Qiang Qiu

CoRR, 2024

Generative Quanta Color Imaging.

[BibT_eX]

[DOI]

CoRR, 2024

Large Convolutional Model Tuning via Filter Subspace.

[BibT_eX]

[DOI]

Wei Chen

CoRR, 2024

Training Bayesian Neural Networks with Sparse Subspace Variational Inference.

[BibT_eX]

[DOI]

CoRR, 2024

2023

Dynamic Frequency Domain Graph Convolutional Network for Traffic Forecasting.

[BibT_eX]

[DOI]

CoRR, 2023

Meta-OLE: Meta-learned Orthogonal Low-Rank Embedding.

[BibT_eX]

[DOI]

Ze Wang

Yue Lu

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Seq-UPS: Sequential Uncertainty-aware Pseudo-label Selection for Semi-Supervised Text Recognition.

[BibT_eX]

[DOI]

Gaurav Patel

Jan P. Allebach

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

Inner Product-based Neural Network Similarity.

[BibT_eX]

[DOI]

Wei Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Structural Re-weighting Improves Graph Domain Adaptation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

Energy-Inspired Self-Supervised Pretraining for Vision Models.

[BibT_eX]

[DOI]

Proceedings of the Eleventh International Conference on Learning Representations, 2023

How to Learn Collaboratively - Federated Learning to Peer-to-Peer Learning and What's at Stake.

[BibT_eX]

[DOI]

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2023

Binary Latent Diffusion.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Learning to Retain while Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation.

[BibT_eX]

[DOI]

Gaurav Patel

Konda Reddy Mopuri

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

FLAIR: Defense against Model Poisoning Attack in Federated Learning.

[BibT_eX]

[DOI]

Proceedings of the 2023 ACM Asia Conference on Computer and Communications Security, 2023

Learning Adversarially Robust Sparse Networks via Weight Reparameterization.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Genomes of Two Flying Squid Species Provide Novel Insights into Adaptations of Cephalopods to Pelagic Life.

[BibT_eX]

[DOI]

Genom. Proteom. Bioinform., December, 2022

Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Scaling-Translation-Equivariant Networks with Decomposed Convolutional Filters.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2022

Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting.

[BibT_eX]

[DOI]

ISPRS Int. J. Geo Inf., 2022

Continual Learning with Filter Atom Swapping.

[BibT_eX]

[DOI]

Proceedings of the Tenth International Conference on Learning Representations, 2022

Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?

[BibT_eX]

[DOI]

Sheikh Shams Azam

Seyyedali Hosseinalipour

Christopher G. Brinton

Proceedings of the Tenth International Conference on Learning Representations, 2022

2021

Rethinking Shape From Shading for Spoofing Detection.

[BibT_eX]

[DOI]

J. Matías Di Martino

IEEE Trans. Image Process., 2021

Geographic Optimal Transport for Heterogeneous Data: Fusing Remote Sensing and Social Media.

[BibT_eX]

[DOI]

IEEE Trans. Geosci. Remote. Sens., 2021

Computer Vision Analysis for Quantification of Autism Risk Behaviors.

[BibT_eX]

[DOI]

Geraldine Dawson

Kimberly L. H. Carpenter

IEEE Trans. Affect. Comput., 2021

Deep ladder reconstruction-classification network for unsupervised domain adaptation.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2021

A physicochemical model of odor sampling.

[BibT_eX]

[DOI]

Mitchell E. Gronowitz

PLoS Comput. Biol., 2021

TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks.

[BibT_eX]

[DOI]

CoRR, 2021

Roulette: A Pruning Framework to Train a Sparse Neural Network From Scratch.

[BibT_eX]

[DOI]

IEEE Access, 2021

Learning to Learn Dense Gaussian Processes for Few-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Image Generation using Continuous Filter Atoms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Spatiotemporal Joint Filter Decomposition in 3D Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Exploiting a Zoo of Checkpoints for Unseen Tasks.

[BibT_eX]

[DOI]

Kenneth Church

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Cirrus: A Long-range Bi-pattern LiDAR Dataset.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Run-Sort-ReRun: Escaping Batch Size Limitations in Sliced Wasserstein Generative Models.

[BibT_eX]

[DOI]

José Lezama

Wei Chen

Proceedings of the 38th International Conference on Machine Learning, 2021

Graph Convolution with Low-rank Learnable Local Filters.

