Search Results for author: Yuzhong Huang

Found 5 papers, 1 papers with code

Statistical Equity: A Fairness Classification Objective

1 code implementation14 May 2020 Ninareh Mehrabi, Yuzhong Huang, Fred Morstatter

We formalize our definition of fairness, and motivate it with its appropriate contexts.

Classification Fairness +1

InteriorNet: Mega-scale Multi-sensor Photo-realistic Indoor Scenes Dataset

no code implementations3 Sep 2018 Wenbin Li, Sajad Saeedi, John McCormac, Ronald Clark, Dimos Tzoumanikas, Qing Ye, Yuzhong Huang, Rui Tang, Stefan Leutenegger

Datasets have gained an enormous amount of popularity in the computer vision community, from training and evaluation of Deep Learning-based methods to benchmarking Simultaneous Localization and Mapping (SLAM).

Frame Simultaneous Localization and Mapping

Fast Retinomorphic Event Stream for Video Recognition and Reinforcement Learning

no code implementations16 May 2018 Wanjia Liu, Huaijin Chen, Rishab Goel, Yuzhong Huang, Ashok Veeraraghavan, Ankit Patel

Good temporal representations are crucial for video understanding, and the state-of-the-art video recognition framework is based on two-stream networks.

Action Recognition Atari Games +6

Efficient Text Classification Using Tree-structured Multi-linear Principal Component Analysis

no code implementations20 Jan 2018 Yuanhang Su, Yuzhong Huang, C. -C. Jay Kuo

A novel text data dimension reduction technique, called the tree-structured multi-linear principal component anal- ysis (TMPCA), is proposed in this work.

Dimensionality Reduction General Classification +1

Dependent Bidirectional RNN with Extended-long Short-term Memory

no code implementations ICLR 2018 Yuanhang Su, Yuzhong Huang, C. -C. Jay Kuo

Based on the analysis, we propose a new design, called the extended-long short-term memory (ELSTM), to extend the memory length of a cell.

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