Zobrazeno 1 - 10
of 15 219
pro vyhledávání: '"MANISH, KUMAR"'
Autor:
AlDahoul, Nouar, Tan, Myles Joshua Toledo, Tera, Raghava Reddy, Karim, Hezerul Abdul, Lim, Chee How, Mishra, Manish Kumar, Zaki, Yasir
License plate recognition (LPR) involves automated systems that utilize cameras and computer vision to read vehicle license plates. Such plates collected through LPR can then be compared against databases to identify stolen vehicles, uninsured driver
Externí odkaz:
http://arxiv.org/abs/2412.14197
Autor:
Singh, Manish Kumar, Lai, Chang Quan
Since its introduction more than 60 years ago, the Hashin-Shtrikman upper bound has stood as the theoretical limit for the stiffness of isotropic composites and porous solids, acting as an important reference against which the moduli of heterogeneous
Externí odkaz:
http://arxiv.org/abs/2411.11332
Visual Question Answering (VQA) research seeks to create AI systems to answer natural language questions in images, yet VQA methods often yield overly simplistic and short answers. This paper aims to advance the field by introducing Visual Question E
Externí odkaz:
http://arxiv.org/abs/2411.07516
Autor:
Mohanta, Manish Kumar, Jena, Puru
This work introduces a pair of novel universal MJ spintronic models that precisely mirror the complex spin textures observed in spintronic materials. The spin-orbit coupled (SOC) Hamiltonians H_MJ1 and H_MJ2 reveal a range of novel and intriguing spi
Externí odkaz:
http://arxiv.org/abs/2408.14571
Autor:
Letourneau, Pierre-David, Singh, Manish Kumar, Cheng, Hsin-Pai, Han, Shizhong, Shi, Yunxiao, Jones, Dalton, Langston, Matthew Harper, Cai, Hong, Porikli, Fatih
We present Polynomial Attention Drop-in Replacement (PADRe), a novel and unifying framework designed to replace the conventional self-attention mechanism in transformer models. Notably, several recent alternative attention mechanisms, including Hyena
Externí odkaz:
http://arxiv.org/abs/2407.11306
The proper planning of different types of public transportation such as metro, highway, waterways, and so on, can increase the efficiency, reduce the congestion and improve the safety of the country. There are certain challenges associated with route
Externí odkaz:
http://arxiv.org/abs/2407.17508
This study introduces an innovative methodology for the planning of metro network routes within the urban environment of Chennai, Tamil Nadu, India. A comparative analysis of the modified Ant Colony Optimization (ACO) method (previously developed) wi
Externí odkaz:
http://arxiv.org/abs/2407.04087
Autor:
Rahimian, Ali Khaleghi, Govind, Manish Kumar, Maity, Subhajit, Reilly, Dominick, Kümmerle, Christian, Das, Srijan, Dutta, Aritra
Transformer architectures such as Vision Transformers (ViT) have proven effective for solving visual perception tasks. However, they suffer from two major limitations; first, the quadratic complexity of self-attention limits the number of tokens that
Externí odkaz:
http://arxiv.org/abs/2406.19391
Autor:
Reilly, Dominick, Chakraborty, Rajatsubhra, Sinha, Arkaprava, Govind, Manish Kumar, Wang, Pu, Bremond, Francois, Xue, Le, Das, Srijan
Current Large Language Vision Models (LLVMs) trained on web videos perform well in general video understanding but struggle with fine-grained details, complex human-object interactions (HOI), and view-invariant representation learning essential for A
Externí odkaz:
http://arxiv.org/abs/2406.09390
In this paper, we propose a novel token selective attention approach, ToSA, which can identify tokens that need to be attended as well as those that can skip a transformer layer. More specifically, a token selector parses the current attention maps a
Externí odkaz:
http://arxiv.org/abs/2406.08816