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Abdulkadir Gokce

2 accepted papers

2025

Contour Integration Underlies Human-Like Vision

ICML 2025poster

Despite the tremendous success of deep learning in computer vision, models still fall behind humans in generalizing to new input distributions. Existing benchmarks do not investigate the specific failure points of models by analyzing performance under many controlled conditions. Our study systematic…

Cited by 0SourcePDFScholar
2025

Scaling Laws for Task-Optimized Models of the Primate Visual Ventral Stream

ICML 2025spotlight

When trained on large-scale object classification datasets, certain artificial neural network models begin to approximate core object recognition behaviors and neural response patterns in the primate brain. While recent machine learning advances suggest that scaling compute, model size, and dataset…