3 papers
cs.CV2024
LVP-CLIP:Revisiting CLIP for Continual Learning with Label Vector Pool
Yue Ma, Huantao Ren, Boyu Wang +3
Continual learning aims to update a model so that it can sequentially learn new tasks without forgetting previously acquired knowledge. Recent continual learning approaches often l…
cs.CV2024
GaitPoint+: A Gait Recognition Network Incorporating Point Cloud Analysis and Recycling
Huantao Ren, Jiajing Chen, Senem Velipasalar
Gait is a behavioral biometric modality that can be used to recognize individuals by the way they walk from a far distance. Most existing gait recognition approaches rely on either…
cs.CV2024
Only My Model On My Data: A Privacy Preserving Approach Protecting one Model and Deceiving Unauthorized Black-Box Models
Weiheng Chai, Brian Testa, Huantao Ren +2
Deep neural networks are extensively applied to real-world tasks, such as face recognition and medical image classification, where privacy and data protection are critical. Image d…