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81 Results
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Poster
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Tue 16:30 |
Learning where to learn: Gradient sparsity in meta and continual learning Johannes von Oswald · Dominic Zhao · Seijin Kobayashi · Simon Schug · Massimo Caccia · Nicolas Zucchet · João Sacramento |
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Poster
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Tue 8:30 |
Multi-Objective Meta Learning Feiyang YE · Baijiong Lin · Zhixiong Yue · Pengxin Guo · Qiao Xiao · Yu Zhang |
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Poster
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Tue 16:30 |
Tuning Large Neural Networks via Zero-Shot Hyperparameter Transfer Ge Yang · Edward Hu · Igor Babuschkin · Szymon Sidor · Xiaodong Liu · David Farhi · Nick Ryder · Jakub Pachocki · Weizhu Chen · Jianfeng Gao |
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Poster
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Thu 0:30 |
HSVA: Hierarchical Semantic-Visual Adaptation for Zero-Shot Learning Shiming Chen · Guosen Xie · Yang Liu · Qinmu Peng · Baigui Sun · Hao Li · Xinge You · Ling Shao |
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Poster
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Tue 8:30 |
Statistically and Computationally Efficient Linear Meta-representation Learning Kiran Thekumparampil · Prateek Jain · Praneeth Netrapalli · Sewoong Oh |
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Poster
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Tue 8:30 |
Language models enable zero-shot prediction of the effects of mutations on protein function Joshua Meier · Roshan Rao · Robert Verkuil · Jason Liu · Tom Sercu · Alex Rives |
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Poster
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Fri 8:30 |
Intriguing Properties of Vision Transformers Muhammad Muzammal Naseer · Kanchana Ranasinghe · Salman H Khan · Munawar Hayat · Fahad Shahbaz Khan · Ming-Hsuan Yang |
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Competition
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Thu 11:05 |
Traffic4cast 2021 – Temporal and Spatial Few-Shot Transfer Learning in Traffic Map Movie Forecasting + Q&A Moritz Neun · Christian Eichenberger · Henry Martin · Pedro Herruzo · David Jonietz · Fei Tang · Daniel Springer · Markus Spanring · Avi Avidan · Luis Ferro · Ali Soleymani · Rohit Gupta · Bo Xu · Kevin Malm · Aleksandra Gruca · Johannes Brandstetter · Michael Kopp · David Kreil · Sepp Hochreiter |
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Competition
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Wed 3:25 |
MetaDL: Few Shot Learning Competition with Novel Datasets from Practical Domains + Q&A Adrian El Baz · Isabelle Guyon · Zhengying Liu · Jan N. Van Rijn · Haozhe Sun · Sébastien Treguer · Wei-Wei Tu · Ihsan Ullah · Joaquin Vanschoren · Phan Ahn Vu |