Alexei Efros
13 papers · 2018–2023 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Topic Pioneer
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Topic Evolution
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Keyword Pioneer
ποΈ
Keyword Collector
(61)
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
Venues
Top co-authors
Research topics
Machine Learning
(7)
Computer Vision
(6)
Learning Types Β· Machine Learning
(6)
Deep Learning
(5)
Processing
(5)
Architectures
(4)
Generation
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Core AI
(2)
Core Methods
(2)
Computer Science
(1)
Interdisciplinary
(1)
Keywords
self-supervised learning
(3)
test-time training
(2)
masked autoencoder
(2)
representation learning
(2)
distribution shift
(2)
image generation
(1)
semantic segmentation
(1)
3d reconstruction
(1)
decision making
(1)
domain adaptation
(1)
scene understanding
(1)
video generation
(1)
video prediction
(1)
zero-shot learning
(1)
scene reconstruction
(1)
domain generalization
(1)
image reconstruction
(1)
image translation
(1)
image-to-image translation
(1)
test-time adaptation
(1)
Papers
Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives
NeurIPS 2023
Diffusion Self-Guidance for Controllable Image Generation
NeurIPS 2023
Generating Long Videos of Dynamic Scenes
NeurIPS 2022
Test-Time Training with Masked Autoencoders
NeurIPS 2022
Visual Prompting via Image Inpainting
NeurIPS 2022
MarioNette: Self-Supervised Sprite Learning
NeurIPS 2021
Space-Time Correspondence as a Contrastive Random Walk
NeurIPS 2020
Swapping Autoencoder for Deep Image Manipulation
NeurIPS 2020
Test-Time Training with Self-Supervision for Generalization under Distribution Shifts
ICML 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
ECCV 2020
Time-Agnostic Prediction: Predicting Predictable Video Frames
ICLR 2019
CyCADA: Cycle-Consistent Adversarial Domain Adaptation
ICML 2018
Investigating Human Priors for Playing Video Games
ICML 2018