025arXiv:2410.04870
9
citations

Eureka-Moments in Transformers: Multi-Step Tasks Reveal Softmax Induced Optimization Problems

David T. Hoffmann, Simon Schrodi, Jelena Bratulić et al.

ICML 2024arXiv:2310.12956
11
citations