Alexei A Efros
19 papers · 2013–2025 · 5 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (35)
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Triple Crown
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(98)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Venues
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Research topics
Artificial Intelligence
(11)
Deep Learning
(10)
Machine Learning
(10)
Core AI Β· Artificial Intelligence
(9)
Models
(8)
Learning Types
(7)
Computer Vision
(6)
Core Methods
(5)
Application Areas
(3)
Core AI Β· Computer Vision
(3)
Learning Paradigms
(3)
Analysis
(2)
Architectures
(2)
Generation
(2)
Interdisciplinary
(1)
Keywords
self-supervised learning
(3)
generative model
(3)
distribution shift
(2)
image translation
(2)
image-to-image translation
(2)
latent space
(2)
reinforcement learning
(2)
diffusion model
(2)
representation learning
(2)
text-to-image model
(2)
image generation
(1)
scene classification
(1)
image retrieval
(1)
optimal transport
(1)
scene understanding
(1)
sample efficiency
(1)
contrastive learning
(1)
transfer learning
(1)
robotic manipulation
(1)
multimodal learning
(1)
Papers
Interpreting the Second-Order Effects of Neurons in CLIP
ICLR 2025
IT$^3$: Idempotent Test-Time Training
ICML 2025
Prioritized Generative Replay
ICLR 2025
The Sound of Simulation: Learning Multimodal Sim-to-Real Robot Policies with Generative Audio
CoRL 2025
Data Attribution for Text-to-Image Models by Unlearning Synthesized Images
NeurIPS 2024
Disentangled 3D Scene Generation with Layout Learning
ICML 2024
Evaluating Multiview Object Consistency in Humans and Image Models
NeurIPS 2024
Idempotent Generative Network
ICLR 2024
Interpreting CLIP's Image Representation via Text-Based Decomposition
ICLR 2024
Interpreting the Weight Space of Customized Diffusion Models
NeurIPS 2024
Rethinking Score Distillation as a Bridge Between Image Distributions
NeurIPS 2024
Internet Explorer: Targeted Representation Learning on the Open Web
ICML 2023
Learning Cross-Domain Correspondence for Control with Dynamics Cycle-Consistency
ICLR 2021
Self-Supervised Policy Adaptation during Deployment
ICLR 2021
What Should Not Be Contrastive in Contrastive Learning
ICLR 2021
Unselfie: Translating Selfies to Neutral-pose Portraits in the Wild
ECCV 2020
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity
NeurIPS 2019
Toward Multimodal Image-to-Image Translation
NeurIPS 2017
Mid-level Visual Element Discovery as Discriminative Mode Seeking
NeurIPS 2013