Search Results for author: Michael Yang

Found 8 papers, 1 papers with code

Teacher-Student Learning on Complexity in Intelligent Routing

no code implementations24 Feb 2024 Shu-Ting Pi, Michael Yang, Yuying Zhu, Qun Liu

Customer service is often the most time-consuming aspect for e-commerce websites, with each contact typically taking 10-15 minutes.

Contact Complexity in Customer Service

no code implementations24 Feb 2024 Shu-Ting Pi, Michael Yang, Qun Liu

To tackle this, a machine learning model that accurately predicts the complexity of customer issues is highly desirable.

Event Camera-based Visual Odometry for Dynamic Motion Tracking of a Legged Robot Using Adaptive Time Surface

no code implementations15 May 2023 Shifan Zhu, Zhipeng Tang, Michael Yang, Erik Learned-Miller, Donghyun Kim

Our paper proposes a direct sparse visual odometry method that combines event and RGB-D data to estimate the pose of agile-legged robots during dynamic locomotion and acrobatic behaviors.

Pose Estimation Visual Odometry

Visual Transformer for Object Detection

no code implementations1 Jun 2022 Michael Yang

Transformers, or Self-attention networks to be more specific, on the other hand, have emerged as a recent advance to capture long range interactions of the input, but they have mostly been applied to sequence modeling tasks such as Neural Machine Translation, Image captioning and other Natural Language Processing tasks.

Image Captioning Machine Translation +3

Graph Relation Transformer: Incorporating pairwise object features into the Transformer architecture

no code implementations11 Nov 2021 Michael Yang, Aditya Anantharaman, Zachary Kitowski, Derik Clive Robert

TextVQA is a VQA dataset geared towards this problem, where the questions require answering systems to read and reason about visual objects and text objects in images.

Graph Attention Question Answering +2

Training and Inference Methods for High-Coverage Neural Machine Translation

no code implementations WS 2020 Michael Yang, Yixin Liu, Rahul Mayuranath

In this paper, we introduce a system built for the Duolingo Simultaneous Translation And Paraphrase for Language Education (STAPLE) shared task at the 4th Workshop on Neural Generation and Translation (WNGT 2020).

Machine Translation Translation +1

Image Captioning through Image Transformer

2 code implementations29 Apr 2020 Sen He, Wentong Liao, Hamed R. -Tavakoli, Michael Yang, Bodo Rosenhahn, Nicolas Pugeault

Inspired by the successes in text analysis and translation, previous work have proposed the \textit{transformer} architecture for image captioning.

Image Captioning object-detection +3

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