[BibT_eX]

[DOI]

Xiuyuan Cheng

Proceedings of the 9th International Conference on Learning Representations, 2021

Adaptive Convolutions with Per-pixel Dynamic Filter Atom.

[BibT_eX]

[DOI]

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Using Text To Teach Image Retrieval.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

Low to High Dimensional Modality Hallucination Using Aggregated Fields of View.

[BibT_eX]

[DOI]

Kausic Gunasekar

Yezhou Yang

IEEE Robotics Autom. Lett., 2020

Differential 3D Facial Recognition: Adding 3D to Your State-of-the-Art 2D Method.

[BibT_eX]

[DOI]

IEEE Trans. Pattern Anal. Mach. Intell., 2020

Motion planning in semistructured environments with teaching roadmaps.

[BibT_eX]

[DOI]

Qixin Cao

Intell. Serv. Robotics, 2020

Using Text to Teach Image Retrieval.

[BibT_eX]

[DOI]

CoRR, 2020

ACDC: Weight Sharing in Atom-Coefficient Decomposed Convolution.

[BibT_eX]

[DOI]

CoRR, 2020

Graph Neural Networks with Low-rank Learnable Local Filters.

[BibT_eX]

[DOI]

Xiuyuan Cheng

CoRR, 2020

Model-Agnostic Metric for Zero-Shot Learning.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Variational Image Deraining.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Learning to Learn Variational Semantic Memory.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

A Dictionary Approach to Domain-Invariant Learning in Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Stochastic Conditional Generative Networks with Basis Decomposition.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

Learning to Learn with Variational Information Bottleneck for Domain Generalization.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Stop Memorizing: A Data-Dependent Regularization Framework for Intrinsic Pattern Learning.

[BibT_eX]

[DOI]

SIAM J. Math. Data Sci., 2019

Domain-invariant Learning using Adaptive Filter Decomposition.

[BibT_eX]

[DOI]

CoRR, 2019

Scale-Equivariant Neural Networks with Decomposed Convolutional Filters.

[BibT_eX]

[DOI]

CoRR, 2019

Single-shot 3D shape reconstruction using deep convolutional neural networks.

[BibT_eX]

[DOI]

CoRR, 2019

Land subsidence in Beijing and its relationship with geological faults revealed by Sentinel-1 InSAR observations.

[BibT_eX]

[DOI]

Int. J. Appl. Earth Obs. Geoinformation, 2019

A Geohash Based Place2vec Model.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Adversarially Learned Representations for Information Obfuscation and Inference.

[BibT_eX]

[DOI]

Galen Reeves

Proceedings of the 36th International Conference on Machine Learning, 2019

RotDCF: Decomposition of Convolutional Filters for Rotation-Equivariant Deep Networks.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Learning Representations, 2019

Range Adaptation for 3D Object Detection in LiDAR.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

SalGaze: Personalizing Gaze Estimation using Visual Saliency.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Enhancing 2D Representation via Adjacent Views for 3D Shape Retrieval.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Hubless Nearest Neighbor Search for Bilingual Lexicon Induction.

[BibT_eX]

[DOI]

Kenneth Church

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Automatic emotion and attention analysis of young children at home: a ResearchKit autism feasibility study.

[BibT_eX]

[DOI]

Helen Link Egger

Geraldine Dawson

Richard A. Bloomfield Jr.

Kimberly L. H. Carpenter

npj Digit. Medicine, 2018

Task constrained motion planning for 7-degree of freedom manipulators with parameterized submanifolds.

[BibT_eX]

[DOI]

Qixin Cao

Ind. Robot, 2018

LaneNet: Real-Time Lane Detection Networks for Autonomous Driving.

[BibT_eX]

[DOI]

Ze Wang

Weiqiang Ren

CoRR, 2018

Learning to Collaborate for User-Controlled Privacy.

[BibT_eX]

[DOI]

CoRR, 2018

Liveness Detection Using Implicit 3D Features.

[BibT_eX]

[DOI]

CoRR, 2018

Virtual CNN Branching: Efficient Feature Ensemble for Person Re-Identification.

[BibT_eX]

[DOI]

Albert Gong

CoRR, 2018

Global Monitoring of Fault Zones and Volcanoes with Sentinel-1.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

DCFNet: Deep Neural Network with Decomposed Convolutional Filters.

