Meenakshi Khosla

Latest

• A Data-driven Typology of Vision Models from Integrated Representational Metrics
• Brain-model evaluations need the neuroai turing test
• Bridging Critical Gaps in Convergent Learning: How Representational Alignment Evolves Across Layers, Training, and Distribution Shifts
• Evaluating representational similarity measures from the lens of functional correspondence
• Integrated representational signatures strengthen specificity in brains and models
• Measuring the Measures: Discriminative Capacity of Representational Similarity Metrics Across Model Families
• Modeling the language cortex with form-independent and enriched representations of sentence meaning reveals remarkable semantic abstractness
• Representational Alignment Across Model Layers and Brain Regions with Hierarchical Optimal Transport
• Seeing Through Words, Speaking Through Pixels: Deep Representational Alignment Between Vision and Language Models
• Superposition disentanglement of neural representations reveals hidden alignment
• Modeling the Human Visual System: Comparative Insights from Response‑Optimized and Task‑Optimized Vision Models, Language Models, and Different Readout Mechanisms