Victor S. Lempitsky

Orcid: 0000-0003-4118-710X

Affiliations:
  • Skolkovo Institute of Science and Technology


According to our database1, Victor S. Lempitsky authored at least 123 papers between 2002 and 2024.

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Bibliography

2024
MoRF: Mobile Realistic Fullbody Avatars from a Monocular Video.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

2023
Multi-NeuS: 3D Head Portraits From Single Image With Neural Implicit Functions.
IEEE Access, 2023

DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Neural Haircut: Prior-Guided Strand-Based Hair Reconstruction.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Stereo Magnification with Multi-Layer Images.
CoRR, 2022

Resolution-robust Large Mask Inpainting with Fourier Convolutions.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

MegaPortraits: One-shot Megapixel Neural Head Avatars.
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Realistic One-Shot Mesh-Based Head Avatars.
Proceedings of the Computer Vision - ECCV 2022, 2022

NPBG++: Accelerating Neural Point-Based Graphics.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

Stereo Magnification with Multi-Layer Images.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021
Perceptual Gradient Networks.
CoRR, 2021

CNN with large memory layers.
CoRR, 2021

Real-time RGBD-based Extended Body Pose Estimation.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Point-Based Modeling of Human Clothing.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

StylePeople: A Generative Model of Fullbody Human Avatars.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Image Generators With Conditionally-Independent Pixel Synthesis.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020
Deep Image Prior.
Int. J. Comput. Vis., 2020

Relightable 3D Head Portraits from a Smartphone Video.
CoRR, 2020

DeepLandscape: Adversarial Modeling of Landscape Video.
CoRR, 2020

Cloud Transformers.
CoRR, 2020

Fast Bi-Layer Neural Synthesis of One-Shot Realistic Head Avatars.
Proceedings of the Computer Vision - ECCV 2020, 2020

DeepLandscape: Adversarial Modeling of Landscape Videos.
Proceedings of the Computer Vision - ECCV 2020, 2020

Neural Point-Based Graphics.
Proceedings of the Computer Vision - ECCV 2020, 2020

Instance Segmentation of Biological Images Using Harmonic Embeddings.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Hyperbolic Image Embeddings.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

Neural Head Reenactment with Latent Pose Descriptors.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

High-Resolution Daytime Translation Without Domain Labels.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020

TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer.
Proceedings of the 8th International Conference on 3D Vision, 2020

2019
DoGNet: A deep architecture for synapse detection in multiplexed fluorescence images.
PLoS Comput. Biol., 2019

Neural Point-Based Graphics.
CoRR, 2019

Learnable Line Segment Descriptor for Visual SLAM.
IEEE Access, 2019

Latent Convolutional Models.
Proceedings of the 7th International Conference on Learning Representations, 2019

Few-Shot Adversarial Learning of Realistic Neural Talking Head Models.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Learnable Triangulation of Human Pose.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019

Textured Neural Avatars.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Photorealistic Monocular Gaze Redirection Using Machine Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Set2Model networks: Learning discriminatively to learn generative models.
Comput. Vis. Image Underst., 2018

Coordinate-based Texture Inpainting for Pose-Guided Image Generation.
CoRR, 2018

Instance Segmentation by Deep Coloring.
CoRR, 2018

Impostor Networks for Fast Fine-Grained Recognition.
CoRR, 2018

CarpetVR: The Magic Carpet Meets the Magic Mirror.
Proceedings of the 2018 IEEE Conference on Virtual Reality and 3D User Interfaces, 2018

Deep Neural Networks with Box Convolutions.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

Semi-Supervised Learning for Monocular Gaze Redirection.
Proceedings of the 13th IEEE International Conference on Automatic Face & Gesture Recognition, 2018

Stereo Relative Pose from Line and Point Feature Triplets.
Proceedings of the Computer Vision - ECCV 2018, 2018

Image Manipulation with Perceptual Discriminators.
Proceedings of the Computer Vision - ECCV 2018, 2018

It Takes (Only) Two: Adversarial Generator-Encoder Networks.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Domain-Adversarial Training of Neural Networks.
Proceedings of the Domain Adaptation in Computer Vision Applications., 2017

Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55.
CoRR, 2017

Deep multi-frame face hallucination for face identification.
CoRR, 2017

Adversarial Generator-Encoder Networks.
CoRR, 2017

End-to-End learning of cost-volume aggregation for real-time dense stereo.
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017

Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models.
Proceedings of the IEEE International Conference on Computer Vision, 2017

AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding.
Proceedings of the IEEE International Conference on Computer Vision, 2017

Parsing Images of Overlapping Organisms with Deep Singling-Out Networks.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Product Split Trees.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

Multi-Region bilinear convolutional neural networks for person re-identification.
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017

2016
Detecting overlapping instances in microscopy images using extremal region trees.
Medical Image Anal., 2016

Domain-Adversarial Training of Neural Networks.
J. Mach. Learn. Res., 2016

Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions.
CoRR, 2016

Instance Normalization: The Missing Ingredient for Fast Stylization.
CoRR, 2016

Pairwise Quantization.
CoRR, 2016

Learning Deep Embeddings with Histogram Loss.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Learnable Visual Markers.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Fast low-cost single element ultrasound reflectivity tomography using angular distribution analysis.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Texture Networks: Feed-forward Synthesis of Textures and Stylized Images.
Proceedings of the 33nd International Conference on Machine Learning, 2016

DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation.
Proceedings of the Computer Vision - ECCV 2016, 2016

Counting in the Wild.
Proceedings of the Computer Vision - ECCV 2016, 2016

Efficient Indexing of Billion-Scale Datasets of Deep Descriptors.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

Fast ConvNets Using Group-Wise Brain Damage.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015
The Inverted Multi-Index.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Fast and accurate scene text understanding with image binarization and off-the-shelf OCR.
Int. J. Document Anal. Recognit., 2015

Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification.
CoRR, 2015

Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition.
Proceedings of the 3rd International Conference on Learning Representations, 2015

Aggregating Deep Convolutional Features for Image Retrieval.
CoRR, 2015

Unsupervised Domain Adaptation by Backpropagation.
Proceedings of the 32nd International Conference on Machine Learning, 2015

Aggregating Local Deep Features for Image Retrieval.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015

A single element 3D ultrasound tomography system.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Motion compensation in a tomographic ultrasound imaging system: Toward volumetric scans of a limb for prosthetic socket design.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Learning to look up: Realtime monocular gaze correction using machine learning.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Tree quantization for large-scale similarity search and classification.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
N<sup>4</sup>-Fields: Neural Network Nearest Neighbor Fields for Image Transforms.
CoRR, 2014

Improving Bilayer Product Quantization for Billion-Scale Approximate Nearest Neighbors in High Dimensions.
CoRR, 2014

Neural Codes for Image Retrieval.
Proceedings of the Computer Vision - ECCV 2014, 2014

Interactive Object Counting.
Proceedings of the Computer Vision - ECCV 2014, 2014

Additive Quantization for Extreme Vector Compression.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

N^4 -Fields: Neural Network Nearest Neighbor Fields for Image Transforms.
Proceedings of the Computer Vision - ACCV 2014, 2014

2013
Guest Editorial: Energy Optimization Methods.
Int. J. Comput. Vis., 2013

Image Binarization for End-to-End Text Understanding in Natural Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Symbiotic Segmentation and Part Localization for Fine-Grained Categorization.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Learning to Detect Partially Overlapping Instances.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
On Detection of Multiple Object Instances Using Hough Transforms.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors.
J. Math. Imaging Vis., 2012

Geometric Image Parsing in Man-Made Environments.
Int. J. Comput. Vis., 2012

Learning to Detect Cells Using Non-overlapping Extremal Regions.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Large-Lexicon Attribute-Consistent Text Recognition in Natural Images.
Proceedings of the Computer Vision - ECCV 2012, 2012

TriCoS: A Tri-level Class-Discriminative Co-segmentation Method for Image Classification.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Hough Forests for Object Detection, Tracking, and Action Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2011

Pylon Model for Semantic Segmentation.
Proceedings of the Advances in Neural Information Processing Systems 24: 25th Annual Conference on Neural Information Processing Systems 2011. Proceedings of a meeting held 12-14 December 2011, 2011

Humanising GrabCut: Learning to segment humans using the Kinect.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

BiCoS: A Bi-level co-segmentation method for image classification.
Proceedings of the IEEE International Conference on Computer Vision, 2011

The devil is in the details: an evaluation of recent feature encoding methods.
Proceedings of the British Machine Vision Conference, 2011

2010
Fusion Moves for Markov Random Field Optimization.
IEEE Trans. Pattern Anal. Mach. Intell., 2010

Learning To Count Objects in Images.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010

Uncertainty Driven Multi-scale Optimization.
Proceedings of the Pattern Recognition, 2010

Surface extraction from binary volumes with higher-order smoothness.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Image segmentation with a bounding box prior.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography.
Proceedings of the Functional Imaging and Modeling of the Heart, 2009

Class-specific Hough forests for object detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

2008
Image Segmentation by Branch-and-Mincut.
Proceedings of the Computer Vision, 2008

Discrete-Continuous Optimization for Optical Flow Estimation.
Proceedings of the Statistical and Geometrical Approaches to Visual Motion Analysis, 2008

FusionFlow: Discrete-continuous optimization for optical flow estimation.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
LogCut - Efficient Graph Cut Optimization for Markov Random Fields.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Optimizing Binary MRFs via Extended Roof Duality.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Seamless Mosaicing of Image-Based Texture Maps.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

Global Optimization for Shape Fitting.
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007

2006
Oriented Visibility for Multiview Reconstruction.
Proceedings of the Computer Vision, 2006

From Photohulls to Photoflux Optimization.
Proceedings of the British Machine Vision Conference 2006, 2006

2004
Creating and Animating Personalized Head Models from Digital Photographs and Video.
Program. Comput. Softw., 2004

2002
Modeling with Spatial Patches.
Proceedings of the 2002 International Conference on Shape Modeling and Applications (SMI 2002), 2002

Texturing Calibrated Head Model from Images.
Proceedings of the 23rd Annual Conference of the European Association for Computer Graphics, 2002


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