Yang Jiao | DeepAI

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∙ 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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