Alexei Efros Alexei Efros
#92,815
Most Influential Person Now
Alexei Efros Alexei Efros's AcademicInfluence.com Rankings
Alexei Efros Alexei Efroscomputer-science Degrees
Computer Science
#3182
World Rank
#3333
Historical Rank
Machine Learning
#315
World Rank
#319
Historical Rank
Artificial Intelligence
#499
World Rank
#508
Historical Rank
Database
#656
World Rank
#687
Historical Rank
Download Badge
Computer Science
Alexei Efros Alexei Efros's Degrees
- PhD Computer Science University of California, Berkeley
- Masters Computer Science University of California, Berkeley
- Bachelors Computer Science Stanford University
Similar Degrees You Can Earn
Why Is Alexei Efros Alexei Efros Influential?
(Suggest an Edit or Addition)Alexei Efros Alexei Efros'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
- Image-to-Image Translation with Conditional Adversarial Networks (2016) (14216)
- The Unreasonable Effectiveness of Deep Features as a Perceptual Metric (2018) (4533)
- Context Encoders: Feature Learning by Inpainting (2016) (4207)
- Unpaired Image-to-Image Translation Using Cycle-Consistent Adversarial Networks (2017) (3415)
- Colorful Image Colorization (2016) (2882)
- Image quilting for texture synthesis and transfer (2001) (2609)
- CyCADA: Cycle-Consistent Adversarial Domain Adaptation (2017) (2243)
- Unsupervised Visual Representation Learning by Context Prediction (2015) (2226)
- Texture synthesis by non-parametric sampling (1999) (2183)
- Unbiased look at dataset bias (2011) (2051)
- Fast bilateral filtering for the display of high-dynamic-range images (2002) (1787)
- Curiosity-Driven Exploration by Self-Supervised Prediction (2017) (1722)
- Recognizing action at a distance (2003) (1490)
- Generative Visual Manipulation on the Natural Image Manifold (2016) (1205)
- Discovering objects and their location in images (2005) (1164)
- Toward Multimodal Image-to-Image Translation (2017) (1080)
- Scene completion using millions of photographs (2007) (1076)
- Putting Objects in Perspective (2006) (1002)
- Ensemble of exemplar-SVMs for object detection and beyond (2011) (940)
- IM2GPS: estimating geographic information from a single image (2008) (922)
- Geometric context from a single image (2005) (788)
- Using Multiple Segmentations to Discover Objects and their Extent in Image Collections (2006) (750)
- Recovering Surface Layout from an Image (2007) (740)
- Automatic photo pop-up (2005) (694)
- What makes Paris look like Paris? (2012) (673)
- Recovering human body configurations: combining segmentation and recognition (2004) (653)
- Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction (2016) (584)
- Unsupervised Discovery of Mid-Level Discriminative Patches (2012) (583)
- View Synthesis by Appearance Flow (2016) (580)
- Audio-Visual Scene Analysis with Self-Supervised Multisensory Features (2018) (578)
- Everybody Dance Now (2018) (576)
- An empirical study of context in object detection (2009) (558)
- Discovering object categories in image collections (2005) (557)
- What makes ImageNet good for transfer learning? (2016) (543)
- Contrastive Learning for Unpaired Image-to-Image Translation (2020) (529)
- Large-Scale Study of Curiosity-Driven Learning (2018) (529)
- Seeing 3D Chairs: Exemplar Part-Based 2D-3D Alignment Using a Large Dataset of CAD Models (2014) (504)
- Undoing the Damage of Dataset Bias (2012) (480)
- Learning Category-Specific Mesh Reconstruction from Image Collections (2018) (459)
- Real-time user-guided image colorization with learned deep priors (2017) (451)
- CNN-Generated Images Are Surprisingly Easy to Spot… for Now (2019) (433)
- Blocks World Revisited: Image Understanding Using Qualitative Geometry and Mechanics (2010) (378)
- Improving Spatial Support for Objects via Multiple Segmentations (2007) (340)
- Learning Correspondence From the Cycle-Consistency of Time (2019) (333)
- Learning Dense Correspondence via 3D-Guided Cycle Consistency (2016) (327)
- Photo clip art (2007) (306)
- Occlusion-Aware Depth Estimation Using Light-Field Cameras (2015) (289)
- Test-Time Training with Self-Supervision for Generalization under Distribution Shifts (2019) (283)
