2025 Poster "training dynamics" Papers

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Attention layers provably solve single-location regression

Pierre Marion, Raphaël Berthier, Gérard Biau et al.

ICLR 2025posterarXiv:2410.01537

Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation

Muquan Li, Hang Gou, Dongyang Zhang et al.

NeurIPS 2025posterarXiv:2510.04838

Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts

Chaitanya Kapoor, Sudhanshu Srivastava, Meenakshi Khosla

NeurIPS 2025posterarXiv:2502.18710

Feature Averaging: An Implicit Bias of Gradient Descent Leading to Non-Robustness in Neural Networks

Binghui Li, Zhixuan Pan, Kaifeng Lyu et al.

ICLR 2025posterarXiv:2410.10322

On the Feature Learning in Diffusion Models

Andi Han, Wei Huang, Yuan Cao et al.

ICLR 2025posterarXiv:2412.01021

Transformers Learn to Implement Multi-step Gradient Descent with Chain of Thought

Jianhao Huang, Zixuan Wang, Jason Lee

ICLR 2025posterarXiv:2502.21212