13 citations · 13 across the 5 of their papers we have counts for
4 papers · 1 filter
Structural Anchor Pruning: Training-Free Multi-Vector Compression for Visual Document Retrieval
Zhuchenyang Liu, Ziyu Hu, Yao Zhang +1
Recent Vision-Language Models (e.g., ColPali) enable fine-grained Visual Document Retrieval (VDR) but incur prohibitive multi-vector index storage overhead. Existing training-free…
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…
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…
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…