no code implementations • CVPR 2022 • Donghun Kang, Hyeonjoong Jang, Jungeon Lee, Chong-Min Kyung, Min H. Kim
However, stereo matching performance on these image formats has been lower than the conventional stereo due to severe image distortion near pole regions.
no code implementations • 23 Jun 2020 • Saad Imran, Muhammad Umar Karim Khan, Sikander Bin Mukarram, Chong-Min Kyung
Small-baseline stereo pairs provide small depth range but handle occlusions well.
Monocular Depth Estimation Unsupervised Monocular Depth Estimation
no code implementations • 16 Jun 2020 • Muhammad Umar Karim Khan, Mishal Fatima, Chong-Min Kyung
With a single epoch of training, our method improves the AUC by 8. 03% compared to the convolutional LSTM-based approach.
no code implementations • 16 Jun 2020 • Muhammad Suhaib Tanveer, Muhammad Umar Karim Khan, Chong-Min Kyung
Our method offers a good trade-off between the number of parameters and classification accuracy.
Ranked #1 on Image Classification on Fashion-MNIST
1 code implementation • CVPR 2019 • Hyeji Kim, Muhammad Umar Karim Khan, Chong-Min Kyung
The better accuracy and complexity compromise, as well as the extremely fast speed of our method makes it suitable for neural network compression.
no code implementations • 28 Jun 2018 • Hyeji Kim, Chong-Min Kyung
In this paper, we define rank selection as a combinatorial optimization problem and propose a methodology to minimize network complexity while maintaining the desired accuracy.
Combinatorial Optimization Vocal Bursts Intensity Prediction