Zobrazeno 1 - 10
of 33 834
pro vyhledávání: '"SARWAR, A."'
Autor:
Li, Juanhui, Nag, Sreyashi, Liu, Hui, Tang, Xianfeng, Sarwar, Sheikh, Cui, Limeng, Gu, Hansu, Wang, Suhang, He, Qi, Tang, Jiliang
In real-world NLP applications, Large Language Models (LLMs) offer promising solutions due to their extensive training on vast datasets. However, the large size and high computation demands of LLMs limit their practicality in many applications, espec
Externí odkaz:
http://arxiv.org/abs/2411.08028
Autor:
Parmar, Vivek, Bane, Dwijay, Sarwar, Syed Shakib, Stangherlin, Kleber, De Salvo, Barbara, Suri, Manan
With the emergence of the Metaverse and focus on wearable devices in the recent years gesture based human-computer interaction has gained significance. To enable gesture recognition for VR/AR headsets and glasses several datasets focusing on egocentr
Externí odkaz:
http://arxiv.org/abs/2410.19486
Autor:
Augustin, Maximilian, Sarwar, Syed Shakib, Elhoushi, Mostafa, Zhang, Sai Qian, Li, Yuecheng, De Salvo, Barbara
Following their success in natural language processing (NLP), there has been a shift towards transformer models in computer vision. While transformers perform well and offer promising multi-tasking performance, due to their high compute requirements,
Externí odkaz:
http://arxiv.org/abs/2410.17661
Autor:
Sarwar, Zain, Tran, Van, Bhagoji, Arjun Nitin, Feamster, Nick, Zhao, Ben Y., Chakraborty, Supriyo
Machine learning (ML) models often require large amounts of data to perform well. When the available data is limited, model trainers may need to acquire more data from external sources. Often, useful data is held by private entities who are hesitant
Externí odkaz:
http://arxiv.org/abs/2410.08432
Autor:
Zhao, Yiwei, Li, Ziyun, Khwa, Win-San, Sun, Xiaoyu, Zhang, Sai Qian, Sarwar, Syed Shakib, Stangherlin, Kleber Hugo, Lu, Yi-Lun, Gomez, Jorge Tomas, Seo, Jae-Sun, Gibbons, Phillip B., De Salvo, Barbara, Liu, Chiao
Low-Latency and Low-Power Edge AI is essential for Virtual Reality and Augmented Reality applications. Recent advances show that hybrid models, combining convolution layers (CNN) and transformers (ViT), often achieve superior accuracy/performance tra
Externí odkaz:
http://arxiv.org/abs/2410.08326
Autor:
Abdulla, Hemin Sardar, Ameen, Azad A., Saeed, Sarwar Ibrahim, Mohammed, Ismail Asaad, Rashid, Tarik A.
The rapid advancement of intelligent technology has led to the development of optimization algorithms that leverage natural behaviors to address complex issues. Among these, the Rat Swarm Optimizer (RSO), inspired by rats' social and behavioral chara
Externí odkaz:
http://arxiv.org/abs/2410.03684
Autor:
Islam, Md. Johirul, Rumman, Umme, Ferdousi, Arifa, Pervez, Md. Sarwar, Ara, Iffat, Ahmad, Shamim, Haque, Fahmida, Hamid, Sawal, Ali, Md., Zaman, Kh Shahriya, Reaz, Mamun Bin Ibne, Chowdhury, Mustafa Habib, Islam, Md. Rezaul
Objective: Variation of forearm orientation is one of the crucial factors that drastically degrades the forearm orientation invariant hand gesture recognition performance or the degree of freedom and limits the successful commercialization of myoelec
Externí odkaz:
http://arxiv.org/abs/2410.00029
Autor:
Joshi, Ashutosh, Sarwar, Sheikh Muhammad, Varshney, Samarth, Nag, Sreyashi, Agrawal, Shrivats, Naik, Juhi
Complex dialog systems often use retrieved evidence to facilitate factual responses. Such RAG (Retrieval Augmented Generation) systems retrieve from massive heterogeneous data stores that are usually architected as multiple indexes or APIs instead of
Externí odkaz:
http://arxiv.org/abs/2407.18553
Autor:
Dey, Jyotirmoy, Pandian, Jagadheep D., Lal, Dharam V., Rugel, Michael R., Brunthaler, Andreas, Menten, Karl M., Wyrowski, Friedrich, Roy, Nirupam, Dzib, Sergio A., Medina, Sac-Nicté X., Khan, Sarwar, Dokara, Rohit
H II regions are the signposts of massive ($M\geq\,8\,M_\odot$) star-forming sites in our Galaxy. It has been observed that the ionizing photon rate inferred from the radio continuum emission of H II regions is significantly lower ($\sim$ 90%) than t
Externí odkaz:
http://arxiv.org/abs/2407.04123
Let $A$ be a Rees-like algebra of dimension $d$ and $N$ a commutative partially cancellative torsion-free seminormal monoid. We prove the following results. \begin{enumerate} \item Let $P$ be a finitely generated projective $A$-module of $\rank\geq d
Externí odkaz:
http://arxiv.org/abs/2405.17096