Dimitris Samaras

Orcid: 0000-0002-1373-0294

Affiliations:
  • Stony Brook University, USA


According to our database1, Dimitris Samaras authored at least 249 papers between 1998 and 2024.

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Bibliography

2024
Attention De-sparsification Matters: Inducing diversity in digital pathology representation learning.
Medical Image Anal., 2024

Learning Frame-Wise Emotion Intensity for Audio-Driven Talking-Head Generation.
CoRR, 2024

TalkinNeRF: Animatable Neural Fields for Full-Body Talking Humans.
CoRR, 2024

JEAN: Joint Expression and Audio-guided NeRF-based Talking Face Generation.
CoRR, 2024

Shadow Removal Refinement via Material-Consistent Shadow Edges.
CoRR, 2024

Assessing Sample Quality via the Latent Space of Generative Models.
CoRR, 2024

∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions.
CoRR, 2024

Learning Relighting and Intrinsic Decomposition in Neural Radiance Fields.
CoRR, 2024

MI-NeRF: Learning a Single Face NeRF from Multiple Identities.
CoRR, 2024

Self-supervised co-salient object detection via feature correspondence at multiple scales.
CoRR, 2024

Rig3DGS: Creating Controllable Portraits from Casual Monocular Videos.
CoRR, 2024

MORCIC: Model Order Reduction Techniques for Electromagnetic Models of Integrated Circuits.
CoRR, 2024

PathLDM: Text conditioned Latent Diffusion Model for Histopathology.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Unsupervised and semi-supervised co-salient object detection via segmentation frequency statistics.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Decoding the Visual Attention of Pathologists to Reveal Their Level of Expertise.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Look Hear: Gaze Prediction for Speech-Directed Human Attention.
Proceedings of the Computer Vision - ECCV 2024, 2024

Diffusion-Refined VQA Annotations for Semi-supervised Gaze Following.
Proceedings of the Computer Vision - ECCV 2024, 2024

Weighting Pseudo-labels via High-Activation Feature Index Similarity and Object Detection for Semi-supervised Segmentation.
Proceedings of the Computer Vision - ECCV 2024, 2024

Beyond Pixels: Semi-supervised Semantic Segmentation with a Multi-scale Patch-Based Multi-label Classifier.
Proceedings of the Computer Vision - ECCV 2024, 2024

MIGS: Multi-Identity Gaussian Splatting via Tensor Decomposition.
Proceedings of the Computer Vision - ECCV 2024, 2024

Self-supervised Co-salient Object Detection via Feature Correspondences at Multiple Scales.
Proceedings of the Computer Vision - ECCV 2024, 2024

Uncertainty Estimation for Tumor Prediction with Unlabeled Data.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Learned Representation-Guided Diffusion Models for Large-Image Generation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Unifying Top-Down and Bottom-Up Scanpath Prediction Using Transformers.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Controllable Dynamic Appearance for Neural 3D Portraits.
Proceedings of the International Conference on 3D Vision, 2024

2023
Predicting Visual Attention in Graphic Design Documents.
IEEE Trans. Multim., 2023

ChiMera: Learning with noisy labels by contrasting mixed-up augmentations.
CoRR, 2023

Zero-Shot Object Counting with Language-Vision Models.
CoRR, 2023

Learning from Pseudo-labeled Segmentation for Multi-Class Object Counting.
CoRR, 2023

Conditional Generation from Unconditional Diffusion Models using Denoiser Representations.
CoRR, 2023

Computational Pathology: A Survey Review and The Way Forward.
CoRR, 2023

Predicting Human Attention using Computational Attention.
CoRR, 2023

Patch-level Gaze Distribution Prediction for Gaze Following.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

HaloAE: A Local Transformer Auto-Encoder for Anomaly Detection and Localization Based on HaloNet.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Unsupervised Stain Decomposition via Inversion Regulation for Multiplex Immunohistochemistry Images.
Proceedings of the Medical Imaging with Deep Learning, 2023

Few Shot Hematopoietic Cell Classification.
Proceedings of the Medical Imaging with Deep Learning, 2023

