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cs.CV2025
Bridging Hidden States in Vision-Language Models
Benjamin Fein-Ashley, Jacob Fein-Ashley
Vision-Language Models (VLMs) are a new family of models that align image content with natural language. Existing approaches typically fuse either (a) early: by mixing tokens/featu…
cs.LG2025
Flowing Through Layers: A Continuous Dynamical Systems Perspective on Transformers
Jacob Fein-Ashley
We show that the standard discrete update rule of transformer layers can be naturally interpreted as a forward Euler discretization of a continuous dynamical system. Our Transforme…