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...
share
research
∙
09/19/2023
PICK: Polished Informed Candidate Scoring for Knowledge-Grounded Dialogue Systems
Grounding dialogue response generation on external knowledge is proposed...
research
∙
09/18/2023
Preserving Tumor Volumes for Unsupervised Medical Image Registration
Medical image registration is a critical task that estimates the spatial...
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...
research
∙
09/05/2023
NICE 2023 Zero-shot Image Captioning Challenge
In this report, we introduce NICE project[<https://nice.lgresearch.ai/>]...
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...
research
∙
08/01/2023
Partitioned Saliency Ranking with Dense Pyramid Transformers
In recent years, saliency ranking has emerged as a challenging task focu...
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...
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 ...
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 ...
research
∙
06/29/2023
Elastically-Constrained Meta-Learner for Federated Learning
Federated learning is an approach to collaboratively training machine le...
research
∙
06/05/2023
Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation
Nuclei instance segmentation on histopathology images is of great clinic...
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...
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...
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...
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...
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...
research
∙
02/01/2023
Exploring Semantic Perturbations on Grover
With news and information being as easy to access as they currently are,...
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...
research
∙
12/19/2022
NusaCrowd: Open Source Initiative for Indonesian NLP Resources
We present NusaCrowd, a collaborative initiative to collect and unite ex...
research
∙
12/04/2022
Lightweight Facial Attractiveness Prediction Using Dual Label Distribution
Facial attractiveness prediction (FAP) aims to assess the facial attract...
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...
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...
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...
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...
research
∙
09/19/2022
NeuralMarker: A Framework for Learning General Marker Correspondence
We tackle the problem of estimating correspondences from a general marke...
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...
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...
research
∙
05/18/2022
3D Segmentation Guided Style-based Generative Adversarial Networks for PET Synthesis
Potential radioactive hazards in full-dose positron emission tomography ...
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...
research
∙
05/12/2022
AiSocrates: Towards Answering Ethical Quandary Questions
Considerable advancements have been made in various NLP tasks based on t...
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...
research
∙
04/13/2022
Can Question Rewriting Help Conversational Question Answering?
Question rewriting (QR) is a subtask of conversational question answerin...
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 ...
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 ...
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...
research
∙
12/13/2021
Pedestrian Trajectory Prediction via Spatial Interaction Transformer Network
As a core technology of the autonomous driving system, pedestrian trajec...
research
∙
10/29/2021
Whole Brain Segmentation with Full Volume Neural Network
Whole brain segmentation is an important neuroimaging task that segments...
research
∙
07/16/2021
Tracing Halpha Fibrils through Bayesian Deep Learning
We present a new deep learning method, dubbed FibrilNet, for tracing chr...
research
∙
06/07/2021
CAiRE in DialDoc21: Data Augmentation for Information-Seeking Dialogue System
Information-seeking dialogue systems, including knowledge identification...
research
∙
05/28/2021
Extended Cyclic Codes Sandwiched Between Reed-Muller Codes
The famous Barnes-Wall lattices can be obtained by applying Construction...
research
∙
05/23/2021
VS-Net: Voting with Segmentation for Visual Localization
Visual localization is of great importance in robotics and computer visi...
research
∙
05/13/2021
Retrieval-Free Knowledge-Grounded Dialogue Response Generation with Adapters
To diversify and enrich generated dialogue responses, knowledge-grounded...
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...
research
∙
04/07/2021
LIFE: Lighting Invariant Flow Estimation
We tackle the problem of estimating flow between two images with large l...
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...
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...
research
∙
03/18/2021
Large Scale Image Completion via Co-Modulated Generative Adversarial Networks
Numerous task-specific variants of conditional generative adversarial ne...
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...
research
∙
12/08/2020