Zobrazeno 1 - 10
of 2 391
pro vyhledávání: '"An, Ruoqi"'
Causal inference is vital for informed decision-making across fields such as biomedical research and social sciences. Randomized controlled trials (RCTs) are considered the gold standard for the internal validity of inferences, whereas observational
Externí odkaz:
http://arxiv.org/abs/2412.03731
Galaxy morphology analysis involves classifying galaxies by their shapes and structures. For this task, directly training domain-specific models on large, annotated astronomical datasets is effective but costly. In contrast, fine-tuning vision founda
Externí odkaz:
http://arxiv.org/abs/2411.19475
A wide variety of reactions are reported to be dramatically accelerated in aqueous microdroplets, making them a promising platform for environmentally clean chemical synthesis. However to fully utilize the microdroplets for accelerating chemical reac
Externí odkaz:
http://arxiv.org/abs/2411.01587
The electrocardiogram (ECG) is an essential non-invasive diagnostic tool for assessing cardiac conditions. Existing automatic interpretation methods suffer from limited generalizability, focusing on a narrow range of cardiac conditions, and typically
Externí odkaz:
http://arxiv.org/abs/2410.19008
In data-driven control design, an important problem is to deal with uncertainty due to limited and noisy data. One way to do this is to use a min-max approach, which aims to minimize some design criteria for the worst-case scenario. However, a strate
Externí odkaz:
http://arxiv.org/abs/2409.16041
Autor:
Jin, Xin, Guo, Chunle, Li, Xiaoming, Yue, Zongsheng, Li, Chongyi, Zhou, Shangchen, Feng, Ruicheng, Dai, Yuekun, Yang, Peiqing, Loy, Chen Change, Li, Ruoqi, Liu, Chang, Wang, Ziyi, Du, Yao, Yang, Jingjing, Bao, Long, Sun, Heng, Kong, Xiangyu, Xing, Xiaoxia, Wu, Jinlong, Xue, Yuanyang, Park, Hyunhee, Song, Sejun, Kim, Changho, Tan, Jingfan, Luo, Wenhan, Liu, Zikun, Qiao, Mingde, Jiang, Junjun, Jiang, Kui, Xiao, Yao, Sun, Chuyang, Hu, Jinhui, Ruan, Weijian, Dong, Yubo, Chen, Kai, Jo, Hyejeong, Qin, Jiahao, Han, Bingjie, Qin, Pinle, Chai, Rui, Wang, Pengyuan
The increasing demand for computational photography and imaging on mobile platforms has led to the widespread development and integration of advanced image sensors with novel algorithms in camera systems. However, the scarcity of high-quality data fo
Externí odkaz:
http://arxiv.org/abs/2406.07006
Powered hip exoskeletons have shown the ability for locomotion assistance during treadmill walking. However, providing suitable assistance in real-world walking scenarios which involve changing terrain remains challenging. Recent research suggests th
Externí odkaz:
http://arxiv.org/abs/2404.11945
Unified anomaly detection (AD) is one of the most challenges for anomaly detection, where one unified model is trained with normal samples from multiple classes with the objective to detect anomalies in these classes. For such a challenging task, pop
Externí odkaz:
http://arxiv.org/abs/2403.13349
Treatment effect estimation (TEE) is the task of determining the impact of various treatments on patient outcomes. Current TEE methods fall short due to reliance on limited labeled data and challenges posed by sparse and high-dimensional observationa
Externí odkaz:
http://arxiv.org/abs/2403.03791
Autor:
Pimentel, Samuel D., Yu, Ruoqi
Matching is an appealing way to design observational studies because it mimics the data structure produced by stratified randomized trials, pairing treated individuals with similar controls. After matching, inference is often conducted using methods
Externí odkaz:
http://arxiv.org/abs/2403.01330