[BibT_eX]

[DOI]

Proceedings of the 35th International Conference on Machine Learning, 2018

Learn to Classify and Count: A Unified Framework for Object Classification and Counting.

[BibT_eX]

[DOI]

Zichen Song

Proceedings of the 2018 International Conference on Image and Graphics Processing, 2018

A Nonuniform Weighted Loss Function for Imbalanced Image Classification.

[BibT_eX]

[DOI]

Zichen Song

Proceedings of the 2018 International Conference on Image and Graphics Processing, 2018

Classifying Pump-Probe Images of Melanocytic Lesions Using the WEYL Transform.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

ForestHash: Semantic Hashing with Shallow Random Forests and Tiny Convolutional Networks.

[BibT_eX]

[DOI]

José Lezama

Proceedings of the Computer Vision - ECCV 2018, 2018

LDMNet: Low Dimensional Manifold Regularized Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

Weakly Supervised Instance Segmentation Using Class Peak Response.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

OLÉ: Orthogonal Low-Rank Embedding - A Plug and Play Geometric Loss for Deep Learning.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

In Defense of Single-column Networks for Crowd Counting.

[BibT_eX]

[DOI]

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Learning to Succeed while Teaching to Fail: Privacy in Closed Machine Learning Systems.

[BibT_eX]

[DOI]

Jure Sokolic

CoRR, 2017

A vector map overlay algorithm based on distributed queue.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

A memory computing based method for vector spatial analysis.

[BibT_eX]

[DOI]

Zhuojian Xiao

Jinyun Fang

Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017

Learning to Identify While Failing to Discriminate.

[BibT_eX]

[DOI]

Jure Sokolic

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Intelligent Synthesis Driven Model Calibration: Framework and Face Recognition Application.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Soft Proposal Networks for Weakly Supervised Object Localization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

FTGWS: Forming Optimal Tutor Group for Weak Students Discovered in Educational Settings.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2017

Oriented Response Networks.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Self-Learning Scene-Specific Pedestrian Detectors Using a Progressive Latent Model.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Not Afraid of the Dark: NIR-VIS Face Recognition via Cross-Spectral Hallucination and Low-Rank Embedding.

[BibT_eX]

[DOI]

José Lezama

Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016

Data Representation Using the Weyl Transform.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2016

The Role of Principal Angles in Subspace Classification.

[BibT_eX]

[DOI]

A. Robert Calderbank

IEEE Trans. Signal Process., 2016

A scalable app for measuring autism risk behaviors in young children: A technical validity and feasibility study.

[BibT_eX]

[DOI]

Kathleen Campbell

Kimberly L. H. Carpenter

EAI Endorsed Trans. Scalable Inf. Syst., 2016

Self-learning Scene-specific Pedestrian Detectors using a Progressive Latent Model.

[BibT_eX]

[DOI]

CoRR, 2016

Ubiquitous Robotic Technology for Smart Manufacturing System.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2016

Low-cost Gaze and Pulse Analysis using RealSense.

[BibT_eX]

[DOI]

EAI Endorsed Trans. Ambient Syst., 2016

RealSense = real heart rate: Illumination invariant heart rate estimation from videos.

[BibT_eX]

[DOI]

Matti Pietikäinen

Proceedings of the Sixth International Conference on Image Processing Theory, 2016

Online Adjusting Task Models for Ubiquitous Robotic Systems.

[BibT_eX]

[DOI]

Proceedings of the Intelligent Autonomous Systems 14, 2016

Synthesis-Based Low-Cost Gaze Analysis.

[BibT_eX]

[DOI]

Zhuoqing Chang

Proceedings of the HCI International 2016 - Posters' Extended Abstracts, 2016

2015

Compositional Dictionaries for Domain Adaptive Face Recognition.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2015

Learning transformations for clustering and classification.

[BibT_eX]

[DOI]

J. Mach. Learn. Res., 2015

Representation using the Weyl Transform.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Random Forests Can Hash.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Learning Representations, 2015

Discriminative Robust Transformation Learning.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

A novel methodology for parallel spatial overlay over vector data - A case study with shape file.

[BibT_eX]

[DOI]

Xiaomin Zhu

Jidong Huo

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Research on vector spatial data access based on Main memory database.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

Cross-modality pose-invariant facial expression.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Intel realsense = Real low cost gaze.

[BibT_eX]

[DOI]

Mark Draelos

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Geometry-Aware Deep Transform.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Classification of whale vocalizations using the Weyl transform.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Alignment with intra-class structure can improve classification.

