no code implementations • 13 Dec 2021 • Yichuan Tang, Ryosuke Tsumura, Jakub T. Kaminski, Haichong K. Zhang
Results of point targets suggested improved image quality on the elevation plane, and results of cysts targets demonstrated a potential to improve 3D visualization of human anatomy.
no code implementations • NeurIPS 2014 • Yichuan Tang, Nitish Srivastava, Ruslan Salakhutdinov
Our model is a proper graphical model where the 2D Similarity transformation is a part of the top-down process.
no code implementations • NeurIPS 2013 • Yichuan Tang, Ruslan R. Salakhutdinov
As regressors, MLPs model the conditional distribution of the predictor variables Y given the input variables X.
11 code implementations • 1 Jul 2013 • Ian J. Goodfellow, Dumitru Erhan, Pierre Luc Carrier, Aaron Courville, Mehdi Mirza, Ben Hamner, Will Cukierski, Yichuan Tang, David Thaler, Dong-Hyun Lee, Yingbo Zhou, Chetan Ramaiah, Fangxiang Feng, Ruifan Li, Xiaojie Wang, Dimitris Athanasakis, John Shawe-Taylor, Maxim Milakov, John Park, Radu Ionescu, Marius Popescu, Cristian Grozea, James Bergstra, Jingjing Xie, Lukasz Romaszko, Bing Xu, Zhang Chuang, Yoshua Bengio
The ICML 2013 Workshop on Challenges in Representation Learning focused on three challenges: the black box learning challenge, the facial expression recognition challenge, and the multimodal learning challenge.
Ranked #13 on Facial Expression Recognition (FER) on FER2013
4 code implementations • 2 Jun 2013 • Yichuan Tang
Recently, fully-connected and convolutional neural networks have been trained to achieve state-of-the-art performance on a wide variety of tasks such as speech recognition, image classification, natural language processing, and bioinformatics.