Edward Smith
6 papers · 2018–2023 · 2 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Computer Vision
(3)
Machine Learning
(3)
Analysis
(3)
Computer Science
(2)
Deep Learning
(2)
Applications
(2)
Core Methods
(2)
Generation
(2)
Reinforcement Learning
(1)
Robotics
(1)
Architectures
(1)
Capabilities
(1)
Domain-Specific
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Keywords
3d reconstruction
(3)
3d object reconstruction
(2)
mesh reconstruction
(2)
visual perception
(1)
gradient-based optimization
(1)
embedding learning
(1)
multimodal learning
(1)
depth estimation
(1)
value function
(1)
continuous control
(1)
geometric structure
(1)
differentiable rendering
(1)
multimodal fusion
(1)
graph convolution
(1)
3d shape reconstruction
(1)
tactile sensing
(1)
shape generation
(1)
voxel representation
(1)
shape model
(1)
2d supervision
(1)
Papers
For SALE: State-Action Representation Learning for Deep Reinforcement Learning
NeurIPS 2023
Active 3D Shape Reconstruction from Vision and Touch
NeurIPS 2021
3D Shape Reconstruction from Vision and Touch
NeurIPS 2020
GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects
ICML 2019
Learning to Predict 3D Objects with an Interpolation-based Differentiable Renderer
NeurIPS 2019
Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation
NeurIPS 2018