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52 Results
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Poster
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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning Xiang Chen · Lei Li · Ningyu Zhang · Xiaozhuan Liang · Shumin Deng · Chuanqi Tan · Fei Huang · Luo Si · Huajun Chen |
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Poster
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Tue 14:00 |
Set-based Meta-Interpolation for Few-Task Meta-Learning Seanie Lee · Bruno Andreis · Kenji Kawaguchi · Juho Lee · Sung Ju Hwang |
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Poster
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Tue 14:00 |
Monte Carlo Augmented Actor-Critic for Sparse Reward Deep Reinforcement Learning from Suboptimal Demonstrations Albert Wilcox · Ashwin Balakrishna · Jules Dedieu · Wyame Benslimane · Daniel Brown · Ken Goldberg |
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Poster
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Thu 14:00 |
Data Augmentation for Compositional Data: Advancing Predictive Models of the Microbiome Elliott Gordon-Rodriguez · Thomas Quinn · John Cunningham |
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Workshop
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Using Hippocampal Replay to Consolidate Experiences in Memory-Augmented Reinforcement Learning Chong Min John Tan · Mehul Motani |
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Poster
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Label-invariant Augmentation for Semi-Supervised Graph Classification Han Yue · Chunhui Zhang · Chuxu Zhang · Hongfu Liu |
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Poster
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Tue 9:00 |
Data augmentation for efficient learning from parametric experts Alexandre Galashov · Josh Merel · Nicolas Heess |
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Affinity Workshop
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Stronger is not better: Better Augmentations in Contrastive Learning for Medical Image Segmentation Azeez Idris · Abdurahman Ali Mohammed · Samuel Fanijo |
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Workshop
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Detecting Methane Plumes using PRISMA: Deep Learning Model and Data Augmentation Alexis Groshenry · Clément Giron · Alexandre d'Aspremont · Thomas Lauvaux · Thibaud Ehret |
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Poster
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Wed 14:00 |
ATD: Augmenting CP Tensor Decomposition by Self Supervision Chaoqi Yang · Cheng Qian · Navjot Singh · Cao (Danica) Xiao · M Westover · Edgar Solomonik · Jimeng Sun |
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Workshop
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Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction Manmeet Singh · Vaisakh SB · Nachiketa Acharya · Aditya Grover · Suryachandra A. Rao · Bipin Kumar · Zong-Liang Yang · Dev Niyogi |
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Poster
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Tue 9:00 |
Adversarial Auto-Augment with Label Preservation: A Representation Learning Principle Guided Approach Kaiwen Yang · Yanchao Sun · Jiahao Su · Fengxiang He · Xinmei Tian · Furong Huang · Tianyi Zhou · Dacheng Tao |