b'Yan Xu'

research

∙ 09/19/2023

XR Input Error Mediation for Hand-Based Input: Task and Context Influences a User's Preference

Many XR devices use bare-hand gestures to reduce the need for handheld c...

0 Tica Lin, et al. ∙

research

∙ 09/19/2023

PICK: Polished Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems

Grounding dialogue response generation on external knowledge is proposed...

0 Bryan Wilie, et al. ∙

research

∙ 09/18/2023

Preserving Tumor Volumes for Unsupervised Medical Image Registration

Medical image registration is a critical task that estimates the spatial...

0 Qihua Dong, et al. ∙

research

∙ 09/14/2023

Nucleus-aware Self-supervised Pretraining Using Unpaired Image-to-image Translation for Histopathology Images

Self-supervised pretraining attempts to enhance model performance by obt...

0 Zhiyun Song, et al. ∙

research

∙ 09/05/2023

NICE 2023 Zero-shot Image Captioning Challenge

In this report, we introduce NICE project[<https://nice.lgresearch.ai/>]...

0 Taehoon Kim, et al. ∙

research

∙ 08/14/2023

Physics-Informed Deep Learning to Reduce the Bias in Joint Prediction of Nitrogen Oxides

Atmospheric nitrogen oxides (NOx) primarily from fuel combustion have re...

0 Lianfa Li, et al. ∙

research

∙ 08/01/2023

Partitioned Saliency Ranking with Dense Pyramid Transformers

In recent years, saliency ranking has emerged as a challenging task focu...

0 Chengxiao Sun, et al. ∙

research

∙ 07/20/2023

Urban Radiance Field Representation with Deformable Neural Mesh Primitives

Neural Radiance Fields (NeRFs) have achieved great success in the past f...

0 Fan Lu, et al. ∙

research

∙ 07/11/2023

DRMC: A Generalist Model with Dynamic Routing for Multi-Center PET Image Synthesis

Multi-center positron emission tomography (PET) image synthesis aims at ...

0 Zhiwen Yang, et al. ∙

research

∙ 06/30/2023

Zero-shot Nuclei Detection via Visual-Language Pre-trained Models

Large-scale visual-language pre-trained models (VLPM) have proven their ...

0 Yongjian Wu, et al. ∙

research

∙ 06/29/2023

Elastically-Constrained Meta-Learner for Federated Learning

Federated learning is an approach to collaboratively training machine le...

0 Peng Lan, et al. ∙

research

∙ 06/05/2023

Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation

Nuclei instance segmentation on histopathology images is of great clinic...

0 Yang Zhou, et al. ∙

research

∙ 05/22/2023

One-Shot Strategically Deconflicted Route and Operational Volume Generation for Urban Air Mobility Operations

In the UAM space, strategic deconfliction provides an all-essential laye...

0 Ellis L Thompson, et al. ∙

research

∙ 04/07/2023

Embodied Concept Learner: Self-supervised Learning of Concepts and Mapping through Instruction Following

Humans, even at a very early age, can learn visual concepts and understa...

0 Mingyu Ding, et al. ∙

research

∙ 02/08/2023

A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity

This paper proposes a framework for quantitatively evaluating interactiv...

13 Yejin Bang, et al. ∙

research

∙ 02/06/2023

Optimization of Topology-Aware Job Allocation on a High-Performance Computing Cluster by Neural Simulated Annealing

Jobs on high-performance computing (HPC) clusters can suffer significant...

0 Zekang Lan, et al. ∙

research

∙ 02/04/2023

Weakly-Supervised 3D Medical Image Segmentation using Geometric Prior and Contrastive Similarity

Medical image segmentation is almost the most important pre-processing p...

0 Hao Du, et al. ∙

research

∙ 02/01/2023

Exploring Semantic Perturbations on Grover

With news and information being as easy to access as they currently are,...

0 Pranav Kulkarni, et al. ∙

research

∙ 01/26/2023

A Framework for Operational Volume Generation for Urban Air Mobility Strategic Deconfliction

Strategic pre-flight functions focus on the planning and deconfliction o...

0 Ellis Lee Thompson, et al. ∙

research

∙ 12/19/2022

NusaCrowd: Open Source Initiative for Indonesian NLP Resources

We present NusaCrowd, a collaborative initiative to collect and unite ex...

0 Samuel Cahyawijaya, et al. ∙

research

∙ 12/04/2022

Lightweight Facial Attractiveness Prediction Using Dual Label Distribution

Facial attractiveness prediction (FAP) aims to assess the facial attract...

0 Shu Liu, et al. ∙

research

∙ 11/20/2022

An interpretable imbalanced semi-supervised deep learning framework for improving differential diagnosis of skin diseases

Dermatological diseases are among the most common disorders worldwide. T...

0 Futian Weng, et al. ∙

research

∙ 11/04/2022

A Deep Learning Approach to Generating Photospheric Vector Magnetograms of Solar Active Regions for SOHO/MDI Using SDO/HMI and BBSO Data

Solar activity is usually caused by the evolution of solar magnetic fiel...

0 Haodi Jiang, et al. ∙

research

∙ 10/08/2022

Inferring Line-of-Sight Velocities and Doppler Widths from Stokes Profiles of GST/NIRIS Using Stacked Deep Neural Networks

Obtaining high-quality magnetic and velocity fields through Stokes inver...

0 Haodi Jiang, et al. ∙

research

∙ 09/24/2022

NeRF-Loc: Transformer-Based Object Localization Within Neural Radiance Fields

Neural Radiance Fields (NeRFs) have been successfully used for scene rep...

