5 papers
PHA-Net: Prototype-based Hierarchical Alignment Network for Text-Video Retrieval
Xiaolun Jing, Kezhao Yin, Xinxing Yang +2
With the emergence of large-scale image-text pre-training models, e.g., CLIP, text-video retrieval has experienced substantial advances in recent years. Existing best-performing me…
StarCodex: Dynamic Coding Harness for Starlink Measurement Analysis and Experiment Automation
Pengcheng Luo, Zhiming Shao, Bowen Zhang +2
Starlink and other low Earth orbit (LEO) satellite broadband systems are producing increasingly diverse measurement data across regions, time periods, and access conditions. These…
ALADIN-: A Distributed Optimization Algorithm for Solving MPCC Problems
Yifei Wang, Shuting Wu, Genke Yang +3
Mathematical Programs with Complementarity Constraints (MPCC) are critical in various real-world applications but notoriously challenging due to non-smoothness and degeneracy from…
TC-MGC: Text-Conditioned Multi-Grained Contrastive Learning for Text-Video Retrieval
Xiaolun Jing, Genke Yang, Jian Chu
Motivated by the success of coarse-grained or fine-grained contrast in text-video retrieval, there emerge multi-grained contrastive learning methods which focus on the integration…
ALNSynergy: a graph convolutional network with multi-representation alignment for drug synergy prediction
Xinxing Yang, Jiachen Li, Xiao Kang +4
Drug combination refers to the use of two or more drugs to treat a specific disease at the same time. It is currently the mainstream way to treat complex diseases. Compared with si…