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pro vyhledávání: '"Nguyen, Thuan"'
Autor:
Dong, Zijian, Li, Ruilin, Wu, Yilei, Nguyen, Thuan Tinh, Chong, Joanna Su Xian, Ji, Fang, Tong, Nathanael Ren Jie, Chen, Christopher Li Hsian, Zhou, Juan Helen
We introduce Brain-JEPA, a brain dynamics foundation model with the Joint-Embedding Predictive Architecture (JEPA). This pioneering model achieves state-of-the-art performance in demographic prediction, disease diagnosis/prognosis, and trait predicti
Externí odkaz:
http://arxiv.org/abs/2409.19407
In this paper, we aim to enhance the performance of SwiftBrush, a prominent one-step text-to-image diffusion model, to be competitive with its multi-step Stable Diffusion counterpart. Initially, we explore the quality-diversity trade-off between Swif
Externí odkaz:
http://arxiv.org/abs/2408.14176
Autor:
Do, Phong Nguyen-Thuan, Tran, Son Quoc, Hoang, Phu Gia, Van Nguyen, Kiet, Nguyen, Ngan Luu-Thuy
The success of Natural Language Understanding (NLU) benchmarks in various languages, such as GLUE for English, CLUE for Chinese, KLUE for Korean, and IndoNLU for Indonesian, has facilitated the evaluation of new NLU models across a wide range of task
Externí odkaz:
http://arxiv.org/abs/2403.15882
Autor:
Nguyen, Thuan Hoang, Tran, Anh
Despite their ability to generate high-resolution and diverse images from text prompts, text-to-image diffusion models often suffer from slow iterative sampling processes. Model distillation is one of the most effective directions to accelerate these
Externí odkaz:
http://arxiv.org/abs/2312.05239
For a widely-studied data model and general loss and sample-hardening functions we prove that the losses of Supervised Contrastive Learning (SCL), Hard-SCL (HSCL), and Unsupervised Contrastive Learning (UCL) are minimized by representations that exhi
Externí odkaz:
http://arxiv.org/abs/2311.05139
The development of large high-quality datasets and high-performing models have led to significant advancements in the domain of Extractive Question Answering (EQA). This progress has sparked considerable interest in exploring unanswerable questions w
Externí odkaz:
http://arxiv.org/abs/2309.05103
Eutrophication in aquaculture ponds is one of the major issues related to both the environment and the health of consumers. This study has selected and conducted a water-quality survey of nine freshwater aquaculture ponds in Ho Chi Minh City. The emp
Externí odkaz:
https://tud.qucosa.de/id/qucosa%3A33341
https://tud.qucosa.de/api/qucosa%3A33341/attachment/ATT-0/
https://tud.qucosa.de/api/qucosa%3A33341/attachment/ATT-0/
Autor:
Bui Thi Thanh Tam, MSc, Le Ba Hong Phong, MD, Huynh Nguyen Thuan, MD, Do Vo Cong Nguyen, MD, Vo Thanh Toan, PhD, Le Dinh Thanh, PhD
Publikováno v:
Radiology Case Reports, Vol 19, Iss 11, Pp 5342-5345 (2024)
We report a case of small bowel obstruction (SBO) caused by internal hernia from Meckel's diverticulum (MD). Abdominal CT scan showed an abnormal dilated blind-ending structure in continuity with the distal ileum in the right lower quadrant, suggesti
Externí odkaz:
https://doaj.org/article/2862fdb736374e1f9d559b7a807f1b21
Domain generalization aims to learn a model with good generalization ability, that is, the learned model should not only perform well on several seen domains but also on unseen domains with different data distributions. State-of-the-art domain genera
Externí odkaz:
http://arxiv.org/abs/2304.00629
Text-to-image diffusion models are nothing but a revolution, allowing anyone, even without design skills, to create realistic images from simple text inputs. With powerful personalization tools like DreamBooth, they can generate images of a specific
Externí odkaz:
http://arxiv.org/abs/2303.15433