12 Jiankai Sun, et al. ∙

research

∙ 09/19/2022

NeuralMarker: A Framework for Learning General Marker Correspondence

We tackle the problem of estimating correspondences from a general marke...

0 Zhaoyang Huang, et al. ∙

research

∙ 08/24/2022

Iterative Adaptively Regularized LASSO-ADMM Algorithm for CFAR Estimation of Sparse Signals: IAR-LASSO-ADMM-CFAR Algorithm

The least-absolute shrinkage and selection operator (LASSO) is a regular...

0 Huiyue Yi, et al. ∙

research

∙ 08/13/2022

Structure-preserving finite volume arbitrary Lagrangian-Eulerian WENO schemes for the shallow water equations

This paper develops the structure-preserving finite volume weighted esse...

0 Jiahui Zhang, et al. ∙

research

∙ 05/18/2022

3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis

Potential radioactive hazards in full-dose positron emission tomography ...

8 Yang Zhou, et al. ∙

research

∙ 05/18/2022

Transformer based multiple instance learning for weakly supervised histopathology image segmentation

Hispathological image segmentation algorithms play a critical role in co...

0 Ziniu Qian, et al. ∙

research

∙ 05/12/2022

AiSocrates: Towards Answering Ethical Quandary Questions

Considerable advancements have been made in various NLP tasks based on t...

12 Yejin Bang, et al. ∙

research

∙ 04/13/2022

WSSS4LUAD: Grand Challenge on Weakly-supervised Tissue Semantic Segmentation for Lung Adenocarcinoma

Lung cancer is the leading cause of cancer death worldwide, and adenocar...

1 Chu Han, et al. ∙

research

∙ 04/13/2022

Can Question Rewriting Help Conversational Question Answering?

Question rewriting (QR) is a subtask of conversational question answerin...

0 Etsuko Ishii, et al. ∙

research

∙ 03/24/2022

RNNPose: Recurrent 6-DoF Object Pose Refinement with Robust Correspondence Field Estimation and Pose Optimization

6-DoF object pose estimation from a monocular image is challenging, and ...

0 Yan Xu, et al. ∙

research

∙ 02/27/2022

Robust Self-Supervised LiDAR Odometry via Representative Structure Discovery and 3D Inherent Error Modeling

The correct ego-motion estimation basically relies on the understanding ...

0 Yan Xu, et al. ∙

research

∙ 01/20/2022

Numerical simulation of singularity propagation modeled by linear convection equations with spatially heterogeneous nonlocal interactions

We study the propagation of singularities in solutions of linear convect...

0 Xiaoxuan Yu, et al. ∙

research

∙ 12/13/2021

Pedestrian Trajectory Prediction via Spatial Interaction Transformer Network

As a core technology of the autonomous driving system, pedestrian trajec...

0 Tong Su, et al. ∙

research

∙ 10/29/2021

Whole Brain Segmentation with Full Volume Neural Network

Whole brain segmentation is an important neuroimaging task that segments...

36 Yeshu Li, et al. ∙

research

∙ 07/16/2021

Tracing Halpha Fibrils through Bayesian Deep Learning

We present a new deep learning method, dubbed FibrilNet, for tracing chr...

8 Haodi Jiang, et al. ∙

research

∙ 06/07/2021

CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System

Information-seeking dialogue systems, including knowledge identification...

7 Etsuko Ishii, et al. ∙

research

∙ 05/28/2021

Extended Cyclic Codes Sandwiched Between Reed-Muller Codes

The famous Barnes-Wall lattices can be obtained by applying Construction...

0 Changjiang Ji, et al. ∙

research

∙ 05/23/2021

VS-Net: Voting with Segmentation for Visual Localization

Visual localization is of great importance in robotics and computer visi...

9 Zhaoyang Huang, et al. ∙

research

∙ 05/13/2021

Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters

To diversify and enrich generated dialogue responses, knowledge-grounded...

7 Yan Xu, et al. ∙

research

∙ 04/17/2021

Wide-Baseline Multi-Camera Calibration using Person Re-Identification

We address the problem of estimating the 3D pose of a network of cameras...

0 Yan Xu, et al. ∙

research

∙ 04/07/2021

LIFE: Lighting Invariant Flow Estimation

We tackle the problem of estimating flow between two images with large l...

0 Zhaoyang Huang, et al. ∙

research

∙ 04/05/2021

Semi-supervised Variational Temporal Convolutional Network for IoT Communication Multi-anomaly Detection

The consumer Internet of Things (IoT) have developed in recent years. Ma...

0 Yan Xu, et al. ∙

research

∙ 03/26/2021

Dissipative and conservative local discontinuous Galerkin methods for the Fornberg-Whitham type equations

In this paper, we construct high order energy dissipative and conservati...

0 Qian Zhang, et al. ∙

research

∙ 03/18/2021

Large Scale Image Completion via Co-Modulated Generative Adversarial Networks

Numerous task-specific variants of conditional generative adversarial ne...

11 Shengyu Zhao, et al. ∙

research

∙ 02/25/2021

CelebA-Spoof Challenge 2020 on Face Anti-Spoofing: Methods and Results

As facial interaction systems are prevalently deployed, security and rel...

0 Yuanhan Zhang, et al. ∙

research

∙ 12/08/2020

CrossNER: Evaluating Cross-Domain Named Entity Recognition

Cross-domain named entity recognition (NER) models are able to cope with...

7 Zihan Liu, et al. ∙

Yan Xu

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