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cs.CV2026
Transformer Geometry Observatory TGO-III: Semantic Geometry Observatory
Kaustubh Kapil, Kishor P. Upla
With the widespread adoption of Vision Transformers in modern AI, the need to analyze their inherent representational behavior has become increasingly important. While most existin…
cs.CV2026
Transformer Geometry Observatory TGO-II: Representational Similarity Observatory
Kaustubh Kapil, Kishor P. Upla
While Vision Transformers have achieved remarkable success across computer vision and language applications, the geometric evolution of their internal representations throughout tr…
cs.CV2026
Transformer Geometry Observatory TGO-I: Spectral Geometry Observatory
Kaustubh Kapil, Kishor P. Upla
Despite the widespread adoption of Vision Transformers (ViTs) and their success across numerous computer vision applications, the fundamental understanding of their dimensional and…