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cs.CV2026
SANEval: Open-Vocabulary Compositional Benchmarks with Failure-mode Diagnosis
Rishav Pramanik, Ian E. Nielsen, Jeff Smith +3
The rapid progress of text-to-image (T2I) models has unlocked unprecedented creative potential, yet their ability to faithfully render complex prompts involving multiple objects, a…
cs.CV2023
Targeted Background Removal Creates Interpretable Feature Visualizations
Ian E. Nielsen, Erik Grundeland, Joseph Snedeker +2
Feature visualization is used to visualize learned features for black box machine learning models. Our approach explores an altered training process to improve interpretability of…