Zhen Zeng | DeepAI

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Featured Co-authors

Jing Xiao
190 publications
Xiao Li
105 publications
Jianzong Wang
87 publications
Shanshan Wang
65 publications
Ning Cheng
58 publications
Manuela Veloso
57 publications
Xulong Zhang
36 publications
Odest Chadwicke Jenkins
30 publications
Tucker Balch
28 publications
Wei Zheng
28 publications
Xun Yang
24 publications

∙ 04/11/2023

Financial Time Series Forecasting using CNN and Transformer

Time series forecasting is important across various domains for decision...

0 Zhen Zeng, et al. ∙

∙ 10/15/2022

Self-supervised Graph Learning for Long-tailed Cognitive Diagnosis

Cognitive diagnosis is a fundamental yet critical research task in the f...

0 Shanshan Wang, et al. ∙

∙ 08/08/2022

TGAVC: Improving Autoencoder Voice Conversion with Text-Guided and Adversarial Training

Non-parallel many-to-many voice conversion remains an interesting but ch...

0 Huaizhen Tang, et al. ∙

∙ 10/18/2021

Probabilistic Inference in Planning for Partially Observable Long Horizon Problems

For autonomous service robots to successfully perform long horizon tasks...

0 Alphonsus Adu-Bredu, et al. ∙

∙ 10/05/2021

SeanNet: Semantic Understanding Network for Localization Under Object Dynamics

We aim for domestic robots to operate indoor for long-term service. Unde...

1 Xiao Li, et al. ∙

∙ 07/02/2021

Visual Time Series Forecasting: An Image-driven Approach

In this work, we address time-series forecasting as a computer vision ta...

0 Naftali Cohen, et al. ∙

∙ 02/24/2021

Deep Video Prediction for Time Series Forecasting

Time series forecasting is essential for decision making in many domains...

14 Zhen Zeng, et al. ∙

∙ 12/03/2020

MelGlow: Efficient Waveform Generative Network Based on Location-Variable Convolution

Recent neural vocoders usually use a WaveNet-like network to capture the...

0 Zhen Zeng, et al. ∙

∙ 12/03/2020

GraphPB: Graphical Representations of Prosody Boundary in Speech Synthesis

This paper introduces a graphical representation approach of prosody bou...

0 Aolan Sun, et al. ∙

∙ 11/18/2020

Robot Task Planning for Low Entropy Belief States

Recent advances in computational perception have significantly improved ...

0 Alphonsus Adu-Bredu, et al. ∙

∙ 11/18/2020

Visual Forecasting of Time Series with Image-to-Image Regression

Time series forecasting is essential for agents to make decisions in man...

26 Naftali Cohen, et al. ∙

∙ 10/16/2020

Manipulation-Oriented Object Perception in Clutter through Affordance Coordinate Frames

In order to enable robust operation in unstructured environments, robots...

0 Xiaotong Chen, et al. ∙

∙ 08/13/2020

Prosody Learning Mechanism for Speech Synthesis System Without Text Length Limit

Recent neural speech synthesis systems have gradually focused on the con...

0 Zhen Zeng, et al. ∙

∙ 06/18/2020

Semantic Linking Maps for Active Visual Object Search

We aim for mobile robots to function in a variety of common human enviro...

0 Zhen Zeng, et al. ∙

∙ 03/04/2020

AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment

Targeting at both high efficiency and performance, we propose AlignTTS t...

0 Zhen Zeng, et al. ∙

∙ 03/04/2020

GraphTTS: graph-to-sequence modelling in neural text-to-speech

This paper leverages the graph-to-sequence method in neural text-to-spee...

0 Aolan Sun, et al. ∙

∙ 10/04/2019

A Random Interaction Forest for Prioritizing Predictive Biomarkers

Precision medicine is becoming a focus in medical research recently, as ...

34 Zhen Zeng, et al. ∙

∙ 10/26/2018

Semantic Mapping with Simultaneous Object Detection and Localization

We present a filtering-based method for semantic mapping to simultaneous...

0 Zhen Zeng, et al. ∙

∙ 03/03/2016

Object Manipulation Learning by Imitation

We aim to enable robot to learn object manipulation by imitation. Given ...

0 Zhen Zeng, et al. ∙

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