Soroosh Yazdani
6 papers · 2020–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(6)
Machine Learning
(5)
Deep Learning
(4)
Analysis
(4)
Architectures
(3)
Core Methods
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Processing
(1)
Keywords
capsule network
(2)
neural network
(2)
3d reconstruction
(2)
feature embedding
(1)
image reconstruction
(1)
instance segmentation
(1)
efficient inference
(1)
flow matching
(1)
implicit representation
(1)
signal processing
(1)
probabilistic model
(1)
lie group
(1)
neural radiance field
(1)
novel view synthesis
(1)
inference efficiency
(1)
object-centric representation
(1)
3d rendering
(1)
neural field
(1)
3d point cloud
(1)
view synthesis
(1)
Papers
Neural Fields as Distributions: Signal Processing Beyond Euclidean Space
CVPR 2024
NeuralBF: Neural Bilateral Filtering for Top-Down Instance Segmentation on Point Clouds
WACV 2023
Canonical Capsules: Self-Supervised Capsules in Canonical Pose
NeurIPS 2021
DeRF: Decomposed Radiance Fields
CVPR 2021
Unsupervised Part Representation by Flow Capsules
ICML 2021
CvxNet: Learnable Convex Decomposition
CVPR 2020