ExPLoRe: Expert Patch-Level Loss Routing for Multi-Objective Masked Image Modeling
European Conference on Computer Vision (ECCV) 2026
Publications
Papers, books & preprints
A curated record of the lab's published research. For the complete bibliography across nearly three decades, see the external indices linked below.
2026
FujiView: Multimodal Late-Fusion for Predicting Scenic Visibility
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2026
Predictive Differential Training Guided by Training Dynamics
International Conference on Learning Representations (ICLR) 2026
Author list pending confirmation against the published proceedings.
Sat3R: Satellite DSM Reconstruction via RPC-Aware Depth Fine-tuning
arXiv 2026
Multi-institution collaboration led by Clemson University.
Understanding the Theoretical Foundations of Deep Neural Networks through Differential Equations
arXiv 2026
Validated Multi-Agent Simulation for Dementia Care: LLM-Based Agents with Biometric Feedback
IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) 2026
2025
Accelerating Neural ODEs: A Variational Formulation-based Approach
International Conference on Learning Representations (ICLR) 2025
Enhancing Driver Monitoring in HRI: A Privacy-Preserving and Adaptive ML Framework
Artificial Intelligence Applications and Innovations (AIAI) 2025
KIPPO: Koopman-Inspired Proximal Policy Optimization
International Joint Conference on Artificial Intelligence (IJCAI) 2025
Trustworthy AI for Early Dementia Detection: Robust Feature Masking and Clinical Interpretability
IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) 2025
2024
Advancing Dementia Care: AI Simulations in Managing Everyday Challenges
Alzheimer's & Dementia (AAIC abstract) 2024
Abstract presented at the Alzheimer's Association International Conference 2024.
Advancing Multi-Scale Remote Sensing Analysis Through Self-Supervised Learning Fine-Tuning Strategies
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2024
EASIER Air Alert Platform: A Design and Approach to Creating a Distributed Air Quality Monitoring and Alert System
Master's thesis, University of Tennessee, Knoxville 2024
Koopman-Based Transition Detection in Satellite Imagery: Unveiling Construction Phase Dynamics Through Material Histogram Analysis
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2024
Temporally-Consistent Video Semantic Segmentation with Bidirectional Occlusion-guided Feature Propagation
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024
2023
Blockchain-Based Runtime Attestation Against Physical Fault Injection Attacks on Edge Devices
ACM/IEEE Symposium on Edge Computing (SEC) 2023
Cross-Scale MAE: A Tale of Multiscale Exploitation in Remote Sensing
Advances in Neural Information Processing Systems (NeurIPS) 2023
Early Alarm: Robust Event Analysis for Power Systems using 1-D Fully Convolutional Network
IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) 2023
Object Detection in Pineapple Fields Drone Imagery Using Few Shot Learning and the Segment Anything Model
IEEE International Conference on Machine Learning and Applications (ICMLA) 2023
POSTER: Affordable Automatic Air Quality Monitoring System for At-risk Homes
ACM/IEEE Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE) 2023
Semantic Segmentation in Aerial Imagery Using Multi-level Contrastive Learning with Local Consistency
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2023
Topological Structure and Semantic Information Transfer Network for Cross-Scene Hyperspectral Image Classification
IEEE Transactions on Neural Networks and Learning Systems 2023
Towards Adversarial-Resilient Deep Neural Networks for False Data Injection Attack Detection in Power Grids
IEEE International Conference on Computer Communications and Networks (ICCCN) 2023
Unsupervised Hyperspectral Image Domain Adaptation through Unmixing-Based Domain Alignment
IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2023
2021
CenterFusion: Center-based Radar and Camera Fusion for 3D Object Detection
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2021
2020
Analyzing User-Level Privacy Attack Against Federated Learning
IEEE Journal on Selected Areas in Communications 2020
2019
advPattern: Physical-World Attacks on Deep Person Re-Identification via Adversarially Transformable Patterns
IEEE/CVF International Conference on Computer Vision (ICCV) 2019
Beyond Inferring Class Representatives: User-Level Privacy Leakage From Federated Learning
IEEE Conference on Computer Communications (INFOCOM) 2019
Image Super-Resolution by Neural Texture Transfer
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019
RRPN: Radar Region Proposal Network for Object Detection in Autonomous Vehicles
IEEE International Conference on Image Processing (ICIP) 2019
Talking Face Generation by Conditional Recurrent Adversarial Network
International Joint Conference on Artificial Intelligence (IJCAI) 2019
uDAS: An Untied Denoising Autoencoder With Sparsity for Spectral Unmixing
IEEE Transactions on Geoscience and Remote Sensing 2019
2018
Hyperspectral Anomaly Detection Through Spectral Unmixing and Dictionary-Based Low-Rank Decomposition
IEEE Transactions on Geoscience and Remote Sensing 2018
Unsupervised Sparse Dirichlet-Net for Hyperspectral Image Super-Resolution
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2018
2017
Age Progression/Regression by Conditional Adversarial Autoencoder
IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017
Origin of the UTKFace dataset; the lab's most-cited paper.
Fundamentals of Computer Vision
Cambridge University Press 2017
2015
Friendbook: A Semantic-Based Friend Recommendation System for Social Networks
IEEE Transactions on Mobile Computing 2015
Hyperspectral image unmixing using autoencoder cascade
IEEE Workshop on Hyperspectral Image and Signal Processing (WHISPERS) 2015 Best Paper Award
2013
Group Sparsity and Geometry Constrained Dictionary Learning for Action Recognition from Depth Maps
IEEE International Conference on Computer Vision (ICCV) 2013
2009
Target detection and counting using a progressive certainty map in distributed visual sensor networks
ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC) 2009 Best Paper Award
2007
Endmember Extraction From Highly Mixed Data Using Minimum Volume Constrained Nonnegative Matrix Factorization
IEEE Transactions on Geoscience and Remote Sensing 2007 IEEE GRSS Highest Impact Paper Award (2012)
2006
Binary Tree-based Generic Demosaicking Algorithm for Multispectral Filter Arrays
IEEE Transactions on Image Processing 2006
Unsupervised Decomposition of Mixed Pixels Using the Maximum Entropy Principle
International Conference on Pattern Recognition (ICPR) 2006 Best Paper Award
2004
Machine Vision
Cambridge University Press 2004
On Computing Mobile Agent Routes for Data Fusion in Distributed Sensor Networks
IEEE Transactions on Knowledge and Data Engineering 2004
2003
Mobile-agent-based collaborative signal and information processing in sensor networks
Proceedings of the IEEE 2003
Invited article in the special issue on sensor networks.
2002
Grid Coverage for Surveillance and Target Location in Distributed Sensor Networks
IEEE Transactions on Computers 2002
2001
Distributed sensor networks — a review of recent research
Journal of the Franklin Institute 2001
Multiresolution data integration using mobile agents in distributed sensor networks
IEEE Transactions on Systems, Man, and Cybernetics, Part C 2001
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