Ziyi Liu | DeepAI

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Lei Li
255 publications
Chao Li
169 publications
Jie Yang
158 publications
Xiang Ren
120 publications
Ge Li
114 publications
Nanning Zheng
97 publications
Bo Du
94 publications
Yi Wu
77 publications
Yifan Sun
74 publications
Yang Xiang
74 publications
Daniel Hsu
72 publications

∙ 09/03/2023

SOAR: Scene-debiasing Open-set Action Recognition

Deep learning models have a risk of utilizing spurious clues to make pre...

0 Yuanhao Zhai, et al. ∙

∙ 04/04/2023

Handling Concept Drift in Global Time Series Forecasting

Machine learning (ML) based time series forecasting models often require...

0 Ziyi Liu, et al. ∙

∙ 03/14/2023

Learning Adaptable Risk-Sensitive Policies to Coordinate in Multi-Agent General-Sum Games

In general-sum games, the interaction of self-interested learning agents...

0 Ziyi Liu, et al. ∙

∙ 11/28/2022

Subgroup analysis for the functional linear model

Classical functional linear regression models the relationship between a...

0 Yifan Sun, et al. ∙

∙ 11/08/2022

Clustered Federated Learning based on Nonconvex Pairwise Fusion

This study investigates clustered federated learning (FL), one of the fo...

0 Xue Yu, et al. ∙

∙ 10/30/2022

XMD: An End-to-End Framework for Interactive Explanation-Based Debugging of NLP Models

NLP models are susceptible to learning spurious biases (i.e., bugs) that...

0 Dong-Ho Lee, et al. ∙

∙ 09/14/2022

Finetuning Pretrained Vision-Language Models with Correlation Information Bottleneck for Robust Visual Question Answering

Benefiting from large-scale Pretrained Vision-Language Models (VL-PMs), ...

0 Jingjing Jiang, et al. ∙

∙ 08/26/2022

AiM: Taking Answers in Mind to Correct Chinese Cloze Tests in Educational Applications

To automatically correct handwritten assignments, the traditional approa...

0 Yusen Zhang, et al. ∙

∙ 05/31/2022

Learning Generalizable Risk-Sensitive Policies to Coordinate in Decentralized Multi-Agent General-Sum Games

While various multi-agent reinforcement learning methods have been propo...

0 Ziyi Liu, et al. ∙

∙ 05/25/2022

ER-TEST: Evaluating Explanation Regularization Methods for NLP Models

Neural language models' (NLMs') reasoning processes are notoriously hard...

0 Brihi Joshi, et al. ∙

∙ 11/29/2021

LiVLR: A Lightweight Visual-Linguistic Reasoning Framework for Video Question Answering

Video Question Answering (VideoQA), aiming to correctly answer the given...

0 Jingjing Jiang, et al. ∙

∙ 11/09/2021

Machine Learning for Multimodal Electronic Health Records-based Research: Challenges and Perspectives

Background: Electronic Health Records (EHRs) contain rich information of...

0 Ziyi Liu, et al. ∙

∙ 10/15/2021

SGEN: Single-cell Sequencing Graph Self-supervised Embedding Network

Single-cell sequencing has a significant role to explore biological proc...

0 Ziyi Liu, et al. ∙

∙ 09/09/2021

Multi-Constraint Shortest Path using Forest Hop Labeling

The Multi-Constraint Shortest Path (MCSP) problem aims to find the short...

0 Ziyi Liu, et al. ∙

∙ 07/05/2021

LightFuse: Lightweight CNN based Dual-exposure Fusion

Deep convolutional neural networks (DCNN) aided high dynamic range (HDR)...

1 Ziyi Liu, et al. ∙

∙ 03/30/2021

Weakly Supervised Temporal Action Localization Through Learning Explicit Subspaces for Action and Context

Weakly-supervised Temporal Action Localization (WS-TAL) methods learn to...

0 Ziyi Liu, et al. ∙

∙ 03/28/2021

ACSNet: Action-Context Separation Network for Weakly Supervised Temporal Action Localization

The object of Weakly-supervised Temporal Action Localization (WS-TAL) is...

0 Ziyi Liu, et al. ∙

∙ 02/02/2021

Mobile-end Tone Mapping based on Integral Image and Integral Histogram

Wide dynamic range (WDR) image tone mapping is in high demand in many ap...

2 Jie Yang, et al. ∙

∙ 01/31/2021

Tone Mapping Based on Multi-scale Histogram Synthesis

In this paper, we present a novel tone mapping algorithm that can be use...

6 Jie Yang, et al. ∙

∙ 01/31/2021

Deep Reformulated Laplacian Tone Mapping

Wide dynamic range (WDR) images contain more scene details and contrast ...

7 Jie Yang, et al. ∙

∙ 01/11/2021

WDR FACE: The First Database for Studying Face Detection in Wide Dynamic Range

Currently, face detection approaches focus on facial information by vary...

10 Ziyi Liu, et al. ∙

∙ 01/08/2021

A review for Tone-mapping Operators on Wide Dynamic Range Image

The dynamic range of our normal life can exceeds 120 dB, however, the sm...

0 Ziyi Liu, et al. ∙

∙ 10/11/2020

Detecting Foodborne Illness Complaints in Multiple Languages Using English Annotations Only

Health departments have been deploying text classification systems for t...

2 Ziyi Liu, et al. ∙

∙ 03/19/2018

Attention-based Temporal Weighted Convolutional Neural Network for Action Recognition

Research in human action recognition has accelerated significantly since...

0 Jinliang Zang, et al. ∙

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