- Data-driven visual similarity for cross-domain image matching (2011) (283)
- Learning Shape Abstractions by Assembling Volumetric Primitives (2016) (282)
- Mid-level Visual Element Discovery as Discriminative Mode Seeking (2013) (275)
- Fighting Fake News: Image Splice Detection via Learned Self-Consistency (2018) (257)
- From 3D scene geometry to human workspace (2011) (257)
- Unsupervised discovery of visual object class hierarchies (2008) (255)
- Zero-Shot Visual Imitation (2018) (248)
- Recovering Occlusion Boundaries from a Single Image (2007) (238)
- Detecting Ground Shadows in Outdoor Consumer Photographs (2010) (214)
- Swapping Autoencoder for Deep Image Manipulation (2020) (200)
- Discovering Texture Regularity as a Higher-Order Correspondence Problem (2006) (196)
- A data-driven approach to quantifying natural human motion (2005) (190)
- Recovering Occlusion Boundaries from an Image (2011) (182)
- Unsupervised Domain Adaptation through Self-Supervision (2019) (179)
- Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction (2018) (177)
- Closing the loop in scene interpretation (2008) (175)
- Image sequence geolocation with human travel priors (2009) (174)
- People Watching: Human Actions as a Cue for Single View Geometry (2012) (172)
- What Should Not Be Contrastive in Contrastive Learning (2020) (171)
- Recognition by association via learning per-exemplar distances (2008) (167)
- A 4D Light-Field Dataset and CNN Architectures for Material Recognition (2016) (166)
- 3D object manipulation in a single photograph using stock 3D models (2014) (165)
- Conditional Networks for Few-Shot Semantic Segmentation (2018) (159)
- FlowWeb: Joint image set alignment by weaving consistent, pixel-wise correspondences (2015) (153)
- Estimating natural illumination from a single outdoor image (2009) (151)
- Space-Time Correspondence as a Contrastive Random Walk (2020) (149)
- Depth Estimation with Occlusion Modeling Using Light-Field Cameras (2016) (143)
- Beyond Categories: The Visual Memex Model for Reasoning About Object Relationships (2009) (142)
- Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition (2015) (140)
- Estimating the Natural Illumination Conditions from a Single Outdoor Image (2012) (135)
- Dataset Distillation (2018) (134)
- How Important Are "Deformable Parts" in the Deformable Parts Model? (2012) (129)
- Investigating Human Priors for Playing Video Games (2018) (126)
- City Forensics: Using Visual Elements to Predict Non-Visual City Attributes (2014) (126)
- Using Color Compatibility for Assessing Image Realism (2007) (122)
- Scene Semantics from Long-Term Observation of People (2012) (115)
- Few-shot Image Generation via Cross-domain Correspondence (2021) (113)
- Learning a Discriminative Model for the Perception of Realism in Composite Images (2015) (112)
- Improving Generalization via Scalable Neighborhood Component Analysis (2018) (111)
- Light field video capture using a learning-based hybrid imaging system (2017) (108)
- Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene (2017) (108)
- Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time (2013) (106)
- From Lifestyle Vlogs to Everyday Interactions (2017) (102)
- Few-Shot Segmentation Propagation with Guided Networks (2018) (96)
- What Do the Sun and the Sky Tell Us About the Camera? (2010) (95)
- 3D Sketching using Multi-View Deep Volumetric Prediction (2017) (93)
- Webcam clip art: appearance and illuminant transfer from time-lapse sequences (2009) (92)
- Detecting Photoshopped Faces by Scripting Photoshop (2019) (91)
- Dark and photo-conductivity in ordered array of nanocrystals. (2013) (89)
- Dating Historical Color Images (2012) (88)
- Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation (2019) (88)
- Self-Supervised Policy Adaptation during Deployment (2020) (85)
- Time-Agnostic Prediction: Predicting Predictable Video Frames (2018) (82)
- The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement (2020) (80)
- A Century of Portraits: A Visual Historical Record of American High School Yearbooks (2015) (76)
- Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity (2019) (76)
