FIELD NOTES TOPIC
localization
2 notes, newest first.
Analysis-by-Proxy: Localization Signals in VLMs Operating as Condition Encoders
Researchers investigate why Vision-Language Models (VLMs) struggle to maintain localization accuracy during image editing, even though they have strong localization capabilities on their own. The study suggests that…
LACUNA: A Testbed for Evaluating Localization Precision for LLM Unlearning
Researchers introduce LACUNA, a testbed that allows for direct evaluation of unlearning methods at the parameter level. LACUNA is used to assess current state-of-the-art unlearning methods and finds them to be…
