2025 "representational alignment" Papers

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Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts

Chaitanya Kapoor, Sudhanshu Srivastava, Meenakshi Khosla

NEURIPS 2025posterarXiv:2502.18710
1
citations

Model–Behavior Alignment under Flexible Evaluation: When the Best-Fitting Model Isn’t the Right One

Itamar Avitan, Tal Golan

NEURIPS 2025oral

Sparse components distinguish visual pathways & their alignment to neural networks

Ammar I Marvi, Nancy Kanwisher, Meenakshi Khosla

ICLR 2025posterarXiv:2510.08858