David Eigen
8 papers · 2013–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
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Keyword Pioneer
π
Keyword Trendsetter Combo
(3)
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Trend Setter
ποΈ
Keyword Collector
(50)
π
Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(4)
Artificial Intelligence
(3)
Analysis
(3)
Architectures
(3)
Core Methods
(2)
Learning Paradigms Β· Artificial Intelligence
(2)
Learning Types Β· Machine Learning
(2)
Processing
(2)
Application Areas
(1)
Core AI
(1)
Generation
(1)
Learning Paradigms Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
convolutional neural network
(3)
depth prediction
(2)
few-shot learning
(2)
scene understanding
(2)
metric learning
(2)
depth estimation
(1)
object detection
(1)
feature learning
(1)
structured prediction
(1)
multi-task learning
(1)
image restoration
(1)
unsupervised feature learning
(1)
surface normal estimation
(1)
3d vision
(1)
monocular depth estimation
(1)
transfer learning
(1)
video understanding
(1)
task generalization
(1)
semantic labeling
(1)
vision transformer
(1)
Papers
Attend Before Attention: Efficient and Scalable Video Understanding via Autoregressive Gazing
CVPR 2026
A Meta-Learning Approach for Custom Model Training
AAAI 2019
Finding Task-Relevant Features for Few-Shot Learning by Category Traversal
CVPR 2019
End-to-End Integration of a Convolution Network, Deformable Parts Model and Non-Maximum Suppression
CVPR 2015
Predicting Depth, Surface Normals and Semantic Labels With a Common Multi-Scale Convolutional Architecture
ICCV 2015
Unsupervised Learning of Spatiotemporally Coherent Metrics
ICCV 2015
Depth Map Prediction from a Single Image using a Multi-Scale Deep Network
NeurIPS 2014
Restoring an Image Taken through a Window Covered with Dirt or Rain
ICCV 2013