Alexei A. Efros

Back into Plato's Cave: Examining Cross-modal Representational Convergence at Scale

arXiv 2026

Continuous 3D Perception Model with Persistent State

CVPR 2025 1

Rethinking Patch Dependence for Masked Autoencoders

arXiv 2024

Interpreting the Weight Space of Customized Diffusion Models

arXiv 2024

Evaluating Multiview Object Consistency in Humans and Image Models

arXiv 2024

COLMAP-Free 3D Gaussian Splatting

CVPR 2024 1

Sequential Modeling Enables Scalable Learning for Large Vision Models

CVPR 2024 1

Interpreting CLIP's Image Representation via Text-Based Decomposition

arXiv 2023

Evaluating Data Attribution for Text-to-Image Models

ICCV 2023 1

Internet Explorer: Targeted Representation Learning on the Open Web

arXiv 2023

Dataset Distillation by Matching Training Trajectories

CVPR 2022 1

Visual Prompting via Image Inpainting

arXiv 2022

Learning to Learn with Generative Models of Neural Network Checkpoints

arXiv 2022

InstructPix2Pix: Learning to Follow Image Editing Instructions

CVPR 2023 1

Contrastive Learning for Unpaired Image-to-Image Translation

arXiv 2020

Space-Time Correspondence as a Contrastive Random Walk

NeurIPS 2020 12

CNN-generated images are surprisingly easy to spot... for now

cnn-generated-images-are-surprisingly-easy-to-1

Test-Time Training with Self-Supervision for Generalization under Distribution Shifts

arXiv 2019

The Unreasonable Effectiveness of Deep Features as a Perceptual Metric

the-unreasonable-effectiveness-of-deep-1

Everybody Dance Now

everybody-dance-now-1

Dataset Distillation

arXiv 2018

Fighting Fake News: Image Splice Detection via Learned Self-Consistency

fighting-fake-news-image-splice-detection-via-1

Real-Time User-Guided Image Colorization with Learned Deep Priors

arXiv 2017

Colorful Image Colorization

arXiv 2016

Split-Brain Autoencoders: Unsupervised Learning by Cross-Channel Prediction

split-brain-autoencoders-unsupervised-1

Context Encoders: Feature Learning by Inpainting

context-encoders-feature-learning-by-1

Richard Zhang

Jun-Yan Zhu

Phillip Isola

Trevor Darrell

professor

Andrew Owens

Yossi Gandelsman

Aleksander Holynski

Amir Bar

Antonio Torralba

professor

Deepak Pathak