[BibT_eX]

[DOI]

A. Robert Calderbank

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A spatial data partitioning and merging method for parallel vector spatial analysis.

[BibT_eX]

[DOI]

Proceedings of the 23rd International Conference on Geoinformatics, 2015

2014

Dictionary-Based Domain Adaptation Methods for the Re-identification of Faces.

[BibT_eX]

[DOI]

Jie Ni

Proceedings of the Person Re-Identification, 2014

Structure-Preserving Sparse Decomposition for Facial Expression Analysis.

[BibT_eX]

[DOI]

Sima Taheri

IEEE Trans. Image Process., 2014

Information-Theoretic Dictionary Learning for Image Classification.

[BibT_eX]

[DOI]

Vishal M. Patel

IEEE Trans. Pattern Anal. Mach. Intell., 2014

Learning Transformations for Classification Forests.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Learning Representations, 2014

Learning compressed image classification features.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Learning Transformations.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

2013

Domain-invariant Face Recognition using Learned Low-rank Transformation.

[BibT_eX]

[DOI]

Ching-Hui Chen

CoRR, 2013

Learning Robust Subspace Clustering.

[BibT_eX]

[DOI]

CoRR, 2013

Sparse Dictionary-based Attributes for Action Recognition and Summarization.

[BibT_eX]

[DOI]

Zhuolin Jiang

CoRR, 2013

Dictionaries for image-based recognition.

[BibT_eX]

[DOI]

Vishal M. Patel

Proceedings of the 2013 Information Theory and Applications Workshop, 2013

Fast parallel interpolation algorithm using CUDA.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A parallel strategy for plane sweep algorithm in multi-core system.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013

A parallel algorithm for line segment intersection.

[BibT_eX]

[DOI]

Proceedings of the 21st International Conference on Geoinformatics, 2013

An effective method for river generalization.

[BibT_eX]

[DOI]

Fei He

Jinyun Fang

Proceedings of the 21st International Conference on Geoinformatics, 2013

Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation.

[BibT_eX]

[DOI]

Jie Ni

Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012

Sparse Dictionary Learning and Domain Adaptation for Face and Action Recognition.

[BibT_eX]

[DOI]

PhD thesis, 2012

A Unified Approach for Modeling and Recognition of Individual Actions and Group Activities

[BibT_eX]

[DOI]

CoRR, 2012

Domain Adaptive Dictionary Learning.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Sparse dictionary-based representation and recognition of action attributes.

[BibT_eX]

[DOI]

Zhuolin Jiang

Proceedings of the IEEE International Conference on Computer Vision, 2011

2009

Building a Text Classifier by a Keyword and Unlabeled Documents.

[BibT_eX]

[DOI]

Yang Zhang

Junping Zhu

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Building a Text Classifier by a Keyword and Wikipedia Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009

Mining Multi-label Concept-Drifting Data Streams Using Dynamic Classifier Ensemble.

[BibT_eX]

[DOI]

Proceedings of the Advances in Machine Learning, 2009

2007

Application of ultrasonic sensors in a smart environment.

[BibT_eX]

[DOI]

Pervasive Mob. Comput., 2007

Multimodal information fusion for automated recognition of complex agitation behaviors of dementia patients.

[BibT_eX]

[DOI]

Maniyeri Jayachandran

Philip Lin Kiat Yap

Proceedings of the 10th International Conference on Information Fusion, 2007

2006

WDM optical network testbed and distributed storage application.

[BibT_eX]

[DOI]

Victor Foo Siang Fook

Chao Lu

IEEE Commun. Mag., 2006

Fusion Considerations in Monitoring and Handling Agitation Behaviour for Persons with Dementia.

[BibT_eX]

[DOI]

Victor Foo Siang Fook

Aung Aung Phyo Wai

Proceedings of the 9th International Conference on Information Fusion, 2006

Data Collection and Feature Extraction for a Smart Ward Application.

[BibT_eX]

[DOI]

Victor Foo Siang Fook

Maniyeri Jayachandran

Aung Aung Phyo Wai

Viet Thang Pham

That Mon Htwe

Proceedings of 11th IEEE International Conference on Emerging Technologies and Factory Automation, 2006

Assessing the Completeness of Sensor Data.

[BibT_eX]

[DOI]

Felix Naumann