SAM-Path: A Segment Anything Model for Semantic Segmentation in Digital Pathology.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023 Workshops, 2023

Prompt-MIL: Boosting Multi-instance Learning Schemes via Task-Specific Prompt Tuning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Self Pre-Training with Masked Autoencoders for Medical Image Classification and Segmentation.
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023

Token Sparsification for Faster Medical Image Segmentation.
Proceedings of the Information Processing in Medical Imaging, 2023

Precise Location Matching Improves Dense Contrastive Learning in Digital Pathology.
Proceedings of the Information Processing in Medical Imaging, 2023

Learning Probabilistic Topological Representations Using Discrete Morse Theory.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

S-VolSDF: Sparse Multi-View Stereo Regularization of Neural Implicit Surfaces.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

LipNeRF: What is the right feature space to lip-sync a NeRF?
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

FLAME-in-NeRF: Neural control of Radiance Fields for Free View Face Animation.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023

Generating Features with Increased Crop-Related Diversity for Few-Shot Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Zero-Shot Object Counting.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

AVFace: Towards Detailed Audio-Visual 4D Face Reconstruction.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Topology-Guided Multi-Class Cell Context Generation for Digital Pathology.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Conditional Generation from Pre-Trained Diffusion Models using Denoiser Representations.
Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022
Physics-Based Shadow Image Decomposition for Shadow Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2022

Local Learning on Transformers via Feature Reconstruction.
CoRR, 2022

Taking a Respite from Representation Learning for Molecular Property Prediction.
CoRR, 2022

HaloAE: An HaloNet based Local Transformer Auto-Encoder for Anomaly Detection and Localization.
CoRR, 2022

Learning Probabilistic Structural Representation for Biomedical Image Segmentation.
CoRR, 2022

A Novel Framework for Characterization of Tumor-Immune Spatial Relationships in Tumor Microenvironment.
CoRR, 2022

Self Pre-training with Masked Autoencoders for Medical Image Analysis.
CoRR, 2022

Lung Swapping Autoencoder: Learning a Disentangled Structure-texture Representation of Chest Radiographs.
CoRR, 2022

Artificial intelligence in drug discovery: applications and techniques.
Briefings Bioinform., 2022

Hierarchical Proxy-based Loss for Deep Metric Learning.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Learning From Documents in the Wild to Improve Document Unwarping.
Proceedings of the SIGGRAPH '22: Special Interest Group on Computer Graphics and Interactive Techniques Conference, Vancouver, BC, Canada, August 7, 2022

Swift: Adaptive Video Streaming with Layered Neural Codecs.
Proceedings of the 19th USENIX Symposium on Networked Systems Design and Implementation, 2022

Diffusion Models as Plug-and-Play Priors.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Gigapixel Whole-Slide Images Classification Using Locally Supervised Learning.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022

Predicting the Visual Attention of Pathologists Evaluating Whole Slide Images of Cancer.
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2022

Visual Attention Analysis Of Pathologists Examining Whole Slide Images Of Prostate Cancer.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022

Target-Absent Human Attention.
Proceedings of the Computer Vision - ECCV 2022, 2022

Learning an Isometric Surface Parameterization for Texture Unwrapping.
Proceedings of the Computer Vision - ECCV 2022, 2022

Characterizing Target-absent Human Attention.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021
Mosaic: Advancing User Quality of Experience in 360-Degree Video Streaming With Machine Learning.
IEEE Trans. Netw. Serv. Manag., 2021

Sequence-to-Segments Networks for Detecting Segments in Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

Large Scale Shadow Annotation and Detection Using Lazy Annotation and Stacked CNNs.
IEEE Trans. Pattern Anal. Mach. Intell., 2021

CoDiM: Learning with Noisy Labels via Contrastive Semi-Supervised Learning.
CoRR, 2021

Temporal Feature Warping for Video Shadow Detection.
CoRR, 2021

Artificial Intelligence in Drug Discovery: Applications and Techniques.
CoRR, 2021

Chest Radiograph Disentanglement for COVID-19 Outcome Prediction.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Attention Based CNN-LSTM Network for Pulmonary Embolism Prediction on Chest Computed Tomography Pulmonary Angiograms.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Topology-Aware Segmentation Using Discrete Morse Theory.
Proceedings of the 9th International Conference on Learning Representations, 2021

