Ren Liu

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

Bibliography

2024
Demonstration of VCR: A Tabular Data Slicing Approach to Understanding Object Detection Model Performance.
Proc. VLDB Endow., August, 2024

OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples.
IEEE Trans. Vis. Comput. Graph., January, 2024

Design and Performance Analysis for Indoor Visible Light Positioning With Single LED and Single-Tilted-Rotatable PD.
IEEE Trans. Instrum. Meas., 2024

A Full-Link Simulation Method for Satellite Single-Photon LiDARs.
IEEE Geosci. Remote. Sens. Lett., 2024

FogROS2-PLR: Probabilistic Latency-Reliability For Cloud Robotics.
CoRR, 2024

AdaOcc: Adaptive-Resolution Occupancy Prediction.
CoRR, 2024

Enhancing Online Road Network Perception and Reasoning with Standard Definition Maps.
CoRR, 2024

InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation.
CoRR, 2024

TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Surrounding Autonomous Driving Scenes.
CoRR, 2024

LORD: Large Models based Opposite Reward Design for Autonomous Driving.
CoRR, 2024

UPNeRF: A Unified Framework for Monocular 3D Object Reconstruction and Pose Estimation.
CoRR, 2024

A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets.
CoRR, 2024

AttributionScanner: A Visual Analytics System for Metadata-Free Data-Slicing Based Model Validation.
CoRR, 2024

A novel risk scoring system predicts overall survival of hepatocellular carcinoma using cox proportional hazards machine learning method.
Comput. Biol. Medicine, 2024

Solution and Analysis of Scattering Field of Power Transmission Lines Based on Characteristic Mode Theory.
IEEE Access, 2024

Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer.
Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Can LLMs Infer Domain Knowledge from Code Exemplars? A Preliminary Study.
Proceedings of the Companion Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

Lifelong LERF: Local 3D Semantic Inventory Monitoring Using FogROS2.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

FogROS2-LS: A Location-Independent Fog Robotics Framework for Latency Sensitive ROS2 Applications.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks.
Proceedings of the Computer Vision - ECCV 2024, 2024

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Behind the Veil: Enhanced Indoor 3D Scene Reconstruction with Occluded Surfaces Completion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

CLIP-BEVFormer: Enhancing Multi-View Image-Based BEV Detector with Ground Truth Flow.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

VLP: Vision Language Planning for Autonomous Driving.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SeaBird: Segmentation in Bird's View with Dice Loss Improves Monocular 3D Detection of Large Objects.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Investigating Interaction Modes and User Agency in Human-LLM Collaboration for Domain-Specific Data Analysis.
Proceedings of the Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 2024

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
On-orbit geometric calibration of satellite laser altimeters using infrared detectors and corner-cube retroreflectors.
Int. J. Digit. Earth, December, 2023

Bayesian estimation of multidimensional polytomous item response theory models with Q-matrices using Stan.
Commun. Stat. Simul. Comput., November, 2023

A Novel Framework for Stratified-Coupled BLS Tree Trunk Detection and DBH Estimation in Forests (BSTDF) Using Deep Learning and Optimization Adaptive Algorithm.
Remote. Sens., July, 2023

Centroid Extraction of Laser Spots Captured by Infrared Detectors Combining Laser Footprint Images and Detector Observation Data.
Remote. Sens., April, 2023

Research on Glacier Elevation Variability in the Qilian Mountains of the Qinghai-Tibet Plateau Based on Topographic Correction by Pyramid Registration.
Remote. Sens., January, 2023

SliceTeller: A Data Slice-Driven Approach for Machine Learning Model Validation.
IEEE Trans. Vis. Comput. Graph., 2023

Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale.
IEEE Trans. Vis. Comput. Graph., 2023

Indoor Visible Light Positioning Based on Improved Whale Optimization Method With Min-Max Algorithm.
IEEE Trans. Instrum. Meas., 2023

A Geometric Calibration Method Without a Field Site of the GF-7 Satellite Laser Relying on a Surface Mathematical Model.
IEEE Trans. Geosci. Remote. Sens., 2023

Denoising and Accuracy Evaluation of ICESat-2/ATLAS Photon Data for Nearshore Waters Based on Improved Local Distance Statistics.
Remote. Sens., 2023

Binary Quantized Network Training With Sharpness-Aware Minimization.
J. Sci. Comput., 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
CoRR, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
CoRR, 2023

CLIP-S<sup>4</sup>: Language-Guided Self-Supervised Semantic Segmentation.
CoRR, 2023

EyeClick: A Robust Two-Step Eye-Hand Interaction for Text Entry in Augmented Reality Glasses.
Proceedings of the Adjunct Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

