Jiquan Ngiam

Publication Activity (10 Years)

Years Active: 2009-2022
Publications (10 Years): 31

Top Topics

Pose Normalization

Efficient Inference

Object Detection

Top Venues

Publications

Yingwei Li, Adams Wei Yu, Tianjian Meng, Benjamin Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Bo Wu, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan L. Yuille, Mingxing Tan
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection. CoRR (2022)
Yingwei Li, Adams Wei Yu, Tianjian Meng, Benjamin Caine, Jiquan Ngiam, Daiyi Peng, Junyang Shen, Yifeng Lu, Denny Zhou, Quoc V. Le, Alan L. Yuille, Mingxing Tan
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection. CVPR (2022)
Jiquan Ngiam, Vijay Vasudevan, Benjamin Caine, Zhengdong Zhang, Hao-Tien Lewis Chiang, Jeffrey Ling, Rebecca Roelofs, Alex Bewley, Chenxi Liu, Ashish Venugopal, David J. Weiss, Ben Sapp, Zhifeng Chen, Jonathon Shlens
Scene Transformer: A unified architecture for predicting future trajectories of multiple agents. ICLR (2022)
Zetong Yang, Yin Zhou, Zhifeng Chen, Jiquan Ngiam
3D-MAN: 3D Multi-frame Attention Network for Object Detection. CoRR (2021)
Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao, Sabeek Pradhan, Yuning Chai, Benjamin Sapp, Charles R. Qi, Yin Zhou, Zoey Yang, Aurelien Chouard, Pei Sun, Jiquan Ngiam, Vijay Vasudevan, Alexander McCauley, Jonathon Shlens, Dragomir Anguelov
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset. CoRR (2021)
Zetong Yang, Yin Zhou, Zhifeng Chen, Jiquan Ngiam
3D-MAN: 3D Multi-Frame Attention Network for Object Detection. CVPR (2021)
Benjamin Caine, Rebecca Roelofs, Vijay Vasudevan, Jiquan Ngiam, Yuning Chai, Zhifeng Chen, Jonathon Shlens
Pseudo-labeling for Scalable 3D Object Detection. CoRR (2021)
Yuning Chai, Pei Sun, Jiquan Ngiam, Weiyue Wang, Benjamin Caine, Vijay Vasudevan, Xiao Zhang, Dragomir Anguelov
To the Point: Efficient 3D Object Detection in the Range Image with Graph Convolution Kernels. CoRR (2021)
Jiquan Ngiam, Benjamin Caine, Vijay Vasudevan, Zhengdong Zhang, Hao-Tien Lewis Chiang, Jeffrey Ling, Rebecca Roelofs, Alex Bewley, Chenxi Liu, Ashish Venugopal, David Weiss, Benjamin Sapp, Zhifeng Chen, Jonathon Shlens
Scene Transformer: A unified multi-task model for behavior prediction and planning. CoRR (2021)
Scott Ettinger, Shuyang Cheng, Benjamin Caine, Chenxi Liu, Hang Zhao, Sabeek Pradhan, Yuning Chai, Ben Sapp, Charles R. Qi, Yin Zhou, Zoey Yang, Aurelien Chouard, Pei Sun, Jiquan Ngiam, Vijay Vasudevan, Alexander McCauley, Jonathon Shlens, Dragomir Anguelov
Large Scale Interactive Motion Forecasting for Autonomous Driving : The Waymo Open Motion Dataset. ICCV (2021)
Yuning Chai, Pei Sun, Jiquan Ngiam, Weiyue Wang, Benjamin Caine, Vijay Vasudevan, Xiao Zhang, Dragomir Anguelov
To the Point: Efficient 3D Object Detection in the Range Image With Graph Convolution Kernels. CVPR (2021)
Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk, Ouais Alsharif, Jiquan Ngiam, Vijay Vasudevan, Jonathon Shlens, Zhifeng Chen
Streaming Object Detection for 3-D Point Clouds. CoRR (2020)
Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui, James Guo, Yin Zhou, Yuning Chai, Benjamin Caine, Vijay Vasudevan, Wei Han, Jiquan Ngiam, Hang Zhao, Aleksei Timofeev, Scott Ettinger, Maxim Krivokon, Amy Gao, Aditya Joshi, Yu Zhang, Jonathon Shlens, Zhifeng Chen, Dragomir Anguelov
Scalability in Perception for Autonomous Driving: Waymo Open Dataset. CVPR (2020)
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
Learning a Multi-Domain Curriculum for Neural Machine Translation. ACL (2020)
Wei Han, Zhengdong Zhang, Benjamin Caine, Brandon Yang, Christoph Sprunk, Ouais Alsharif, Jiquan Ngiam, Vijay Vasudevan, Jonathon Shlens, Zhifeng Chen
Streaming Object Detection for 3-D Point Clouds. ECCV (18) (2020)
Zhao Chen, Jiquan Ngiam, Yanping Huang, Thang Luong, Henrik Kretzschmar, Yuning Chai, Dragomir Anguelov
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout. CoRR (2020)
Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov
Improving 3D Object Detection Through Progressive Population Based Augmentation. ECCV (21) (2020)
Shuyang Cheng, Zhaoqi Leng, Ekin Dogus Cubuk, Barret Zoph, Chunyan Bai, Jiquan Ngiam, Yang Song, Benjamin Caine, Vijay Vasudevan, Congcong Li, Quoc V. Le, Jonathon Shlens, Dragomir Anguelov
Improving 3D Object Detection through Progressive Population Based Augmentation. CoRR (2020)
Zhao Chen, Jiquan Ngiam, Yanping Huang, Thang Luong, Henrik Kretzschmar, Yuning Chai, Dragomir Anguelov
Just Pick a Sign: Optimizing Deep Multitask Models with Gradient Sign Dropout. NeurIPS (2020)
Brandon Yang, Gabriel Bender, Quoc V. Le, Jiquan Ngiam
Soft Conditional Computation. CoRR (2019)
Wei Wang, Ye Tian, Jiquan Ngiam, Yinfei Yang, Isaac Caswell, Zarana Parekh
Learning a Multitask Curriculum for Neural Machine Translation. CoRR (2019)
Yin Zhou, Pei Sun, Yu Zhang, Dragomir Anguelov, Jiyang Gao, Tom Ouyang, James Guo, Jiquan Ngiam, Vijay Vasudevan
End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds. CoRL (2019)
Brandon Yang, Gabriel Bender, Quoc V. Le, Jiquan Ngiam
CondConv: Conditionally Parameterized Convolutions for Efficient Inference. NeurIPS (2019)
Yanping Huang, Youlong Cheng, Ankur Bapna, Orhan Firat, Dehao Chen, Mia Xu Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Yonghui Wu, Zhifeng Chen
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. NeurIPS (2019)
Yin Zhou, Pei Sun, Yu Zhang, Dragomir Anguelov, Jiyang Gao, Tom Ouyang, James Guo, Jiquan Ngiam, Vijay Vasudevan
End-to-End Multi-View Fusion for 3D Object Detection in LiDAR Point Clouds. CoRR (2019)
Keren Gu, Brandon Yang, Jiquan Ngiam, Quoc V. Le, Jonathon Shlens
Using Videos to Evaluate Image Model Robustness. CoRR (2019)
Jiquan Ngiam, Benjamin Caine, Wei Han, Brandon Yang, Yuning Chai, Pei Sun, Yin Zhou, Xi Yi, Ouais Alsharif, Patrick Nguyen, Zhifeng Chen, Jonathon Shlens, Vijay Vasudevan
StarNet: Targeted Computation for Object Detection in Point Clouds. CoRR (2019)
Pei Sun, Henrik Kretzschmar, Xerxes Dotiwalla, Aurelien Chouard, Vijaysai Patnaik, Paul Tsui, James Guo, Yin Zhou, Yuning Chai, Benjamin Caine, Vijay Vasudevan, Wei Han, Jiquan Ngiam, Hang Zhao, Aleksei Timofeev, Scott Ettinger, Maxim Krivokon, Amy Gao, Aditya Joshi, Yu Zhang, Jonathon Shlens, Zhifeng Chen, Dragomir Anguelov
Scalability in Perception for Autonomous Driving: Waymo Open Dataset. CoRR (2019)
Jiquan Ngiam, Daiyi Peng, Vijay Vasudevan, Simon Kornblith, Quoc V. Le, Ruoming Pang
Domain Adaptive Transfer Learning with Specialist Models. CoRR (2018)
Yanping Huang, Yonglong Cheng, Dehao Chen, HyoukJoong Lee, Jiquan Ngiam, Quoc V. Le, Zhifeng Chen
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism. CoRR (2018)
Zhenghao Chen, Andy Nguyen, Amory Schlender, Jiquan Ngiam
Real-time programming exercise feedback in MOOCs. EDM (2017)
Jiquan Ngiam, Zhenghao Chen, Pang Wei Koh, Andrew Y. Ng
Learning Deep Energy Models. ICML (2011)
Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee, Andrew Y. Ng
Multimodal Deep Learning. ICML (2011)
Jiquan Ngiam, Pang Wei Koh, Zhenghao Chen, Sonia A. Bhaskar, Andrew Y. Ng
Sparse Filtering. NIPS (2011)
Quoc V. Le, Alexandre Karpenko, Jiquan Ngiam, Andrew Y. Ng
ICA with Reconstruction Cost for Efficient Overcomplete Feature Learning. NIPS (2011)
Quoc V. Le, Jiquan Ngiam, Adam Coates, Ahbik Lahiri, Bobby Prochnow, Andrew Y. Ng
On optimization methods for deep learning. ICML (2011)
Juhan Nam, Jiquan Ngiam, Honglak Lee, Malcolm Slaney
A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations. ISMIR (2011)
Quoc V. Le, Jiquan Ngiam, Zhenghao Chen, Daniel Jin hao Chia, Pang Wei Koh, Andrew Y. Ng
Tiled convolutional neural networks. NIPS (2010)
Jiquan Ngiam, Hanlin Goh
Learning Global and Regional Features for Photo Annotation. CLEF (2) (2009)
Jiquan Ngiam, Hanlin Goh
I2R ImageCLEF Photo Annotation 2009 Working Notes. CLEF (Working Notes) (2009)