2025 "training stability" Papers

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A Gradient Guidance Perspective on Stepwise Preference Optimization for Diffusion Models

Joshua Tian Jin Tee, Hee Suk Yoon, Abu Hanif Muhammad Syarubany et al.

NeurIPS 2025oral

Improving Neural Optimal Transport via Displacement Interpolation

Jaemoo Choi, Yongxin Chen, Jaewoong Choi

ICLR 2025posterarXiv:2410.03783
3
citations

PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs

Oskar van der Wal, Pietro Lesci, Max Müller-Eberstein et al.

ICLR 2025posterarXiv:2503.09543
14
citations

Quantum Doubly Stochastic Transformers

Jannis Born, Filip Skogh, Kahn Rhrissorrakrai et al.

NeurIPS 2025spotlightarXiv:2504.16275
2
citations

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

Giyeong Oh, Woohyun Cho, Siyeol Kim et al.

NeurIPS 2025posterarXiv:2505.11881