Nikolaos Dimitriadis

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authored a paper 5 months ago

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging

Paper • 2410.17146 • Published Oct 22, 2024

authored 3 papers 11 months ago

SequeL: A Continual Learning Library in PyTorch and JAX

Paper • 2304.10857 • Published Apr 21, 2023 • 1

Localizing Task Information for Improved Model Merging and Compression

Paper • 2405.07813 • Published May 13, 2024

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences

Paper • 2407.08056 • Published Jul 10, 2024

authored a paper about 2 years ago

Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models

Paper • 2210.09759 • Published Oct 18, 2022