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On Surjectivity of Neural Networks: Can you elicit any behavior from your model?
26 August 2025
Haozhe Jiang
Nika Haghtalab
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ArXiv (abs)
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Papers citing
"On Surjectivity of Neural Networks: Can you elicit any behavior from your model?"
2 / 2 papers shown
Title
Transformer Injectivity & Geometric Robustness - Analytic Margins and Bi-Lipschitz Uniformity of Sequence-Level Hidden States
Mikael von Strauss
60
0
0
17 Nov 2025
Language Models are Injective and Hence Invertible
Giorgos Nikolaou
Tommaso Mencattini
Donato Crisostomi
Andrea Santilli
Yannis Panagakis
Emanuele Rodolà
160
4
0
17 Oct 2025
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