Robust Fine-Tuning of Vision-Language Models for Domain Generalization. - Kevin Vogt-Lowell; Noah Lee; Theodoros Tsiligkaridis; Marc Vaillant (HPEC, 2023)

Quantified Task Misalignment to Inform PEFT: An Exploration of Domain Generalization and Catastrophic Forgetting in CLIP. - Laura Niss; Kevin Vogt-Lowell; Theodoros Tsiligkaridis (CoRR, 2024)

Zero-Shot Embeddings Inform Learning and Forgetting with Vision-Language Encoders. - Laura Niss; Kevin Vogt-Lowell; Theodoros Tsiligkaridis (CoRR, 2024)