"loss function analysis" Papers

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Proximal Mapping Loss: Understanding Loss Functions in Crowd Counting & Localization

Wei LIN, Jia Wan, Antoni Chan

ICLR 2025
1
citations

Rethinking Losses for Diffusion Bridge Samplers

Sebastian Sanokowski, Lukas Gruber, Christoph Bartmann et al.

NEURIPS 2025arXiv:2506.10982
4
citations

On the Independence Assumption in Neurosymbolic Learning

Emile van Krieken, Pasquale Minervini, Edoardo Ponti et al.

ICML 2024arXiv:2404.08458
18
citations

On the Origins of Linear Representations in Large Language Models

Yibo Jiang, Goutham Rajendran, Pradeep Ravikumar et al.

ICML 2024arXiv:2403.03867
58
citations

Understanding the Impact of Introducing Constraints at Inference Time on Generalization Error

Masaaki Nishino, Kengo Nakamura, Norihito Yasuda

ICML 2024