Variational Feature Disentangling for Fine-Grained Few-Shot Classification.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

End-to-end Piece-wise Unwarping of Document Images.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Multi-Class Cell Detection Using Spatial Context Representation.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Radiologically Defined Tumor-habitat Adjacency as a Prognostic Biomarker in Glioblastoma.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021

A Joint Spatial and Magnification Based Attention Framework for Large Scale Histopathology Classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Modeling Deep Learning Based Privacy Attacks on Physical Mail.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

Localization in the Crowd with Topological Constraints.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

SIDER: Single-Image Neural Optimization for Facial Geometric Detail Recovery.
Proceedings of the International Conference on 3D Vision, 2021

2020
FaceDet3D: Facial Expressions with 3D Geometric Detail Prediction.
CoRR, 2020

Variational Transfer Learning for Fine-grained Few-shot Visual Recognition.
CoRR, 2020

Learning Clusterable Visual Features for Zero-Shot Recognition.
CoRR, 2020

Light Direction and Color Estimation from Single Image with Deep Regression.
CoRR, 2020

A Study of Human Gaze Behavior During Visual Crowd Counting.
CoRR, 2020

Towards Better Opioid Antagonists Using Deep Reinforcement Learning.
CoRR, 2020

Dataset of Segmented Nuclei in Hematoxylin and Eosin Stained Histopathology Images of 10 Cancer Types.
CoRR, 2020

Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning.
CoRR, 2020

Distribution Matching for Crowd Counting.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Weakly-Supervised Deep Stain Decomposition for Multiplex IHC Images.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Learning Monocular Face Reconstruction using Multi-View Supervision.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Nonverbal Behavioral Patterns Predict Social Rejection Elicited Aggression.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

Self-supervised Deformation Modeling for Facial Expression Editing.
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020

TopoGAN: A Topology-Aware Generative Adversarial Network.
Proceedings of the Computer Vision - ECCV 2020, 2020

Automated Assessment of the Curliness of Collagen Fiber in Breast Cancer.
Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

From Shadow Segmentation to Shadow Removal.
Proceedings of the Computer Vision - ECCV 2020, 2020

Predicting Goal-Directed Human Attention Using Inverse Reinforcement Learning.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Learning Visual Emotion Representations From Web Data.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Intrinsic Decomposition of Document Images In-the-Wild.
Proceedings of the 31st British Machine Vision Conference 2020, 2020

2019
Sparse autoencoder for unsupervised nucleus detection and representation in histopathology images.
Pattern Recognit., 2019

An Adversarial Neuro-Tensorial Approach for Learning Disentangled Representations.
Int. J. Comput. Vis., 2019

Learning from Thresholds: Fully Automated Classification of Tumor Infiltrating Lymphocytes for Multiple Cancer Types.
CoRR, 2019

Utilizing Automated Breast Cancer Detection to Identify Spatial Distributions of Tumor Infiltrating Lymphocytes in Invasive Breast Cancer.
CoRR, 2019

Label Super Resolution with Inter-Instance Loss.
CoRR, 2019

Topology-Preserving Deep Image Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Advancing User Quality of Experience in 360-degree Video Streaming.
Proceedings of the 2019 IFIP Networking Conference, 2019

Pancreatic Cancer Detection in Whole Slide Images Using Noisy Label Annotations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Label super-resolution networks.
Proceedings of the 7th International Conference on Learning Representations, 2019

Lifting AutoEncoders: Unsupervised Learning of a Fully-Disentangled 3D Morphable Model Using Deep Non-Rigid Structure From Motion.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

Wasserstein GAN With Quadratic Transport Cost.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Shadow Removal via Shadow Image Decomposition.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

DewarpNet: Single-Image Document Unwarping With Stacked 3D and 2D Regression Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Reading detection in real-time.
Proceedings of the 11th ACM Symposium on Eye Tracking Research & Applications, 2019

Benchmarking Gaze Prediction for Categorical Visual Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Weakly Labeling the Antarctic: The Penguin Colony Case.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2019

