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Mengye Ren

Learning to Reweight Examples for Robust Deep Learning
2018 · Ren, Mengye, Zeng, Wenyuan, et al. · arXiv (Cornell University) · 1,053
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Meta-Learning for Semi-Supervised Few-Shot Classification
2018 · Ren, Mengye, Triantafillou, Eleni, et al. · arXiv (Cornell University) · 891
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Exploring Models and Data for Image Question Answering
2015 · Ren, Mengye, Kiros, Ryan, et al. · arXiv (Cornell University) · 613
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The Reversible Residual Network: Backpropagation Without Storing Activations
2017 · Gomez, Aidan N., Ren, Mengye, et al. · arXiv (Cornell University) · 386
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End-to-End Instance Segmentation with Recurrent Attention
2017 · Mengye Ren, Richard S. Zemel · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 309
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Physically Realizable Adversarial Examples for LiDAR Object Detection
2020 · James Tu, Mengye Ren, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 249
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SBNet: Sparse Blocks Network for Fast Inference
2018 · Mengye Ren, Andrei Pokrovsky, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 198
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AdvSim: Generating Safety-Critical Scenarios for Self-Driving Vehicles
2021 · Jingkang Wang, Ava Pun, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 190
Perceive, Predict, and Plan: Safe Motion Planning Through Interpretable Semantic Representations
2020 · Abbas Sadat, Sergio Casas, et al. · Lecture notes in computer science · 183
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Meta-Learning for Semi-Supervised Few-Shot Classification
2018 · Eleni Triantafillou, Hugo Larochelle, et al. · arXiv (Cornell University) · 176
Graph HyperNetworks for Neural Architecture Search
2018 · Zhang, Chris, Ren, Mengye, et al. · arXiv (Cornell University) · 139
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Image Question Answering: A Visual Semantic Embedding Model and a New Dataset.
2015 · Mengye Ren, Ryan Kiros, et al. · arXiv (Cornell University) · 133
End-to-end Contextual Perception and Prediction with Interaction Transformer
2020 · Lingyun Luke Li, Bin Yang, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 124
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Incremental Few-Shot Learning with Attention Attractor Networks
2018 · Ren, Mengye, Liao, Renjie, et al. · arXiv (Cornell University) · 122
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SceneGen: Learning to Generate Realistic Traffic Scenes
2021 · Shuhan Tan, Kelvin Wong, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 104
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Jointly Learnable Behavior and Trajectory Planning for Self-Driving Vehicles
2019 · Abbas Sadat, Mengye Ren, et al. · IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) · 87
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Identifying Unknown Instances for Autonomous Driving
2019 · Wong, Kelvin, Wang, Shenlong, et al. · arXiv (Cornell University) · 78
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Understanding Short-Horizon Bias in Stochastic Meta-Optimization
2018 · Wu, Yuhuai, Ren, Mengye, et al. · arXiv (Cornell University) · 71
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Normalizing the Normalizers: Comparing and Extending Network Normalization Schemes
2016 · Ren, Mengye, Liao, Renjie, et al. · arXiv (Cornell University) · 67
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Adversarial Attacks On Multi-Agent Communication
2021 · James Tu, Tsunhsuan Wang, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 63
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Exploring Adversarial Robustness of Multi-Sensor Perception Systems in Self Driving
2021 · Tu, James, Li, Huichen, et al. · arXiv (Cornell University) · 51
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End-to-End Instance Segmentation and Counting with Recurrent Attention.
2016 · Mengye Ren, Richard S. Zemel · arXiv (Cornell University) · 50
Graph HyperNetworks for Neural Architecture Search.
2018 · Wenjun Zhang, Mengye Ren, et al. · International Conference on Learning Representations · 41
Learning to Communicate and Correct Pose Errors
2020 · Vadivelu, Nicholas, Ren, Mengye, et al. · arXiv (Cornell University) · 40
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Towards Unsupervised Object Detection from LiDAR Point Clouds
2023 · Lunjun Zhang, Anqi Joyce Yang, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 39
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Works count: 84
Citation count: 5,708
H-index: 27
I10-index: 34
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