3D Copy-Paste: Physically Plausible Object Insertion for Monocular 3D Detection.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning a Single Policy for Diverse Behaviors on a Quadrupedal Robot Using Scalable Motion Imitation.
IROS, 2023

Long-Distance Gesture Recognition Using Dynamic Neural Networks.
IROS, 2023

Camera Self-Calibration Using Human Faces.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CoAug: Combining Augmentation of Labels and Labelling Rules.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022
A Separate Calibration Method of Laser Pointing and Ranging for the GF-7 Satellite Laser That Does Not Require Field Detectors.
Remote. Sens., December, 2022

Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models.
IEEE Trans. Vis. Comput. Graph., 2022

Interactive Visual Pattern Search on Graph Data via Graph Representation Learning.
IEEE Trans. Vis. Comput. Graph., 2022

Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects.
IEEE Trans. Vis. Comput. Graph., 2022

Indoor Visible Light Positioning Based on Extreme Learning Machine with Local Training Samples.
Proceedings of the 14th International Conference on Wireless Communications and Signal Processing, 2022

Hybrid RSS-DOA Fingerprint Indoor Localization Algorithm with Circular Reference Points Layout.
Proceedings of the 2022 IEEE 33rd Annual International Symposium on Personal, 2022

PM-FSM: Policies Modulating Finite State Machine for Robust Quadrupedal Locomotion.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Self-supervised Semantic Segmentation Grounded in Visual Concepts.
Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

Symmetry and Uncertainty-Aware Object SLAM for 6DoF Object Pose Estimation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Blind Removal of Facial Foreign Shadows.
Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021
VATLD: A Visual Analytics System to Assess, Understand and Improve Traffic Light Detection.
IEEE Trans. Vis. Comput. Graph., 2021

Adaptability of Ultrasonic Lamb Wave Touchscreen to the Variations in Touch Force and Touch Area.
Sensors, 2021

Coarse-to-Fine Image Matching-Based Footprint Camera Calibration of the GF-7 Satellite.
Sensors, 2021

Label-Free Robustness Estimation of Object Detection CNNs for Autonomous Driving Applications.
Int. J. Comput. Vis., 2021

Finite State Machine Policies Modulating Trajectory Generator.
CoRR, 2021

Application of Yolo on Mask Detection Task.
CoRR, 2021

RSS-Based Indoor Localization Using Min-Max Algorithm With Area Partition Strategy.
IEEE Access, 2021

Novelty-based Generalization Evaluation for Traffic Light Detection.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Unsupervised Discriminative Learning of Sounds for Audio Event Classification.
Proceedings of the IEEE International Conference on Acoustics, 2021

Low-Power 256-Channel Nanowire Electrode-on-Chip Neural Interface for Intracellular Electrophysiology.
Proceedings of the IEEE Biomedical Circuits and Systems Conference, BioCAS 2021, 2021

PanoDepth: A Two-Stage Approach for Monocular Omnidirectional Depth Estimation.
Proceedings of the International Conference on 3D Vision, 2021

2020
ProtoSteer: Steering Deep Sequence Model with Prototypes.
IEEE Trans. Vis. Comput. Graph., 2020

An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data.
IEEE Trans. Vis. Comput. Graph., 2020

AirVis: Visual Analytics of Air Pollution Propagation.
IEEE Trans. Vis. Comput. Graph., 2020

Design and Data Processing of China's First Spaceborne Laser Altimeter System for Earth Observation: GaoFen-7.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

Visualizing Classification Structure of Large-Scale Classifiers.
CoRR, 2020

Semi-Implicit Back Propagation.
CoRR, 2020

Improve Unsupervised Domain Adaptation with Mixup Training.
CoRR, 2020

Design and Experimental Evaluation of a 12 kW Large Synchronous Reluctance Motor and Control System for Elevator Traction.
IEEE Access, 2020

ProtoViewer: Visual Interpretation and Diagnostics of Deep Neural Networks with Factorized Prototypes.
Proceedings of the 31st IEEE Visualization Conference, 2020

Semantic Consistency: The Key to Improve Traffic Light Detection with Data Augmentation.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Analytic Combined IMU Integration (ACI<sup>2</sup>) For Visual Inertial Navigation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Interpreting Deep Neural Networks through Prototype Factorization.
Proceedings of the 20th International Conference on Data Mining Workshops, 2020

Color-wise Attention Network for Low-light Image Enhancement.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

The Potential Clinical Application Value of a Traditional Chinese MEdicine HongJin XiaoJie in the Treatment of Thyroid Nodules.
Proceedings of the BIBE 2020: The Fourth International Conference on Biological Information and Biomedical Engineering, 2020

