Victor S. Lempitsky
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Victor S. Lempitsky's AcademicInfluence.com Rankings
Victor S. Lempitskycomputer-science Degrees
Computer Science
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Algorithms
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#208
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Machine Learning
#1674
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#3053
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Computer Science
Victor S. Lempitsky's Degrees
- Bachelors Computer Science Moscow Institute of Physics and Technology
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(Suggest an Edit or Addition)Victor S. Lempitsky's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Domain-Adversarial Training of Neural Networks (2015) (5733)
- Unsupervised Domain Adaptation by Backpropagation (2014) (4102)
- Instance Normalization: The Missing Ingredient for Fast Stylization (2016) (2791)
- Deep Image Prior (2017) (1973)
- Learning To Count Objects in Images (2010) (1041)
- The devil is in the details: an evaluation of recent feature encoding methods (2011) (954)
- Escape from Cells: Deep Kd-Networks for the Recognition of 3D Point Cloud Models (2017) (837)
- Texture Networks: Feed-forward Synthesis of Textures and Stylized Images (2016) (797)
- Speeding-up Convolutional Neural Networks Using Fine-tuned CP-Decomposition (2014) (739)
- Class-specific Hough forests for object detection (2009) (663)
- Improved Texture Networks: Maximizing Quality and Diversity in Feed-Forward Stylization and Texture Synthesis (2017) (628)
- Hough Forests for Object Detection, Tracking, and Action Recognition (2011) (622)
- Aggregating Local Deep Features for Image Retrieval (2015) (588)
- Optimizing Binary MRFs via Extended Roof Duality (2007) (503)
- Few-Shot Adversarial Learning of Realistic Neural Talking Head Models (2019) (437)
- Neural Codes for Image Retrieval (2014) (433)
- Image segmentation with a bounding box prior (2009) (406)
- Fast ConvNets Using Group-Wise Brain Damage (2015) (403)
- The Inverted Multi-Index (2012) (343)
- On Detection of Multiple Object Instances Using Hough Transforms (2010) (313)
- Learning Deep Embeddings with Histogram Loss (2016) (308)
- N^4 -Fields: Neural Network Nearest Neighbor Fields for Image Transforms (2014) (250)
- Fusion Moves for Markov Random Field Optimization (2010) (248)
- Symbiotic Segmentation and Part Localization for Fine-Grained Categorization (2013) (244)
- Aggregating Deep Convolutional Features for Image Retrieval (2015) (241)
- Learnable Triangulation of Human Pose (2019) (225)
- Counting in the Wild (2016) (215)
- Neural Point-Based Graphics (2019) (214)
- Additive Quantization for Extreme Vector Compression (2014) (207)
- Seamless Mosaicing of Image-Based Texture Maps (2007) (203)
- BiCoS: A Bi-level co-segmentation method for image classification (2011) (202)
- Learning to Detect Cells Using Non-overlapping Extremal Regions (2012) (196)
- FusionFlow: Discrete-continuous optimization for optical flow estimation (2008) (182)
- Resolution-robust Large Mask Inpainting with Fourier Convolutions (2021) (174)
- Geometric Image Parsing in Man-Made Environments (2010) (165)
- Global Optimization for Shape Fitting (2007) (165)
- Pylon Model for Semantic Segmentation (2011) (162)
- Multi-Region bilinear convolutional neural networks for person re-identification (2017) (155)
- Interactive Object Counting (2014) (151)
- Efficient Indexing of Billion-Scale Datasets of Deep Descriptors (2016) (148)
- Random Forest Classification for Automatic Delineation of Myocardium in Real-Time 3D Echocardiography (2009) (143)
- Large-Lexicon Attribute-Consistent Text Recognition in Natural Images (2012) (129)
- Hyperbolic Image Embeddings (2019) (124)
- It Takes (Only) Two: Adversarial Generator-Encoder Networks (2017) (121)
- LogCut - Efficient Graph Cut Optimization for Markov Random Fields (2007) (119)
