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Renjie Liao

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Nonlinear Equation Solving: A Faster Alternative to Feedforward Computation

Feb 10, 2020
Yang Song, Chenlin Meng, Renjie Liao, Stefano Ermon

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Spatially-Aware Graph Neural Networks for Relational Behavior Forecasting from Sensor Data

Oct 18, 2019
Sergio Casas, Cole Gulino, Renjie Liao, Raquel Urtasun

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Discrete Residual Flow for Probabilistic Pedestrian Behavior Prediction

Oct 17, 2019
Ajay Jain, Sergio Casas, Renjie Liao, Yuwen Xiong, Song Feng, Sean Segal, Raquel Urtasun

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Efficient Graph Generation with Graph Recurrent Attention Networks

Oct 02, 2019
Renjie Liao, Yujia Li, Yang Song, Shenlong Wang, Charlie Nash, William L. Hamilton, David Duvenaud, Raquel Urtasun, Richard S. Zemel

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DMM-Net: Differentiable Mask-Matching Network for Video Object Segmentation

Sep 27, 2019
Xiaohui Zeng, Renjie Liao, Li Gu, Yuwen Xiong, Sanja Fidler, Raquel Urtasun

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Deformable Filter Convolution for Point Cloud Reasoning

Jul 30, 2019
Yuwen Xiong, Mengye Ren, Renjie Liao, Kelvin Wong, Raquel Urtasun

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Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models

Jun 22, 2019
Guangyong Chen, Pengfei Chen, Chang-Yu Hsieh, Chee-Kong Lee, Benben Liao, Renjie Liao, Weiwen Liu, Jiezhong Qiu, Qiming Sun, Jie Tang, Richard Zemel, Shengyu Zhang

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DARNet: Deep Active Ray Network for Building Segmentation

May 15, 2019
Dominic Cheng, Renjie Liao, Sanja Fidler, Raquel Urtasun

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UPSNet: A Unified Panoptic Segmentation Network

Jan 12, 2019
Yuwen Xiong, Renjie Liao, Hengshuang Zhao, Rui Hu, Min Bai, Ersin Yumer, Raquel Urtasun

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LanczosNet: Multi-Scale Deep Graph Convolutional Networks

Jan 06, 2019
Renjie Liao, Zhizhen Zhao, Raquel Urtasun, Richard S. Zemel

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