Zobrazeno 1 - 10
of 1 317 788
pro vyhledávání: '"Ho, An"'
Time series data from various domains is continuously growing, and extracting and analyzing temporal patterns within these series can provide valuable insights. Temporal pattern mining (TPM) extends traditional pattern mining by incorporating event t
Externí odkaz:
http://arxiv.org/abs/2409.05042
With the growing prominence of the Mixture of Experts (MoE) architecture in developing large-scale foundation models, we investigate the Hierarchical Mixture of Experts (HMoE), a specialized variant of MoE that excels in handling complex inputs and i
Externí odkaz:
http://arxiv.org/abs/2410.02935
Autor:
Hsu, Alan, Ho, Matthew, Lin, Joyce, Markey, Carleen, Ntampaka, Michelle, Trac, Hy, Póczos, Barnabás
We present a novel approach to reconstruct gas and dark matter projected density maps of galaxy clusters using score-based generative modeling. Our diffusion model takes in mock SZ and X-ray images as conditional observations, and generates realizati
Externí odkaz:
http://arxiv.org/abs/2410.02857
Autor:
Nguyen, Duy M. H., Diep, Nghiem T., Nguyen, Trung Q., Le, Hoang-Bao, Nguyen, Tai, Nguyen, Tien, Nguyen, TrungTin, Ho, Nhat, Xie, Pengtao, Wattenhofer, Roger, Zhou, James, Sonntag, Daniel, Niepert, Mathias
State-of-the-art medical multi-modal large language models (med-MLLM), like LLaVA-Med or BioMedGPT, leverage instruction-following data in pre-training. However, those models primarily focus on scaling the model size and data volume to boost performa
Externí odkaz:
http://arxiv.org/abs/2410.02615
Autor:
Du, Guodong, Lee, Junlin, Li, Jing, Jiang, Runhua, Guo, Yifei, Yu, Shuyang, Liu, Hanting, Goh, Sim Kuan, Tang, Ho-Kin, He, Daojing, Zhang, Min
While fine-tuning pretrained models has become common practice, these models often underperform outside their specific domains. Recently developed model merging techniques enable the direct integration of multiple models, each fine-tuned for distinct
Externí odkaz:
http://arxiv.org/abs/2410.02396
Capacitive touch sensors capture the two-dimensional spatial profile (referred to as a touch heatmap) of a finger's contact with a mobile touchscreen. However, the research and design of touchscreen mobile keyboards -- one of the most speed and accur
Externí odkaz:
http://arxiv.org/abs/2410.02264
Prompt-based techniques, such as prompt-tuning and prefix-tuning, have gained prominence for their efficiency in fine-tuning large pre-trained models. Despite their widespread adoption, the theoretical foundations of these methods remain limited. For
Externí odkaz:
http://arxiv.org/abs/2410.02200
Autor:
Walker, Malik H., Allen, Robert C., Li, Gang, Ho, George C., Mason, Glenn M., Rodriguez-Pacheco, Javier, Wimmer-Schweingruber, Robert F., Kouloumvakos, Athanasios
On 2022 March 10, a coronal mass ejection (CME) erupted from the Sun, resulting in Solar Orbiter observations at 0.45 au of both dispersive solar energetic particles arriving prior to the interplanetary CME (ICME) and locally accelerated particles ne
Externí odkaz:
http://arxiv.org/abs/2410.01885
Autor:
Lin, Leah Ya-Ling, Hashimoto, Tetsuya, Goto, Tomotsugu, Raquel, Bjorn Jasper, Ho, Simon C. -C., Chen, Bo-Han, Kim, Seong Jin, Ling, Chih-Teng
Fast radio bursts (FRBs) are millisecond-duration radio waves from the Universe. Even though more than 50 physical models have been proposed, the origin and physical mechanism of FRB emissions are still unknown. The classification of FRBs is one of t
Externí odkaz:
http://arxiv.org/abs/2410.00576
Autor:
Ho, Hsi-Ming, Madnani, Khushraj
Publikováno v:
EPTCS 408, 2024, pp. 73-89
Pnueli first noticed that certain simple 'counting' properties appear to be inexpressible in popular timed temporal logics such as Metric Interval Temporal Logic (MITL). This interesting observation has since been studied extensively, culminating in
Externí odkaz:
http://arxiv.org/abs/2410.00539