- TriCoS: A Tri-level Class-Discriminative Co-segmentation Method for Image Classification (2012) (112)
- DeepWarp: Photorealistic Image Resynthesis for Gaze Manipulation (2016) (107)
- Image Generators with Conditionally-Independent Pixel Synthesis (2020) (101)
- Textured Neural Avatars (2019) (97)
- Fast Bi-layer Neural Synthesis of One-Shot Realistic Head Avatars (2020) (95)
- Tree quantization for large-scale similarity search and classification (2015) (93)
- Image Segmentation by Branch-and-Mincut (2008) (88)
- Coordinate-Based Texture Inpainting for Pose-Guided Human Image Generation (2019) (77)
- Oriented Visibility for Multiview Reconstruction (2006) (75)
- Multiregion Bilinear Convolutional Neural Networks for Person Re-Identification (2015) (72)
- Image Binarization for End-to-End Text Understanding in Natural Images (2013) (70)
- Neural Head Reenactment with Latent Pose Descriptors (2020) (67)
- Crystal nucleation in metallic alloys using x-ray radiography and machine learning (2018) (67)
- Detecting overlapping instances in microscopy images using extremal region trees (2016) (66)
- Large-Scale 3D Shape Reconstruction and Segmentation from ShapeNet Core55 (2017) (58)
- High-Resolution Daytime Translation Without Domain Labels (2020) (54)
- Humanising GrabCut: Learning to segment humans using the Kinect (2011) (48)
- From Photohulls to Photoflux Optimization (2006) (45)
- Learning to Detect Partially Overlapping Instances (2013) (45)
- Adversarial Generator-Encoder Networks (2017) (41)
- Learning to look up: Realtime monocular gaze correction using machine learning (2015) (40)
- StylePeople: A Generative Model of Fullbody Human Avatars (2021) (40)
- Surface extraction from binary volumes with higher-order smoothness (2010) (35)
- Speeding-up convolutional neural networks: A survey (2018) (27)
- Discrete-Continuous Optimization for Optical Flow Estimation (2009) (26)
- Instance Segmentation of Biological Images Using Harmonic Embeddings (2019) (26)
- Instance Segmentation by Deep Coloring (2018) (25)
- Learnable Line Segment Descriptor for Visual SLAM (2019) (25)
- End-to-End learning of cost-volume aggregation for real-time dense stereo (2016) (24)
- Improving Bilayer Product Quantization for Billion-Scale Approximate Nearest Neighbors in High Dimensions (2014) (24)
- Cloud Transformers: A Universal Approach To Point Cloud Processing Tasks (2020) (24)
- Image Manipulation with Perceptual Discriminators (2018) (22)
- Analysis of Images, Social Networks and Texts (2014) (21)
- Multi-frame elastography using a handheld force-controlled ultrasound probe (2015) (20)
- Point-Based Modeling of Human Clothing (2021) (19)
- Fast and accurate scene text understanding with image binarization and off-the-shelf OCR (2015) (18)
- Coordinate-based Texture Inpainting for Pose-Guided Image Generation (2018) (18)
- NPBG++: Accelerating Neural Point-Based Graphics (2022) (17)
- Photorealistic Monocular Gaze Redirection Using Machine Learning (2018) (17)
- Realistic One-shot Mesh-based Head Avatars (2022) (16)
- Latent Convolutional Models (2018) (16)
- MegaPortraits: One-shot Megapixel Neural Head Avatars (2022) (16)
- DeepLandscape: Adversarial Modeling of Landscape Videos (2020) (15)
- Uncertainty Driven Multi-scale Optimization (2010) (15)
- Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors (2012) (14)
- Parsing Images of Overlapping Organisms with Deep Singling-Out Networks (2016) (14)
- Analysis of Images, Social Networks and Texts (2017) (13)
- TRANSPR: Transparency Ray-Accumulating Neural 3D Scene Point Renderer (2020) (12)
- Learning to Count Cells: Applications to lens-free imaging of large fields (2011) (12)
- Stereo Relative Pose from Line and Point Feature Triplets (2018) (11)
- DoGNet: A deep architecture for synapse detection in multiplexed fluorescence images (2019) (11)
- Deep Neural Networks with Box Convolutions (2018) (11)
- Learnable Visual Markers (2016) (11)
- Motion compensation in a tomographic ultrasound imaging system: Toward volumetric scans of a limb for prosthetic socket design (2015) (9)
