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Workshop
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Task Attended Meta-Learning for Few-Shot Learning
AROOF AIMEN · Bharat Ladrecha · Narayanan C Krishnan
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Workshop
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Learning Representations for Zero-Shot Image Generation without Text
Gautam Singh · Fei Deng · Sungjin Ahn
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Poster
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Fri 8:30
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Two Sides of Meta-Learning Evaluation: In vs. Out of Distribution
Amrith Setlur · Oscar Li · Virginia Smith
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Poster
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Thu 16:30
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Learning to Learn Dense Gaussian Processes for Few-Shot Learning
Ze Wang · Zichen Miao · Xiantong Zhen · Qiang Qiu
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Poster
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Thu 0:30
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Re-ranking for image retrieval and transductive few-shot classification
Xi SHEN · Yang Xiao · Shell Xu Hu · Othman Sbai · Mathieu Aubry
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Competition
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Wed 3:44
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Breakout: MetaDL: Few Shot Learning Competition with Novel Datasets from Practical Domains
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Workshop
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Tue 14:07
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A First Look Towards One-Shot Object Detection with SPOT for Data-Efficient Learning
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Poster
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Tue 8:30
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EvoGrad: Efficient Gradient-Based Meta-Learning and Hyperparameter Optimization
Ondrej Bohdal · Yongxin Yang · Timothy Hospedales
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Workshop
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Cutting Down on Prompts and Parameters:Simple Few-Shot Learning with Language Models
Robert Logan · Ivana Balazevic · Eric Wallace · Fabio Petroni · Sameer Singh · Sebastian Riedel
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Workshop
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Mon 10:50
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Cutting Down on Prompts and Parameters:Simple Few-Shot Learning with Language Models
Robert Logan · Ivana Balazevic · Eric Wallace · Fabio Petroni · Sameer Singh · Sebastian Riedel
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Poster
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Thu 0:30
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Reinforced Few-Shot Acquisition Function Learning for Bayesian Optimization
Bing-Jing Hsieh · Ping-Chun Hsieh · Xi Liu
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Workshop
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Mon 10:00
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Physics-Based Learned Diffuser for Single-shot 3D Imaging
Eric Markley
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