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Mengye Ren

Recent publications

Incremental Few-Shot Learning with Attention Attractor Networks

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Jointly Learnable Behavior and Trajectory Planning for Self-Driving Vehicles

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Identifying Unknown Instances for Autonomous Driving

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Graph HyperNetworks for Neural Architecture Search

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Incremental Few-Shot Learning with Attention Attractor Networks

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SBNet: Sparse Blocks Network for Fast Inference

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Learning to Reweight Examples for Robust Deep Learning

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Meta-Learning for Semi-Supervised Few-Shot Classification

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Understanding Short-Horizon Bias in Stochastic Meta-Optimization

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The Reversible Residual Network: Backpropagation Without Storing Activations

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End-to-End Instance Segmentation with Recurrent Attention

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Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes

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