- A single element 3D ultrasound tomography system (2015) (9)
- Product Split Trees (2017) (8)
- Processing citizen science- and machine-annotated time-lapse imagery for biologically meaningful metrics (2020) (7)
- AnnArbor: Approximate Nearest Neighbors Using Arborescence Coding (2017) (7)
- Deep multi-frame face super-resolution (2017) (7)
- Relightable 3D Head Portraits from a Smartphone Video (2020) (7)
- Real-time RGBD-based Extended Body Pose Estimation (2021) (7)
- Deep Learning: Theory and Practice (2018) (7)
- Energy Minimization Methods in Computer Vision and Pattern Recognition (2009) (5)
- Uncertainty Driven Multi-scale Energy Minimization (2010) (5)
- Cloud Transformers (2020) (4)
- Creating Personalized Head Models from Image Series (2003) (4)
- DeepLandscape: Adversarial Modeling of Landscape Video (2020) (3)
- Stereo Magnification with Multi-Layer Images (2022) (3)
- Texturing Calibrated Head Model from Images (2002) (3)
- Impostor Networks for Fast Fine-Grained Recognition (2018) (3)
- Proceedings of the 8th international conference on Energy minimization methods in computer vision and pattern recognition (2011) (3)
- Deep multi-frame face hallucination for face identification (2017) (2)
- Semi-Supervised Learning for Monocular Gaze Redirection (2018) (2)
- Pairwise Quantization (2016) (2)
- Multi-NeuS: 3D Head Portraits from Single Image with Neural Implicit Functions (2022) (2)
- Creating and Animating Personalized Head Models from Digital Photographs and Video (2004) (2)
- HTX: a tool for the exploration and visualization of high-throughput image assays (2017) (1)
- Modeling with spatial patches (2002) (1)
- Photoflux Maximizing Shapes (2006) (1)
- Internet-Based Image Retrieval Using End-to-End Trained Deep Distributions (2016) (1)
- Processing citizen science- and machine-annotated time-lapse imagery for biologically meaningful metrics (2020) (1)
- Energy Minimazation Methods in Computer Vision and Pattern Recognition - 8th International Conference, EMMCVPR 2011, St. Petersburg, Russia, July 25-27, 2011. Proceedings (2011) (1)
- Yuning Chai Recognition between a Large Number of Flower Species Master Thesis (2011) (1)
- Fusion Moves for (2010) (1)
- Geometric Image Parsing in Man-Made Environments (2011) (1)
- Branch-and-Mincut: Global Optimization for Image Segmentation with High-Level Priors (2012) (0)
- The Inverted Multi-Index Artem Babenko and (2015) (0)
- MoRF: Mobile Realistic Fullbody Avatars from a Monocular Video (2023) (0)
- Adaptive Ray-Tracing on Spatial Patches (2007) (0)
- BRITISH COUNCIL PROGRAMME UNIVERSITY OF NIZHNY NOVGOROD INTERNATIONAL NETWORKING FOR YOUNG SCIENTISTS (2005) (0)
- Co-Segmentation for Fine Grained Visual Categorization (2013) (0)
- Guest Editorial: Energy Optimization Methods (2013) (0)
- Autoencoder (2020) (0)
- $\text{NPBG++}$: Accelerating Neural Point-Based Graphics (2022) (0)
- CNN with large memory layers (2021) (0)
- Domain (2019) (0)
- Perceptual Gradient Networks (2021) (0)
- Fast low-cost single element ultrasound reflectivity tomography using angular distribution analysis (2016) (0)
- CarpetVR: The Magic Carpet Meets the Magic Mirror (2018) (0)
- Advances in fine-grained visual categorization (2015) (0)
- Set2Model Networks: Learning Discriminatively To Learn Generative Models (2016) (0)
- AIST ’ 2014 — Analysis of Images , Social Networks and Texts (2014) (0)
- C V ] 3 A pr 2 01 9 Hyperbolic Image Embeddings (2019) (0)
- ImagiCAD: Experimental Image Based Modeling System (2005) (0)
- Guest Editorial: Energy Optimization Methods (2013) (0)
- DINAR: Diffusion Inpainting of Neural Textures for One-Shot Human Avatars (2023) (0)
- Supplementary Materials for Fast Bi-layer Neural Synthesis of Realistic Head Avatars (2020) (0)
- Fast and accurate scene text understanding with image binarization and off-the-shelf OCR (2015) (0)
- Generative Convolutional Networks (2018) (0)
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