Poster "meta-learning framework" Papers

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Neural Context Flows for Meta-Learning of Dynamical Systems

Roussel Desmond Nzoyem, David Barton, Tom Deakin

ICLR 2025arXiv:2405.02154
8
citations

PDEfuncta: Spectrally-Aware Neural Representation for PDE Solution Modeling

Minju Jo, Woojin Cho, Uvini Balasuriya Mudiyanselage et al.

NEURIPS 2025arXiv:2506.12790
3
citations

System Prompt Optimization with Meta-Learning

Yumin Choi, Jinheon Baek, Sung Ju Hwang

NEURIPS 2025arXiv:2505.09666
5
citations

Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild

Donggyun Kim, Seongwoong Cho, Semin Kim et al.

ECCV 2024arXiv:2404.18459
5
citations

HarmoDT: Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning

Shengchao Hu, Ziqing Fan, Li Shen et al.

ICML 2024arXiv:2405.18080
15
citations

MetaWeather: Few-Shot Weather-Degraded Image Restoration

Youngrae Kim, Younggeol Cho, Thanh-Tung Nguyen et al.

ECCV 2024arXiv:2308.14334
3
citations

More Flexible PAC-Bayesian Meta-Learning by Learning Learning Algorithms

Hossein Zakerinia, Amin Behjati, Christoph Lampert

ICML 2024arXiv:2402.04054
10
citations