Nikolaos Dimitriadis

5 papers · 2022–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (2) ICML (2) ECCV (1)

Top co-authors

Pascal Frossard (5) Francois Fleuret (4) Guillermo Ortiz-Jimenez (2) Ke Wang (2) Ahmet Caner Yüzügüler (1) Alessandro Favero (1)

Keywords

multi-task learning (1) ensemble method (1) pareto front (1) neural network (1) weight space ensemble (1)

Papers

Pareto Low-Rank Adapters: Efficient Multi-Task Learning with Preferences ICLR 2025

LiNeS: Post-training Layer Scaling Prevents Forgetting and Enhances Model Merging ICLR 2025

Localizing Task Information for Improved Model Merging and Compression ICML 2024

Pareto Manifold Learning: Tackling multiple tasks via ensembles of single-task models ICML 2023

U-Boost NAS: Utilization-Boosted Differentiable Neural Architecture Search ECCV 2022