no code implementations • 25 Mar 2024 • Xinglong Sun, Haijiang Sun, Shan Jiang, Jiacheng Wang, Xilai Wei, Zhonghe Hu
They are capable of fully capturing the category-related semantics for classification and the local spatial contexts for regression, respectively.
1 code implementation • 1 Jan 2024 • Xinglong Sun, Adam W. Harley, Leonidas J. Guibas
In the first stage, we use the pre-trained model to estimate motion in a video, and then select the subset of motion estimates which we can verify with cycle-consistency.
2 code implementations • 3 Aug 2023 • Xinglong Sun, Jean Ponce, Yu-Xiong Wang
Our study reveals that, different from prior work, deformable convolution needs to be applied on an estimated depth map with a relatively high density for better performance.
1 code implementation • 22 Jun 2023 • Xinglong Sun
On DomainBed benchmark and state-of-the-art MIRO, we can further boost its performance by 1 point only by introducing 10% sparsity into the model.
1 code implementation • CVPR 2022 • Xinglong Sun, Ali Hassani, Zhangyang Wang, Gao Huang, Humphrey Shi
We analyzed the pruning masks generated with DiSparse and observed strikingly similar sparse network architecture identified by each task even before the training starts.
no code implementations • 30 Apr 2021 • Xinglong Sun, Guangliang Han, Lihong Guo, Tingfa Xu, Jianan Li, Peixun Liu
Offline Siamese networks have achieved very promising tracking performance, especially in accuracy and efficiency.
no code implementations • 12 Aug 2020 • Hang Yang, Xiaotian Wu, Xinglong Sun
The goal of blind image deblurring is to recover sharp image from one input blurred image with an unknown blur kernel.