Irina Rish
2 indexed papers
Recent (6 mo)
2With code
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226
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ML×2Vision×1AI×1NLP×1
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Research Timeline
2026
Failed Reasoning Traces Tell You What Is Fixable (But Not by Reading Them)
This paper proposes a method to recover recoverability structure from failed traces of post-trained language models, enabling test-time routing and post-training analysis.
When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures
This paper explores the effects of geometric perturbations on the stability of diffusion architectures, specifically Diffusion Transformers and Convolutional UNets, using a unified framework and controlled internal interventions.
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Papers
cs.LGcs.CVEmpiricalRecentJul 3, 2026
When Geometry Aligns: Dihedral Hidden-State Transformations in UNet, ViT, and DiT Architectures
This paper explores the effects of geometric perturbations on the stability of diffusion architectures, specifically Diffusion Transformers and Convolutional UNets, using a unified framework and contr…
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cs.LGcs.AIcs.CLRecent