Robust Histopathology Image Analysis: To Label or to Synthesize?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

SmartEye: Assisting Instant Photo Taking via Integrating User Preference with Deep View Proposal Network.
Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

From Whole Slide Tissues to Knowledge: Mapping Sub-cellular Morphology of Cancer.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

Exascale Deep Learning to Accelerate Cancer Research.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Leave-One-Out Kernel Optimization for Shadow Detection and Removal.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Latent Space Optimal Transport for Generative Models.
CoRR, 2018

Sequence-to-Segment Networks for Segment Detection.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

A Two-Step Computation of the Exact GAN Wasserstein Distance.
Proceedings of the 35th International Conference on Machine Learning, 2018

Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance.
Proceedings of the Computer Vision - ECCV 2018, 2018

A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation.
Proceedings of the Computer Vision - ECCV 2018, 2018

Good View Hunting: Learning Photo Composition From Dense View Pairs.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

DocUNet: Document Image Unwarping via a Stacked U-Net.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2017
EyeOpener: Editing Eyes in the Wild.
ACM Trans. Graph., 2017

Portrait lighting transfer using a mass transport approach.
ACM Trans. Graph., 2017

Deriving reproducible biomarkers from multi-site resting-state data: An Autism-based example.
NeuroImage, 2017

Unsupervised Histopathology Image Synthesis.
CoRR, 2017

A+D-Net: Shadow Detection with Adversarial Shadow Attenuation.
CoRR, 2017

An Adversarial Neuro-Tensorial Approach For Learning Disentangled Representations.
CoRR, 2017

Improving Heterogeneous Face Recognition with Conditional Adversarial Networks.
CoRR, 2017

Sparse Autoencoder for Unsupervised Nucleus Detection and Representation in Histopathology Images.
CoRR, 2017

Center-Focusing Multi-task CNN with Injected Features for Classification of Glioma Nuclear Images.
Proceedings of the 2017 IEEE Winter Conference on Applications of Computer Vision, 2017

Co-localization with Category-Consistent Features and Geodesic Distance Propagation.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

Shadow Detection with Conditional Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Neural Face Editing with Intrinsic Image Disentangling.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Large-scale Continual Road Inspection: Visual Infrastructure Assessment in the Wild.
Proceedings of the British Machine Vision Conference 2017, 2017

ConvNets with Smooth Adaptive Activation Functions for Regression.
Proceedings of the 20th International Conference on Artificial Intelligence and Statistics, 2017

2016
Higher-Order Graph Principles towards Non-Rigid Surface Registration.
IEEE Trans. Pattern Anal. Mach. Intell., 2016

Co-localization with Category-Consistent CNN Features and Geodesic Distance Co-Propagation.
CoRR, 2016

Squared Earth Mover's Distance-based Loss for Training Deep Neural Networks.
CoRR, 2016

Neural Networks with Smooth Adaptive Activation Functions for Regression.
CoRR, 2016

Texture classification for rail surface condition evaluation.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

Learned Region Sparsity and Diversity Also Predicts Visual Attention.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Design and evaluation of a foveated video streaming service for commodity client devices.
Proceedings of the 7th International Conference on Multimedia Systems, 2016

Large-Scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples.
Proceedings of the Computer Vision - ECCV 2016, 2016

Noisy Label Recovery for Shadow Detection in Unfamiliar Domains.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Geodesic Distance Histogram Feature for Video Segmentation.
Proceedings of the Computer Vision - ACCV 2016, 2016

2015
Efficient Multiple Instance Convolutional Neural Networks for Gigapixel Resolution Image Classification.
CoRR, 2015

Predictive sparse modeling of fMRI data for improved classification, regression, and visualization using the k-support norm.
Comput. Medical Imaging Graph., 2015

Efficient Video Segmentation Using Parametric Graph Partitioning.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Leave-One-Out Kernel Optimization for Shadow Detection.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

Recognizing cultural events in images: A study of image categorization models.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Action classification in still images using human eye movements.
Proceedings of the 2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2015

Practical chirocentric 3DUI platform for immersive environments.
Proceedings of the 2015 IEEE Symposium on 3D User Interfaces, 2015

