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ContextualSqueeze-and-ExcitationforEfficient Few-ShotImageClassification
A key factor in many of these applications is the Pareto frontier ofaccuracyvs.computational
Neural Voice Cloning with a Few Samples
Sercan Arik, Jitong Chen, Kainan Peng, Wei Ping, Yanqi Zhou
Neural Information Processing Systems http://nips.cc/
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Approximate Feature Collisions in Neural Nets
Ke Li, Tianhao Zhang, Jitendra Malik
Neural Information Processing Systems http://nips.cc/
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Technology: Information Technology > Artificial Intelligence > Machine Learning > Neural Networks (1.00)
QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Y our Data
We present QATCH (Query-Aided TRL Checklist), a toolbox to highlight TRL models' strengths and weaknesses on relational tables unseen at training time. For an input table, QATCH automatically generates a testing checklist tailored to QA and SP .
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Communication Compression for Decentralized Training
Hanlin Tang, Shaoduo Gan, Ce Zhang, Tong Zhang, Ji Liu
Neural Information Processing Systems http://nips.cc/
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