We are pleased to invite you to submit your original research contributions to the 1st workshop on Computer Vision with Small Data (CV4Smalls): A Focus on Infants and Endangered Animals, to be held in conjunction with the 2024 Winter Conference on Applications of Computer Vision (WACV). The workshop will take place in person between January 3-7, 2024, in Waikoloa, Hawaii, USA.
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:
The covered methodological topics with the focus on visual perception in the context of infant or animal include but not limited to:
– Learning with Weak or No Supervision
– Transfer Learning, Domain adaptation
– Zero-Shot and Few-Shot 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 covered include but are not limited to:
– 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
Submission Guidelines:
We invite researchers and practitioners to submit original research papers, not exceeding 8 pages, adhering to the WACV template and guidelines. Workshop papers will be included in IEEE Xplore, but will be indexed separately from the main conference (https://wacv2024.thecvf.com/workshops/)
Submission link:
You can submit your paper Here
Important Dates:
– Paper Submission Deadline: 22nd October, 2023 31st October, 2023 November 3rd, 2023
– Notification of Acceptance: 9th November, 2023 , 13th November, 2023
– Camera-Ready Deadline: 19th November, 2023
– Workshop Date: 7th January, 2024