Zobrazeno 41 - 50
of 14 831
pro vyhledávání: '"P, Srikanth"'
Autor:
Chang, Xiangyu, Ahmed, Sk Miraj, Krishnamurthy, Srikanth V., Guler, Basak, Swami, Ananthram, Oymak, Samet, Roy-Chowdhury, Amit K.
The key premise of federated learning (FL) is to train ML models across a diverse set of data-owners (clients), without exchanging local data. An overarching challenge to this date is client heterogeneity, which may arise not only from variations in
Externí odkaz:
http://arxiv.org/abs/2402.08769
Autor:
Srikanth, Dhruv, Gurung, Jayang, Deepika, N Satya, Joshi, Vineet, Giri, Lopamudra, Vaddavalli, Pravin, Jana, Soumya
Blindness and other eye diseases are a global health concern, particularly in low- and middle-income countries like India. In this regard, during the COVID-19 pandemic, teleophthalmology became a lifeline, and the Grabi attachment for smartphone-base
Externí odkaz:
http://arxiv.org/abs/2402.07118
Research interest in autonomous agents is on the rise as an emerging topic. The notable achievements of Large Language Models (LLMs) have demonstrated the considerable potential to attain human-like intelligence in autonomous agents. However, the cha
Externí odkaz:
http://arxiv.org/abs/2402.01968
Tailoring the magnetic properties of iron oxide nanosystems is essential to expand their biomedical applications. In this study, the 34 nm iron oxide nanocubes with two phases consisting of Fe3O4 and alpha-Fe2O3 were annealed for 2 hours in the prese
Externí odkaz:
http://arxiv.org/abs/2401.18009
Software engineers are increasingly adding semantic search capabilities to applications using a strategy known as Retrieval Augmented Generation (RAG). A RAG system involves finding documents that semantically match a query and then passing the docum
Externí odkaz:
http://arxiv.org/abs/2401.05856
Autor:
Chang, Xiangyu, Ahmed, Sk Miraj, Krishnamurthy, Srikanth V., Guler, Basak, Swami, Ananthram, Oymak, Samet, Roy-Chowdhury, Amit K.
Parameter-efficient tuning (PET) methods such as LoRA, Adapter, and Visual Prompt Tuning (VPT) have found success in enabling adaptation to new domains by tuning small modules within a transformer model. However, the number of domains encountered dur
Externí odkaz:
http://arxiv.org/abs/2401.04130
Autor:
Carlson, Jon F., Iyengar, Srikanth B.
It is proved that given any prime ideal $\mathfrak{p}$ of height at least 2 in a countable commutative noetherian ring $A$, there are uncountably many more dualizable objects in the $\mathfrak{p}$-local $\mathfrak{p}$-torsion stratum of the derived c
Externí odkaz:
http://arxiv.org/abs/2401.02350
LiDAR is used in autonomous driving to provide 3D spatial information and enable accurate perception in off-road environments, aiding in obstacle detection, mapping, and path planning. Learning-based LiDAR semantic segmentation utilizes machine learn
Externí odkaz:
http://arxiv.org/abs/2401.01439
Autor:
Srikanth, Vishal, Kuznetsov, Andrey V.
Convolution Neural Networks (CNN) are well-suited to model the nonlinear relationship between the microscale geometry of porous media and the corresponding flow distribution, thereby accurately and efficiently coupling the flow behavior at the micro-
Externí odkaz:
http://arxiv.org/abs/2312.14350
Publikováno v:
Phys. Rev. A 109, 062411 (2024)
Quantum error-correcting codes (QECCs) and decoherence-free subspace (DFS) codes provide active and passive means, respectively, to address certain types of errors that arise during quantum computation. The latter technique is suitable to correct cor
Externí odkaz:
http://arxiv.org/abs/2312.08322