Posts by Collection
| Neural Face Identification in a 2D Wireframe Projection of a Manifold Object |
Kehan Wang, Jia Zheng, Zihan Zhou
project page / arXiv / code
The first data-driven approach to identify face loops from a single line drawing and reconstruct 3D model using face information.
| Multi-Modal Semantic Inconsistency Detection in Social Media News Posts |
Scott McCrae, Kehan Wang, Avideh Zakhor
Detect misinformation in Facebook news posts in social media using multi-modal fusion.
| Wavelet: Efficient DNN Training with Tick-Tock Scheduling |
Guanhua Wang, Kehan Wang, Kenan Jiang, Xiangjun Li, Ion Stoica
project page / paper
Wavelet is a novel scheduling scheme for DNN training that trains model up to 6.7x faster.
| Fast, Accurate Barcode Detection in Ultra High-Resolution Images |
Jerome Quenum, Kehan Wang, Avideh Zakhor
paper / code
Y-Net outperforms state-of-the-art methods on barcode detection in high resolution images.
| Composing MPC with LQR and Neural Networks for Efficient and Stable Control |
Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre Bayen
Memory-Augmented MPC is a provably stable control that combines a linear quadratic regulator, a neural network, and an MPC.