- Segmenting Scenes by Matching Image Composites (2009) (74)
- InstructPix2Pix: Learning to Follow Image Editing Instructions (2022) (72)
- Test-Time Training for Out-of-Distribution Generalization (2019) (71)
- Multi-view relighting using a geometry-aware network (2019) (70)
- Seeing through water (2004) (69)
- Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning (2019) (65)
- Image matching in large scale indoor environment (2009) (59)
- RANSAC-Flow: generic two-stage image alignment (2020) (58)
- Large-Scale Image Geolocalization (2015) (56)
- Dataset Distillation by Matching Training Trajectories (2022) (55)
- Unsupervised Curricula for Visual Meta-Reinforcement Learning (2019) (54)
- AverageExplorer: interactive exploration and alignment of visual data collections (2014) (53)
- KrishnaCam: Using a longitudinal, single-person, egocentric dataset for scene understanding tasks (2016) (49)
- What Does the Sky Tell Us about the Camera? (2008) (49)
- SVBRDF-Invariant Shape and Reflectance Estimation from Light-Field Cameras (2018) (49)
- Multimodal Image-to-Image Translation by Enforcing Bi-Cycle Consistency (2017) (48)
- Linking Past to Present: Discovering Style in Two Centuries of Architecture (2015) (45)
- Context as Supervisory Signal: Discovering Objects with Predictable Context (2014) (44)
- Image‐based Shaving (2008) (40)
- What makes Paris look like Paris? (2015) (38)
- Mirror mirror (2014) (31)
- Learning to Factorize and Relight a City (2020) (29)
- Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency (2020) (29)
- Unifying Color and Texture Transfer for Predictive Appearance Manipulation (2015) (27)
- GAN-Supervised Dense Visual Alignment (2021) (26)
- Detection of Multiple Deformable Objects using PCA-SIFT (2007) (25)
- Unsupervised Domain Adaptation (2019) (25)
- MarioNette: Self-Supervised Sprite Learning (2021) (24)
- Data-Driven Objectness (2015) (23)
- Connecting Missing Links: Object Discovery from Sparse Observations Using 5 Million Product Images (2012) (22)
- Test-Time Training with Masked Autoencoders (2022) (21)
- SVBRDF-Invariant Shape and Reflectance Estimation from a Light-Field Camera (2016) (20)
- Feature Matching (2017) (20)
- Learning Beyond Human Expertise with Generative Models for Dental Restorations (2018) (20)
- Visual Prompting via Image Inpainting (2022) (19)
- Generating Long Videos of Dynamic Scenes (2022) (18)
- Can similar scenes help surface layout estimation? (2008) (18)
- A Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography (2017) (18)
- Opportunistic Use of Vision to Push Back the Path-Planning Horizon (2006) (18)
- Exemplar-based Representations for Object Detection, Association and Beyond (2011) (16)
- Exemplar-SVMs for Visual Ob ject Detection, Label Transfer and Image Retrieval (2012) (15)
- Object Instance Sharing by Enhanced Bounding Box Correspondence (2012) (14)
- Guest Editorial: Big Data (2016) (14)
- Video Autoencoder: self-supervised disentanglement of static 3D structure and motion (2021) (14)
- Discovering Objects and their Localization in Images (2005) (14)
- BlobGAN: Spatially Disentangled Scene Representations (2022) (13)
- On Visual Realism of Synthesized Imagery (2013) (13)
- Learning to Learn with Generative Models of Neural Network Checkpoints (2022) (12)
- Image composition for object pop-out (2009) (11)
- Learning Pixel Trajectories with Multiscale Contrastive Random Walks (2022) (10)
- Understanding Collapse in Non-contrastive Siamese Representation Learning (2022) (10)
- Understanding and Recreating Visual Appearance Under Natural Illumination (2011) (9)
- Statistics of 3D Object Locations in Images (2008) (9)
- Synthesizing Environment Maps from a Single Image (2010) (9)
- Scene completion using millions of photographs (2007) (8)
- Strumming to the Beat: Audio-Conditioned Contrastive Video Textures (2021) (8)
- Sensor-based distributed control scheme for mobile robots (1995) (7)
- Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild (2020) (6)
- Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency (2022) (6)
- Large scale scene matching for graphics and vision (2009) (6)