2014
Analysis and Control of Facial Expressions using Decomposable nonlinear Generative Models.
Int. J. Pattern Recognit. Artif. Intell., 2014

Region segmentation for sparse decompositions: better brain parcellations from rest fMRI.
CoRR, 2014

3D assisted face recognition via progressive pose estimation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Single Image Shadow Removal via Neighbor-Based Region Relighting.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

Action Detection with Improved Dense Trajectories and Sliding Window.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

The Photometry of Intrinsic Images.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Simultaneous Cast Shadows, Illumination and Geometry Inference Using Hypergraphs.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Multi-voxel pattern analysis of selective representation of visual working memory in ventral temporal and occipital regions.
NeuroImage, 2013

Modeling Clutter Perception using Parametric Proto-object Partitioning.
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013

fMRI Analysis with Sparse Weisfeiler-Lehman Graph Statistics.
Proceedings of the Machine Learning in Medical Imaging - 4th International Workshop, 2013

Extracting Brain Regions from Rest fMRI with Total-Variation Constrained Dictionary Learning.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

FMRI analysis of cocaine addiction using k-support sparsity.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Intrinsic image evaluation on synthetic complex scenes.
Proceedings of the IEEE International Conference on Image Processing, 2013

A Generic Deformation Model for Dense Non-rigid Surface Registration: A Higher-Order MRF-Based Approach.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Studying Relationships between Human Gaze, Description, and Computer Vision.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

Single Image Shadow Detection Using Multiple Cues in a Supermodular MRF.
Proceedings of the British Machine Vision Conference, 2013

Modeling Shapes with Higher-Order Graphs: Methodology and Applications.
Proceedings of the Shape Perception in Human and Computer Vision, 2013

2012
Can a Single Brain Region Predict a Disorder?
IEEE Trans. Medical Imaging, 2012

Variable Selection for Gaussian Graphical Models.
Proceedings of the Fifteenth International Conference on Artificial Intelligence and Statistics, 2012

Simultaneous and Group-Sparse Multi-Task Learning of Gaussian Graphical Models
CoRR, 2012

Two-person interaction detection using body-pose features and multiple instance learning.
Proceedings of the 2012 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2012

Reconstructing Shape from Dictionaries of Shading Primitives.
Proceedings of the Computer Vision, 2012

2011
Illumination estimation from shadow borders.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

Viewpoint invariant 3D landmark model inference from monocular 2D images using higher-order priors.
Proceedings of the IEEE International Conference on Computer Vision, 2011

Analysis and synthesis of facial expressions using decomposable nonlinear generative models.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Intrinsic dense 3D surface tracking.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

Illumination estimation and cast shadow detection through a higher-order graphical model.
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011

2010
Ricci Flow for 3D Shape Analysis.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Simple fully automated group classification on brain FMRI.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Partial Face Biometry Using Shape Decomposition on 2D Conformal Maps of Faces.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Multi-Task Learning of Gaussian Graphical Models.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

Estimating Shadows with the Bright Channel Cue.
Proceedings of the Trends and Topics in Computer Vision, 2010

Dense non-rigid surface registration using high-order graph matching.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

AU recognition on 3D faces based on an extended statistical facial feature model.
Proceedings of the Fourth IEEE International Conference on Biometrics: Theory Applications and Systems, 2010

2009
Face Relighting from a Single Image under Arbitrary Unknown Lighting Conditions.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Sparse and Locally Constant Gaussian Graphical Models.
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009

Robust shadow and illumination estimation using a mixture model.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Dependent Multiple Cue Integration for Robust Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2008

Estimation of multiple directional illuminants from a single image.
Image Vis. Comput., 2008

High Resolution Tracking of Non-Rigid Motion of Densely Sampled 3D Data Using Harmonic Maps.
Int. J. Comput. Vis., 2008

Topology cuts: A novel min-cut/max-flow algorithm for topology preserving segmentation in N-D images.
Comput. Vis. Image Underst., 2008

Task-Specific Functional Brain Geometry from Model Maps.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008

