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2616 Results
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Workshop
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Meta-Learning General-Purpose Learning Algorithms with Transformers Louis Kirsch · Luke Metz · James Harrison · Jascha Sohl-Dickstein |
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Poster
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Tue 14:00 |
Learning Predictions for Algorithms with Predictions Misha Khodak · Maria-Florina Balcan · Ameet Talwalkar · Sergei Vassilvitskii |
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Poster
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Thu 14:00 |
Using natural language and program abstractions to instill human inductive biases in machines Sreejan Kumar · Carlos G. Correa · Ishita Dasgupta · Raja Marjieh · Michael Y Hu · Robert Hawkins · Jonathan D Cohen · nathaniel daw · Karthik Narasimhan · Tom Griffiths |
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Competition
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Tue 3:15 |
Towards better benchmarks for AutoML, meta-learning and continual learning in computer vision Joaquin Vanschoren |
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Poster
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Wed 14:00 |
Learning-Augmented Algorithms for Online Linear and Semidefinite Programming Elena Grigorescu · Young-San Lin · Sandeep Silwal · Maoyuan Song · Samson Zhou |
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Poster
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Thu 14:00 |
Adversarial Task Up-sampling for Meta-learning Yichen WU · Long-Kai Huang · Ying Wei |
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Poster
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Wed 9:00 |
Active-Passive SimStereo - Benchmarking the Cross-Generalization Capabilities of Deep Learning-based Stereo Methods Laurent Jospin · Allen Antony · Lian Xu · Hamid Laga · Farid Boussaid · Mohammed Bennamoun |
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Tutorial
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Mon 2:00 |
The Role of Meta-learning for Few-shot Learning Eleni Triantafillou |
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Poster
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Thu 9:00 |
Rapid Model Architecture Adaption for Meta-Learning Yiren Zhao · Xitong Gao · I Shumailov · Nicolo Fusi · Robert Mullins |
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Poster
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Wed 9:00 |
A Closer Look at Learned Optimization: Stability, Robustness, and Inductive Biases James Harrison · Luke Metz · Jascha Sohl-Dickstein |
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Poster
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Thu 14:00 |
Video compression dataset and benchmark of learning-based video-quality metrics Anastasia Antsiferova · Sergey Lavrushkin · Maksim Smirnov · Aleksandr Gushchin · Dmitriy Vatolin · Dmitriy Kulikov |
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Poster
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Thu 14:00 |
Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification Ihsan Ullah · Dustin Carrión-Ojeda · Sergio Escalera · Isabelle Guyon · Mike Huisman · Felix Mohr · Jan N. van Rijn · Haozhe Sun · Joaquin Vanschoren · Phan Anh Vu |