- Camera Parameters Estimation from Hand-labelled Sun Sositions in Image Sequences (2008) (6)
- Seeing the world behind the image: spatial layout for three-dimensional scene understanding (2007) (5)
- Chapter 9 – High Dynamic Range Images (2010) (5)
- Wearable ImageNet: Synthesizing Tileable Textures via Dataset Distillation (2022) (5)
- Context and Subcategories for Sliding Window Object Recognition (2013) (5)
- Monte Carlo Simulation of Polymer High-Temperature Degradation and Fracture (1995) (4)
- A Web-Deployed Computer Vision Pipeline for Automated Determination of Cardiac Structure and Function and Detection of Disease by Two-Dimensional Echocardiography (2017) (4)
- Meta-Learning to Guide Segmentation (2018) (3)
- Portraiture in the age of big data (2014) (3)
- Unsupervised Patch-based Context from Millions of Images (2011) (3)
- Hallucinating Pose-Compatible Scenes (2021) (3)
- Where in the world? Human and computer geolocation of images (2010) (3)
- BUILDUP: interactive creation of urban scenes from large photo collections (2017) (2)
- Understanding Collapse in Non-Contrastive Learning (2022) (2)
- Urban-Scale Quantitative Visual Analysis (2014) (2)
- Studying Bias in GANs through the Lens of Race (2022) (2)
- Learning Co-segmentation by Segment Swapping for Retrieval and Discovery (2021) (2)
- Automatic Generation of An Infinite Panorama (2007) (2)
- Sensing under Uncertainty for Mobile Robots (1999) (2)
- Data-driven approaches for texture and motion (2003) (1)
- Bio-Based Control for Intelligent Autonomous Systems (1994) (1)
- People Watching: Human Actions as a Cue for Single View Geometry (2014) (1)
- Overview of the 2007 Semantic Robot Vision Challenge Competition (2010) (1)
- Evolutionary teleomorphology (1996) (1)
- Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions (2023) (1)
- Human-level but not human-like: Deep Reinforcement Learning in the dark (2019) (0)
- Generalizing Dataset Distillation via Deep Generative Prior (2023) (0)
- Supplemental : Multiview Consistency as Supervisory Signal for Learning Shape and Pose Prediction (2018) (0)
- Putting People in Their Place: Affordance-Aware Human Insertion into Scenes (2023) (0)
- WHAT SHOULD NOT BE CONTRASTIVE (2020) (0)
- Measuring and increasing the capacity of Natural HOG Statistics (2017) (0)
- Data-driven visual computing (2014) (0)
- Detecting Photoshopped Faces by Scripting Photoshop Supplemental Material (2019) (0)
- Session details: Image manipulation (2006) (0)
- Data Augmentation by Image-to-Image Translation for Image Retrieval (2020) (0)
- Chapter 3 Large-Scale Image Geolocalization (2014) (0)
- SELF-SUPERVISED POLICY ADAPTATION (2021) (0)
- Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis (2022) (0)
- Dataset Distillation by Matching Training Trajectories (2022) (0)
- Discovering Mid-level Visual Connections in Space and Time (2016) (0)
- Spatially-Consistent Feature Matching and Learning for Heritage Image Analysis (2022) (0)
- papers 0248 Quiltin g for TextureSynthesis and Transfer (0)
- Internet Curiosity: Directed Unsupervised Learning on Uncurated Internet Data (2022) (0)
- Morphology-Agnostic Visual Robotic Control (2019) (0)
- Image Steganography Method to Improve the Stego Image Quality and Security using Reversible Texture Synthesis (2017) (0)
- Colorful Image Colorizations Supplementary Material (2016) (0)
- New Results - Category-level object and scene recognition (2014) (0)
- Building Context-Aware Object Detectors : Tying Objects and Context in a loop (2009) (0)
- Long Time Relaxation in Coulomb Glass System. (2003) (0)
- UMAN P RIORS FOR P LAYING V IDEO G AMES (2018) (0)
- Internet Explorer: Targeted Representation Learning on the Open Web (2023) (0)
- Class-conditioned Outline-to-Image Translation Interactive Sketch & Fill (2019) (0)
- Obituary of Dmitri Z. Garbuzov (2006) (0)
- Estimating the Natural Illumination Conditions from a Single Outdoor Image (2011) (0)
This paper list is powered by the following services:
What Schools Are Affiliated With Alexei Efros Alexei Efros?
Alexei Efros Alexei Efros is affiliated with the following schools:
