Dave Epstein
8 papers · 2020–2024 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (18) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Processing
(3)
Analysis
(2)
Core AI
(2)
Models
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Natural Language Processing
(1)
Applications
(1)
Cognitive Science
(1)
Keywords
self-supervised learning
(3)
multimodal learning
(2)
action recognition
(2)
video understanding
(2)
video classification
(1)
machine translation
(1)
multilingual nlp
(1)
image reconstruction
(1)
trajectory modeling
(1)
visual grounding
(1)
cross-lingual alignment
(1)
diffusion model
(1)
text-to-image model
(1)
cycle consistency
(1)
classifier-free guidance
(1)
image-text alignment
(1)
unsupervised translation
(1)
cross-lingual retrieval
(1)
goal prediction
(1)
human action
(1)
Papers
Disentangled 3D Scene Generation with Layout Learning
ICML 2024
Diffusion Self-Guidance for Controllable Image Generation
NeurIPS 2023
BlobGAN: Spatially Disentangled Scene Representations
ECCV 2022
Globetrotter: Connecting Languages by Connecting Images
CVPR 2022
Learning Goals From Failure
CVPR 2021
Learning Temporal Dynamics From Cycles in Narrated Video
ICCV 2021
Learning to Learn Words from Visual Scenes
ECCV 2020
Oops! Predicting Unintentional Action in Video
CVPR 2020