1 code implementation • CVPR 2023 • Alexander Raistrick, Lahav Lipson, Zeyu Ma, Lingjie Mei, Mingzhe Wang, Yiming Zuo, Karhan Kayan, Hongyu Wen, Beining Han, Yihan Wang, Alejandro Newell, Hei Law, Ankit Goyal, Kaiyu Yang, Jia Deng
We introduce Infinigen, a procedural generator of photorealistic 3D scenes of the natural world.
no code implementations • CVPR 2022 • Julian Ost, Issam Laradji, Alejandro Newell, Yuval Bahat, Felix Heide
We introduce Neural Point Light Fields that represent scenes implicitly with a light field living on a sparse point cloud.
3 code implementations • 9 Jun 2021 • Ankit Goyal, Hei Law, Bowei Liu, Alejandro Newell, Jia Deng
It also outperforms state-of-the-art methods on ScanObjectNN, a real-world point cloud benchmark, and demonstrates better cross-dataset generalization.
Ranked #18 on Point Cloud Classification on PointCloud-C
2 code implementations • 1 Jan 2021 • Ankit Goyal, Hei Law, Bowei Liu, Alejandro Newell, Jia Deng
It also outperforms state-of-the-art methods on ScanObjectNN, a real-world point cloud benchmark, and demonstrates better cross-dataset generalization.
Ranked #11 on 3D Point Cloud Classification on ModelNet40-C
2 code implementations • CVPR 2020 • Alejandro Newell, Jia Deng
We investigate what factors may play a role in the utility of these pretraining methods for practitioners.
no code implementations • ICLR 2020 • Alejandro Newell, Lu Jiang, Chong Wang, Li-Jia Li, Jia Deng
Multi-task learning holds the promise of less data, parameters, and time than training of separate models.
3 code implementations • NeurIPS 2017 • Alejandro Newell, Jia Deng
Graphs are a useful abstraction of image content.
5 code implementations • NeurIPS 2017 • Alejandro Newell, Zhiao Huang, Jia Deng
We introduce associative embedding, a novel method for supervising convolutional neural networks for the task of detection and grouping.
Ranked #5 on Keypoint Detection on OCHuman
45 code implementations • 22 Mar 2016 • Alejandro Newell, Kaiyu Yang, Jia Deng
This work introduces a novel convolutional network architecture for the task of human pose estimation.
Ranked #1 on Pose Estimation on FLIC Wrists