Manifold Learning from Euclid to Riemann Workshop Call for Papers
Call for papers Manifold Learning from Euclid to Riemann Workshop
In Conjunction with the 25th International Conference On Pattern Recognition
https://sites.google.com/view/manlearn2020/
We are organizing the Manifold Learning from Euclid to Riemann
Workshop In Conjunction with the 25th International Conference On
Pattern Recognition, Milan, Italy 10 - 15 January 2021
We encourage discussions on recent advances, ongoing developments, and
novel applications of manifold learning, optimization, feature
representations and deep learning techniques. We are soliciting
original contributions that address a wide range of theoretical and
practical issues including, but not limited to:
Theoretical Advances related to manifold learning such as
* Dimensionality Reduction (e.g., Locally Linear Embedding, Laplacian
Eigenmaps and etc.)
* Clustering (e.g., discriminative clustering)
* Kernel methods
* Metric Learning
* Time series on non-linear manifolds
* Transfert learning on non-linear manifolds
* Generative Models on non-linear manifolds
* Subspace Methods (e.g., Subspace clustering)
* Advanced Optimization Techniques (constrained and non-convex
optimization techniques on non-linear manifolds)
* Mathematical Models for learning sequences
* Mathematical Models for learning Shapes
* Deep learning and non-linear manifolds
* Low-rank factorization methods
Applications:
* Biometrics
* Image/video recognition
* Action/activity recognition
* Facial expressions recognition
* Learning and scene understanding
* Medical imaging
* Robotics
* Other related topics not listed above
Special Issue: We will also invite selected papers for submission to a
special issue on Learning with Manifolds in computer vision in IMAGE
AND VISION COMPUTING Journal.
https://www.journals.elsevier.com/image-and-vision-computing/call-for-papers/special-issue-on-learning-with-manifolds-in-computer-vision
Important Dates
Workshop submission deadline: October 10th
Workshop author notification: November 10th
Camera-ready submission: November 15th
Finalized workshop program: December 1st