← Authors

Alexei A. Efros

61 papers · 2013–2025 · 8 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (12) 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (8) πŸ—ΊοΈ Taxonomy Completionist (73) πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (7) 🌟 Keyword Trendsetter Combo (5) 🏠 Conference Loyalist (26) 🀝 Dynamic Duo (10) πŸ”¬ Deep Specialist (12) 🧬 Topic Evolution πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (230) πŸš€ Conference Pioneer πŸ”₯ Unstoppable (13) πŸ’Ž Century Club (61) ⚑ Prolific Year (6)

Conferences

CVPR (26) ECCV (13) ICCV (13) NIPS (4) ICLR (2) ICML (1) JMLR (1) WACV (1)

Top co-authors

Richard Zhang (10) Jitendra Malik (8) Jun-Yan Zhu (8) Andrew Owens (7) Trevor Darrell (7) Mathieu Aubry (6) Eli Shechtman (6) Aleksander Holynski (6) Tinghui Zhou (6) Shubham Tulsiani (5)

Research topics

Computer Vision (1)

Keywords

self-supervised learning (8) convolutional neural network (6) diffusion model (5) representation learning (5) 3d reconstruction (5) image generation (4) image synthesis (4) feature learning (4) generative model (4) transfer learning (3) image translation (3) pose estimation (3) generative adversarial network (3) contrastive learning (2) optical flow (2) dense correspondence (2) reflectance estimation (2) video understanding (2) scene understanding (2) video generation (2)

Papers

Continuous 3D Perception Model with Persistent State CVPR 2025
GPS as a Control Signal for Image Generation CVPR 2025
Test-Time Training on Video Streams JMLR 2025
Sequential Modeling Enables Scalable Learning for Large Vision Models CVPR 2024
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images NIPS 2024
Diffusion Models as Data Mining Tools ECCV 2024
Rethinking Score Distillation as a Bridge Between Image Distributions NIPS 2024
Evaluating Multiview Object Consistency in Humans and Image Models NIPS 2024
Interpreting the Weight Space of Customized Diffusion Models NIPS 2024
COLMAP-Free 3D Gaussian Splatting CVPR 2024
Generalizing Dataset Distillation via Deep Generative Prior CVPR 2023
Rosetta Neurons: Mining the Common Units in a Model Zoo ICCV 2023
Evaluating Data Attribution for Text-to-Image Models ICCV 2023
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions ICCV 2023
InstructPix2Pix: Learning To Follow Image Editing Instructions CVPR 2023
Putting People in Their Place: Affordance-Aware Human Insertion Into Scenes CVPR 2023
Strumming to the Beat: Audio-Conditioned Contrastive Video Textures WACV 2022
Dataset Distillation by Matching Training Trajectories CVPR 2022
Learning Pixel Trajectories With Multiscale Contrastive Random Walks CVPR 2022
GAN-Supervised Dense Visual Alignment CVPR 2022
Share with Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency ECCV 2022
Studying Bias in GANs through the Lens of Race ECCV 2022
Scraping Textures from Natural Images for Synthesis and Editing ECCV 2022
BlobGAN: Spatially Disentangled Scene Representations ECCV 2022
Hallucinating Pose-Compatible Scenes ECCV 2022
Understanding Collapse in Non-Contrastive Siamese Representation Learning ECCV 2022
Video Autoencoder: Self-Supervised Disentanglement of Static 3D Structure and Motion ICCV 2021
Few-Shot Image Generation via Cross-Domain Correspondence CVPR 2021
CNN-Generated Images Are Surprisingly Easy to Spot... for Now CVPR 2020
Learning to Factorize and Relight a City ECCV 2020
RANSAC-Flow: Generic Two-stage Image Alignment ECCV 2020
Interactive Sketch & Fill: Multiclass Sketch-to-Image Translation ICCV 2019
Everybody Dance Now ICCV 2019
Large-Scale Study of Curiosity-Driven Learning ICLR 2019
Discovering Visual Patterns in Art Collections With Spatially-Consistent Feature Learning CVPR 2019
Detecting Photoshopped Faces by Scripting Photoshop ICCV 2019
Learning Correspondence From the Cycle-Consistency of Time CVPR 2019
The Unreasonable Effectiveness of Deep Features as a Perceptual Metric CVPR 2018
Factoring Shape, Pose, and Layout From the 2D Image of a 3D Scene CVPR 2018
Audio-Visual Scene Analysis with Self-Supervised Multisensory Features ECCV 2018
Improving Generalization via Scalable Neighborhood Component Analysis ECCV 2018
Fighting Fake News: Image Splice Detection via Learned Self-Consistency ECCV 2018
Learning Category-Specific Mesh Reconstruction from Image Collections ECCV 2018
Zero-Shot Visual Imitation ICLR 2018
From Lifestyle Vlogs to Everyday Interactions CVPR 2018
Multi-View Consistency as Supervisory Signal for Learning Shape and Pose Prediction CVPR 2018
Multi-View Supervision for Single-View Reconstruction via Differentiable Ray Consistency CVPR 2017
Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction CVPR 2017
Unpaired Image-To-Image Translation Using Cycle-Consistent Adversarial Networks ICCV 2017
Learning Shape Abstractions by Assembling Volumetric Primitives CVPR 2017
Image-To-Image Translation With Conditional Adversarial Networks CVPR 2017
Curiosity-driven Exploration by Self-supervised Prediction ICML 2017
Learning Dense Correspondence via 3D-Guided Cycle Consistency CVPR 2016
Context Encoders: Feature Learning by Inpainting CVPR 2016
SVBRDF-Invariant Shape and Reflectance Estimation From Light-Field Cameras CVPR 2016
Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition ICCV 2015
Learning a Discriminative Model for the Perception of Realism in Composite Images ICCV 2015
Unsupervised Visual Representation Learning by Context Prediction ICCV 2015
Occlusion-Aware Depth Estimation Using Light-Field Cameras ICCV 2015
Seeing 3D Chairs: Exemplar Part-based 2D-3D Alignment using a Large Dataset of CAD Models CVPR 2014
Style-Aware Mid-level Representation for Discovering Visual Connections in Space and Time ICCV 2013