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← Authors

Konstantin Schürholt

5 papers · 2021–2024 · 2 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓
+1 more ↓ 🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)
🏆 Keyword Champion (2)

Conferences

NIPS (3) ICML (2)

Top co-authors

Damian Borth (4) Boris Knyazev (2) Xavier Giró-i-Nieto (2) Yefan Zhou (1) Yaoqing Yang (1) Qinxue Cao (1) Jianlong Chen (1) Michael W. Mahoney (1) Dimche Kostadinov (1) Diyar Taskiran (1)

Keywords

model zoo (2) neural network weight (2) representation learning (2) weight space (1) hyperparameter prediction (1) knowledge aggregation (1) neural network (1) model characteristic prediction (1) model characteristic (1) self-supervised learning (1) generative model (1)

Papers

Towards Scalable and Versatile Weight Space Learning ICML 2024 MD tree: a model-diagnostic tree grown on loss landscape ICML 2024 Hyper-Representations as Generative Models: Sampling Unseen Neural Network Weights NIPS 2022 Model Zoos: A Dataset of Diverse Populations of Neural Network Models NIPS 2022 Self-Supervised Representation Learning on Neural Network Weights for Model Characteristic Prediction NIPS 2021