Kaleem Siddiqi
8 papers · 2018–2024 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🏆 Keyword Champion (2)
🚀
Conference Pioneer
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Analysis
(4)
Learning Types · Deep Learning
(4)
Architectures
(3)
Processing
(3)
Machine Learning
(2)
Core AI · Computer Vision
(2)
Core Methods
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core AI · Artificial Intelligence
(1)
Learning Types · Machine Learning
(1)
Mathematics
(1)
Keywords
image classification
(2)
medial axi
(2)
convolutional neural network
(2)
scene categorization
(2)
semantic segmentation
(1)
shape analysis
(1)
representation learning
(1)
edge detection
(1)
reinforcement learning
(1)
dynamics modeling
(1)
visual attention
(1)
affinity graph
(1)
object classification
(1)
vector field
(1)
inductive bia
(1)
point cloud analysis
(1)
model-free reinforcement learning
(1)
equivariant representation
(1)
symmetry transformation
(1)
model-based planning
(1)
Papers
Efficient Dynamics Modeling in Interactive Environments with Koopman Theory
ICLR 2024
EqR: Equivariant Representations for Data-Efficient Reinforcement Learning
ICML 2022
Medial Spectral Coordinates for 3D Shape Analysis
CVPR 2022
Affinity Graph Supervision for Visual Recognition
CVPR 2020
Appearance Shock Grammar for Fast Medial Axis Extraction From Real Images
CVPR 2020
DeepFlux for Skeletons in the Wild
CVPR 2019
Scene Categorization From Contours: Medial Axis Based Salience Measures
CVPR 2019
Local Spectral Graph Convolution for Point Set Feature Learning
ECCV 2018