Yang Jiao | DeepAI

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Sijia Liu
112 publications
Yi Ren
101 publications
Yu-Gang Jiang
101 publications
Lin Ma
98 publications
Shuo Yang
76 publications
Kai Yang
66 publications
Kui Ren
57 publications
Chen Zhu
44 publications
Guangming Shi
42 publications
Jingjing Chen
39 publications
Xiaolin Wei
37 publications

∙ 07/25/2023

Federated Distributionally Robust Optimization with Non-Convex Objectives: Algorithm and Analysis

Distributionally Robust Optimization (DRO), which aims to find an optima...

0 Yang Jiao, et al. ∙

∙ 06/30/2023

Parallel Self-assembly for a Multi-USV System on Water Surface with Obstacles

Parallel self-assembly is an efficient approach to accelerate the assemb...

0 Lianxin Zhang, et al. ∙

∙ 05/24/2023

NuScenes-QA: A Multi-modal Visual Question Answering Benchmark for Autonomous Driving Scenario

We introduce a novel visual question answering (VQA) task in the context...

0 Tianwen Qian, et al. ∙

∙ 12/20/2022

Asynchronous Distributed Bilevel Optimization

Bilevel optimization plays an essential role in many machine learning ta...

0 Yang Jiao, et al. ∙

∙ 12/11/2022

CPMLHO:Hyperparameter Tuning via Cutting Plane and Mixed-Level Optimization

The hyperparameter optimization of neural network can be expressed as a ...

0 Shuo Yang, et al. ∙

∙ 12/07/2022

Design and Control of the "TransBoat": A Transformable Unmanned Surface Vehicle for Overwater Construction

This paper presents the TransBoat, a novel omnidirectional unmanned surf...

0 Lianxin Zhang, et al. ∙

∙ 10/14/2022

Distributed Distributionally Robust Optimization with Non-Convex Objectives

Distributionally Robust Optimization (DRO), which aims to find an optima...

0 Yang Jiao, et al. ∙

∙ 09/07/2022

MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object Detection

Fusing LiDAR and camera information is essential for achieving accurate ...

0 Yang Jiao, et al. ∙

∙ 07/17/2022

Task-aware Similarity Learning for Event-triggered Time Series

Time series analysis has achieved great success in diverse applications ...

0 Shaoyu Dou, et al. ∙

∙ 03/10/2022

MORE: Multi-Order RElation Mining for Dense Captioning in 3D Scenes

3D dense captioning is a recently-proposed novel task, where point cloud...

0 Yang Jiao, et al. ∙

∙ 03/10/2022

Suspected Object Matters: Rethinking Model's Prediction for One-stage Visual Grounding

Recently, one-stage visual grounders attract high attention due to the c...

0 Yang Jiao, et al. ∙

∙ 12/08/2021

PATO: Producibility-Aware Topology Optimization using Deep Learning for Metal Additive Manufacturing

In this paper, we propose PATO-a producibility-aware topology optimizati...

0 Naresh S. Iyer, et al. ∙

∙ 10/09/2021

Two-stage Visual Cues Enhancement Network for Referring Image Segmentation

Referring Image Segmentation (RIS) aims at segmenting the target object ...

0 Yang Jiao, et al. ∙

∙ 09/06/2021

Data-Driven Learning of 3-Point Correlation Functions as Microstructure Representations

This paper considers the open challenge of identifying complete, concise...

0 Sheng Cheng, et al. ∙

∙ 01/16/2021

Optical Flow Estimation via Motion Feature Recovery

Optical flow estimation with occlusion or large displacement is a proble...

0 Yang Jiao, et al. ∙

∙ 11/16/2020

2D+3D Facial Expression Recognition via Discriminative Dynamic Range Enhancement and Multi-Scale Learning

In 2D+3D facial expression recognition (FER), existing methods generate ...

0 Yang Jiao, et al. ∙

∙ 11/16/2020

EffiScene: Efficient Per-Pixel Rigidity Inference for Unsupervised Joint Learning of Optical Flow, Depth, Camera Pose and Motion Segmentation

This paper addresses the challenging unsupervised scene flow estimation ...

0 Yang Jiao, et al. ∙

∙ 10/21/2020

BERT for Joint Multichannel Speech Dereverberation with Spatial-aware Tasks

We propose a method for joint multichannel speech dereverberation with t...

0 Yang Jiao, et al. ∙

∙ 10/04/2020

TimeAutoML: Autonomous Representation Learning for Multivariate Irregularly Sampled Time Series

Multivariate time series (MTS) data are becoming increasingly ubiquitous...

19 Yang Jiao, et al. ∙

∙ 07/16/2020

Translate Reverberated Speech to Anechoic Ones: Speech Dereverberation with BERT

Single channel speech dereverberation is considered in this work. Inspir...

0 Yang Jiao, et al. ∙

∙ 11/26/2019

Multi-Object Portion Tracking in 4D Fluorescence Microscopy Imagery with Deep Feature Maps

3D fluorescence microscopy of living organisms has increasingly become a...

19 Yang Jiao, et al. ∙

∙ 05/01/2019

Inventory Routing Problem with Facility Location

We study problems that integrate depot location decisions along with the...

0 Yang Jiao, et al. ∙

∙ 12/14/2017

Approximation Algorithms for Replenishment Problems with Fixed Turnover Times

We introduce and study a class of optimization problems we coin replenis...

0 Thomas Bosman, et al. ∙

∙ 12/22/2016

Microstructure Representation and Reconstruction of Heterogeneous Materials via Deep Belief Network for Computational Material Design

Integrated Computational Materials Engineering (ICME) aims to accelerate...

0 Ruijin Cang, et al. ∙

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