Weight Interpolation Techniques for Model Editing

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Event details

Date 04.07.2024
Hour 15:0017:00
Speaker Adam Hazimeh
Location
Category Conferences - Seminars
EDIC candidacy exam
Exam president: Prof. Maria Brbic
Thesis advisor: Prof. Pascal Frossard
Co-examiner: Prof. Caglar Gulcehre

Abstract
coming soon

Background papers
  1. Linear Mode Connectivity and the Lottery Ticket Hypothesis (https://arxiv.org/pdf/1912.05671.pdf)
  2. Model Soups: Averaging Weights of Multiple Fine-tuned Models Improves Accuracy without Increasing Inference Time (https://arxiv.org/pdf/2203.05482.pdf)
  3. Editing Models with Task Arithmetic (https://arxiv.org/pdf/2212.04089.pdf)

Practical information

  • General public
  • Free

Tags

EDIC candidacy exam

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