Zobrazeno 1 - 10
of 8 013
pro vyhledávání: '"YUAN, BO"'
Pre-trained Vision-Language (VL) models such as CLIP have demonstrated their excellent performance across numerous downstream tasks. A recent method, Context Optimization (CoOp), further improves the performance of VL models on downstream tasks by in
Externí odkaz:
http://arxiv.org/abs/2412.15277
Deep learning methods have become a widespread toolbox for pricing and calibration of financial models. While they often provide new directions and research results, their `black box' nature also results in a lack of interpretability. We provide a de
Externí odkaz:
http://arxiv.org/abs/2411.19317
Training large-scale neural networks in vision, and multimodal domains demands substantial memory resources, primarily due to the storage of optimizer states. While LoRA, a popular parameter-efficient method, reduces memory usage, it often suffers fr
Externí odkaz:
http://arxiv.org/abs/2412.00071
Significant advancements have been made in semantic image synthesis in remote sensing. However, existing methods still face formidable challenges in balancing semantic controllability and diversity. In this paper, we present a Hybrid Semantic Embeddi
Externí odkaz:
http://arxiv.org/abs/2411.14781
Large Language Models (LLMs) have made significant strides in the field of artificial intelligence, showcasing their ability to interact with humans and influence human cognition through information dissemination. However, recent studies have brought
Externí odkaz:
http://arxiv.org/abs/2411.14500
Reflection is widely recognized as a cornerstone of student development, fostering critical thinking, self-regulation, and deep conceptual understanding. Traditionally, reflective skills are cultivated through structured feedback, mentorship, and gui
Externí odkaz:
http://arxiv.org/abs/2412.02603
Autor:
Kang, Huiyu, Zhou, Anran, Zhang, Ying, Wu, Xiuqi, Yuan, Bo, Peng, Junsong, Finot, Christophe, Boscolo, Sonia, Zeng, Heping
We reveal a new scenario for the transition of solitons to chaos in a mode-locked fiber laser: the modulated subharmonic route. Its universality is confirmed in two different laser configurations, namely, a figure-of-eight and a ring laser. Numerical
Externí odkaz:
http://arxiv.org/abs/2411.08357
Course evaluation is a critical component in higher education pedagogy. It not only serves to identify limitations in existing course designs and provide a basis for curricular innovation, but also to offer quantitative insights for university admini
Externí odkaz:
http://arxiv.org/abs/2411.02455
Autor:
Yang, Cheng, Sui, Yang, Xiao, Jinqi, Huang, Lingyi, Gong, Yu, Duan, Yuanlin, Jia, Wenqi, Yin, Miao, Cheng, Yu, Yuan, Bo
The emergence of Mixture of Experts (MoE) LLMs has significantly advanced the development of language models. Compared to traditional LLMs, MoE LLMs outperform traditional LLMs by achieving higher performance with considerably fewer activated paramet
Externí odkaz:
http://arxiv.org/abs/2411.01016
Current methods for disaster scene interpretation in remote sensing images (RSIs) mostly focus on isolated tasks such as segmentation, detection, or visual question-answering (VQA). However, current interpretation methods often fail at tasks that req
Externí odkaz:
http://arxiv.org/abs/2410.13384