3D Non-rigid Surface Matching and Registration Based on Holomorphic Differentials.
Proceedings of the Computer Vision, 2008

3D face matching and registration based on hyperbolic Ricci flow.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2008

2007
Conformal Geometry and Its Applications on 3D Shape Matching, Recognition, and Stitching.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Integration of deformable contours and a multiple hypotheses Fisher color model for robust tracking in varying illuminant environments.
Image Vis. Comput., 2007

Real-time Accurate Object Detection using Multiple Resolutions.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Ricci Flow for 3D Shape Analysis.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Face Re-Lighting from a Single Image under Harsh Lighting Conditions.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Capturing long-range correlations with patch models.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Guest Editorial.
Vis. Comput., 2006

Face Recognition from a Single Training Image under Arbitrary Unknown Lighting Using Spherical Harmonics.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Integration of Dependent Bayesian Filters for Robust Tracking.
Proceedings of the 2006 IEEE International Conference on Robotics and Automation, 2006

A Target Dependent Colorspace for Robust Tracking.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

3D Surface Matching and Recognition Using Conformal Geometry.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

Hemispherical Harmonic Surface Description and Applications to Medical Image Analysis.
Proceedings of the 3rd International Symposium on 3D Data Processing, 2006

2005
A Computational Model of Eye Movements during Object Class Detection.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Modeling Neuronal Interactivity using Dynamic Bayesian Networks.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

The Role of Top-down and Bottom-up Processes in Guiding Eye Movements during Visual Search.
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005

Exploiting Temporal Information in Functional Magnetic Resonance Imaging Brain Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2005

High Resolution Tracking of Non-Rigid 3D Motion of Densely Sampled Data Using Harmonic Maps.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Integration of Conditionally Dependent Object Features for Robust Figure/Background Segmentation.
Proceedings of the 10th IEEE International Conference on Computer Vision (ICCV 2005), 2005

Object Class Recognition Using Multiple Layer Boosting with Heterogeneous Features.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Face Synthesis and Recognition from a Single Image under Arbitrary Unknown Lighting Using a Spherical Harmonic Basis Morphable Model.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Machine Learning for Clinical Diagnosis from Functional Magnetic Resonance Imaging.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Face Modeling and Analysis in Stony Brook University.
Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), 2005

Image-driven re-targeting and relighting of facial expressions.
Proceedings of the Computer Graphics International 2005, 2005

Face Reconstruction Across Different Poses and Arbitrary Illumination Conditions.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 2005

2004
High Resolution Acquisition, Learning and Transfer of Dynamic 3D Facial Expressions.
Comput. Graph. Forum, 2004

Pose Invariant Face Recognition Under Arbitrary Unknown Lighting Using Spherical Harmonics.
Proceedings of the Biometric Authentication, 2004

Shape Reconstruction from 3D and 2D Data Using PDE-Based Deformable Surfaces.
Proceedings of the Computer Vision, 2004

Fusion of a Multiple Hypotheses Color Model and Deformable Contours for Figure Ground Segmentation in Dynamic Environments.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

A Hierarchical Framework For High Resolution Facial Expression Tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2004

2003
Incorporating Illumination Constraints in Deformable Models for Shape from Shading and Light Direction Estimation.
IEEE Trans. Pattern Anal. Mach. Intell., 2003

Estimation of multiple directional light sources for synthesis of augmented reality images.
Graph. Model., 2003

Face Recognition Under Variable Lighting using Harmonic Image Exemplars.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

Using Multiple Cues for Hand Tracking and Model Refinement.
Proceedings of the 2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003), 2003

2002
Estimation of Multiple Directional Light Sources for Synthesis of Mixed Reality Images.
Proceedings of the 10th Pacific Conference on Computer Graphics and Applications, 2002

Estimation of Multiple Illuminants from a Single Image of Arbitrary Known Geometry.
Proceedings of the Computer Vision, 2002

2000
Variable Albedo Surface Reconstruction from Stereo and Shape from Shading.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

1999
Coupled Lighting Direction and Shape Estimation from Single Images.
Proceedings of the International Conference on Computer Vision, 1999

1998
Incorporating Illumination Constraints in Deformable Models.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998


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