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cs.CV2025
Efficient Online Continual Learning in Sensor-Based Human Activity Recognition
Yao Zhang, Souza Leite Clayton, Yu Xiao
Machine learning models for sensor-based human activity recognition (HAR) are expected to adapt post-deployment to recognize new activities and different ways of performing existin…
cs.CV2025
SETR: A Two-Stage Semantic-Enhanced Framework for Zero-Shot Composed Image Retrieval
Yuqi Xiao, Yingying Zhu
Zero-shot Composed Image Retrieval (ZS-CIR) aims to retrieve a target image given a reference image and a relative text, without relying on costly triplet annotations. Existing CLI…
cs.CV2025
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization
Hao Li, Yubin Xiao, Ke Liang +4
Single Domain Generalization (SDG) aims to train models that maintain consistent performance across diverse scenarios using data from a single source. While latent diffusion models…