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107 Results
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Workshop
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Tue 2:30 |
How much meta-learning is in image-to-image translation? Maximilian Eißler · Thomas Goerttler · Klaus Obermayer |
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Poster
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Wed 7:30 |
Meta Temporal Point Processes Wonho Bae · Mohamed Ahmed · Frederick Tung · Gabriel Oliveira |
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Workshop
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Strategies for Classification Layer Initialization in Model-Agnostic Meta-Learning Nys Tjade Siegel · Thomas Goerttler · Klaus Obermayer |
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Poster
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Transfer NAS with Meta-learned Bayesian Surrogates Gresa Shala · Thomas Elsken · Frank Hutter · Josif Grabocka |
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Poster
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Theoretical Characterization of the Generalization Performance of Overfitted Meta-Learning Peizhong Ju · Yingbin Liang · Ness Shroff |
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Poster
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Mon 7:30 |
Accurate Bayesian Meta-Learning by Accurate Task Posterior Inference Michael Volpp · Philipp Dahlinger · Philipp Becker · Christian Daniel · Gerhard Neumann |
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Poster
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Mon 7:30 |
Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting Xiajun Jiang · Ryan Missel · Zhiyuan Li · Linwei Wang |
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Poster
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Tue 2:30 |
Latent Bottlenecked Attentive Neural Processes Leo Feng · Hossein Hajimirsadeghi · Yoshua Bengio · Mohamed Osama Ahmed |
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Oral
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Mon 6:20 |
Sequential Latent Variable Models for Few-Shot High-Dimensional Time-Series Forecasting Xiajun Jiang · Ryan Missel · Zhiyuan Li · Linwei Wang |
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Poster
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Tue 7:30 |
Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning Ivona Najdenkoska · Xiantong Zhen · Marcel Worring |
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Poster
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Wed 2:30 |
Discovering Evolution Strategies via Meta-Black-Box Optimization Robert Lange · Tom Schaul · Yutian Chen · Tom Zahavy · Valentin Dalibard · Chris Lu · Satinder Singh · Sebastian Flennerhag |
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Poster
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Deep Ranking Ensembles for Hyperparameter Optimization Abdus Salam Khazi · Sebastian Pineda Arango · Josif Grabocka |