CV4Smalls Computer Vision with Small Data: A Focus on Infants and Endangered Animals, Call for Papers
[WACV 2024 Workshop]
CV4Smalls Computer Vision with Small Data: A Focus on Infants and Endangered Animals,
in conjunction with
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2024,
Jan 4-8 in Waikoloa, Hawaii
(https://cv4smalls.sites.northeastern.edu/)
Workshop Overview:
The CV4Smalls workshop is dedicated to exploring the challenges and
innovations in applying computer vision techniques to scenarios where
data is limited, with a specific emphasis on infants and endangered
animals. As these domains present unique data constraints, the
workshop aims to foster discussions and solutions that overcome these
challenges and leverage computer vision for data-critical
applications.
Topics of Interest:
-Transfer Learning, Domain adaptation
* Learning with Weak or No Supervision
* Zero-Shot and Few-Shot Learning
* Active and Continual Learning
* Learning with Data Augmentation: Data-Driven Generative Models
* Learning from Synthetic Data: Physics-Based Simulation
* Multi-Task and Meta Learning
* Learning with Enforced Structured Prior Knowledge
Applications of Interest:
* Infant/Animal Image Segmentation, Registration, and Classification
* Infant/Animal 2D or 3D Pose Estimation, and Posture Classification
* Infant/Animal Facial Landmark Detection and Tracking
* Infant/Animal Action Recognition
* Infant/Animal Multi-View Multi-Subject Tracking
* Infant/Animal 3D Body Reconstruction, Image/Motion/Video Generation
Important Dates:
Paper Submission Deadline: 22nd October, 2023
Notification of Acceptance: 9th November, 2023
Camera-Ready Deadline: 19th November, 2023
Workshop Date: 3-7th January, 2024
Paper Submission: https://cmt3.research.microsoft.com/CV4Smalls2024