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representational alignment

2 papers across 2 sessions

Poster Session 2

1 paper
Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Beyond Scalars: Concept-Based Alignment Analysis in Vision Transformers
#1016 · Johanna Vielhaben, Dilyara Bareeva, Jim Berend, Wojciech Samek, Nils Strodthoff

Representational alignment based on concept discovery across ViTs trained on different tasks.

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Training the Untrainable: Introducing Inductive Bias via Representational Alignment
#3417 · Vighnesh Subramaniam, David Mayo, Colin Conwell, Tomaso Poggio, Boris Katz, Brian Cheung, Andrei Barbu

We design a method to make untrainable networks trainable using representational alignment.