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24 Results
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Workshop
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Few-shot Anomaly Detection via Personalization |
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Poster
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Wed 14:00 |
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks Wenfang Sun · Yingjun Du · Xiantong Zhen · Fan Wang · Ling Wang · Cees Snoek |
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Workshop
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Modeling Human Few-Shot Learning using Bayesian Inference over Natural Language Kevin Ellis |
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Workshop
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Evaluating the Evaluators: Are Current Few-Shot Learning Benchmarks Fit for Purpose? Luísa Shimabucoro · Timothy Hospedales · Henry Gouk |
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Poster
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Thu 16:30 |
Interval Bound Interpolation for Few-shot Learning with Few Tasks Shounak Datta · Sankha Subhra Mullick · Anish Chakrabarty · Swagatam Das |
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Workshop
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Multi-fidelity Emulator for Cosmological Large Scale 21 cm Lightcone Images: a Few-shot Transfer Learning Approach with GAN Kangning Diao · Yi Mao |
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Poster
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Wed 14:00 |
Tuning Language Models as Training Data Generators for Augmentation-Enhanced Few-Shot Learning Yu Meng · Martin Michalski · Jiaxin Huang · Yu Zhang · Tarek Abdelzaher · Jiawei Han |
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Poster
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Thu 16:30 |
The Unreasonable Effectiveness of Few-shot Learning for Machine Translation Xavier Garcia · Yamini Bansal · Colin Cherry · George Foster · Maxim Krikun · Melvin Johnson · Orhan Firat |
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Workshop
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Few-shot Anomaly Detection via Personalization Sangkyung Kwak · Jongheon Jeong · Hankook Lee · Woohyuck Kim · Jinwoo Shin |
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Poster
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Thu 13:30 |
MEWL: Few-shot multimodal word learning with referential uncertainty Guangyuan Jiang · Manjie Xu · Shiji Xin · Wei Liang · Yujia Peng · Chi Zhang · Yixin Zhu |
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Poster
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Tue 14:00 |
Efficient Training of Language Models using Few-Shot Learning Sashank Jakkam Reddi · Sobhan Miryoosefi · Stefani Karp · Shankar Krishnan · Satyen Kale · Seungyeon Kim · Sanjiv Kumar |
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Poster
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Tue 14:00 |
SemSup-XC: Semantic Supervision for Zero and Few-shot Extreme Classification Pranjal Aggarwal · Ameet Deshpande · Karthik Narasimhan |