Controlling the Amount of Verbatim Copying in Abstractive Summarization.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis.
IEEE Trans. Vis. Comput. Graph., 2019

ViBr: Visualizing Bipartite Relations at Scale with the Minimum Description Length Principle.
IEEE Trans. Vis. Comput. Graph., 2019

The In-Orbit Calibration Method Based on Terrain Matching With Pyramid-Search for the Spaceborne Laser Altimeter.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

A survey of visualization for smart manufacturing.
J. Vis., 2019

Fast Calculation of Probabilistic Optimal Power Flow: A Deep Learning Approach.
CoRR, 2019

Interpretable and Steerable Sequence Learning via Prototypes.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Distributed Energy Resource Overvoltage During Un-Intentional Islanding.
Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 2019

2018
Sequence Synopsis: Optimize Visual Summary of Temporal Event Data.
IEEE Trans. Vis. Comput. Graph., 2018

Do Convolutional Neural Networks Learn Class Hierarchy?
IEEE Trans. Vis. Comput. Graph., 2018

On Exploiting Per-Pixel Motion Conflicts to Extract Secondary Motions.
Proceedings of the IEEE International Symposium on Mixed and Augmented Reality, 2018

The on-Orbit Calibration Method Based on Terrain Matching with Pyramid-Search for the Spaceborne Laser Altimeter.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Extraction of Forest Coverage with Remote Sensing Image Classification.
Proceedings of the 26th International Conference on Geoinformatics, 2018

2017
Dense Visual SLAM with Probabilistic Surfel Map.
IEEE Trans. Vis. Comput. Graph., 2017

ViDX: Visual Diagnostics of Assembly Line Performance in Smart Factories.
IEEE Trans. Vis. Comput. Graph., 2017

PowerSet: A Comprehensive Visualization of Set Intersections.
IEEE Trans. Vis. Comput. Graph., 2017

A Model of Radar Backscatter of Rain-Generated Stalks on the Ocean Surface.
IEEE Trans. Geosci. Remote. Sens., 2017

Rebalancing with Linear and Quadratic Costs.
SIAM J. Control. Optim., 2017

Panel: Cross-media Intelligence.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Pose-Invariant Face Alignment with a Single CNN.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Resilient cyber infrastructure for the minimum wind curtailment remedial control scheme.
Proceedings of the 2017 IEEE Industry Applications Society Annual Meeting, 2017

2016
Edge Snapping-Based Depth Enhancement for Dynamic Occlusion Handling in Augmented Reality.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

σ-DVO: Sensor Noise Model Meets Dense Visual Odometry.
Proceedings of the 2016 IEEE International Symposium on Mixed and Augmented Reality, 2016

Decentralized state estimation and remedial control action for minimum wind curtailment using distributed computing platform.
Proceedings of the 2016 IEEE Industry Applications Society Annual Meeting, 2016

2015
Analyzing the Cyber-Physical Impact of Cyber Events on the Power Grid.
IEEE Trans. Smart Grid, 2015

Procedural window lighting effects for real-time city rendering.
Proceedings of the 19th Symposium on Interactive 3D Graphics and Games, San Francisco, CA, USA, February 27, 2015

2013
Portfolio Selection with Small Transaction Costs and Binding Portfolio Constraints.
SIAM J. Financial Math., 2013

2011
Dynamic characteristics analysis of micro air spiral grooved thrust bearing-rotor system.
Proceedings of the 6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2011

Accurate 3D pose estimation from a single depth image.
Proceedings of the IEEE International Conference on Computer Vision, 2011

2009
Exponential Stability of Impulsive Neural Networks with Distributed Delays.
Proceedings of the 2009 Third International Conference on Genetic and Evolutionary Computing, 2009

Globally Exponential Stability of Neural Networks with Impulses and Distributed Delays.
Proceedings of the 2009 Third International Conference on Genetic and Evolutionary Computing, 2009

Intrusion Detection Using Geometrical Structure.
Proceedings of the Fourth International Conference on Frontier of Computer Science and Technology, 2009

Image deblurring for less intrusive iris capture.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

TBDRM: A TPM-Based Secure DRM Architecture.
Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2005
Learning silhouette features for control of human motion.
ACM Trans. Graph., 2005

A data-driven approach to quantifying natural human motion.
ACM Trans. Graph., 2005

2004
Hardware-Accelerated Adaptive EWA Volume Splatting.
Proceedings of the 15th IEEE Visualization Conference, 2004

2002
Object Space EWA Surface Splatting: A Hardware Accelerated Approach to High Quality Point Rendering.
Comput. Graph. Forum, 2002


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