Zobrazeno 1 - 10
of 48 628
pro vyhledávání: '"Majumder, A."'
Fine-tuning large pre-trained foundation models, such as the 175B GPT-3, has attracted more attention for downstream tasks recently. While parameter-efficient fine-tuning methods have been proposed and proven effective without retraining all model pa
Externí odkaz:
http://arxiv.org/abs/2407.01320
Autor:
Majumder, Bodhisattwa Prasad, Surana, Harshit, Agarwal, Dhruv, Mishra, Bhavana Dalvi, Meena, Abhijeetsingh, Prakhar, Aryan, Vora, Tirth, Khot, Tushar, Sabharwal, Ashish, Clark, Peter
Can the rapid advances in code generation, function calling, and data analysis using large language models (LLMs) help automate the search and verification of hypotheses purely from a set of provided datasets? To evaluate this question, we present Di
Externí odkaz:
http://arxiv.org/abs/2407.01725
Foundational Large Language Models (LLMs) such as GPT 3.5 turbo allow users to refine the model based on newer information, known as fine-tuning. This paper leverages this ability to analyze AC-DC converter behaviors, focusing on the ripple current i
Externí odkaz:
http://arxiv.org/abs/2407.01724
Representation of systems using the SAPPhIRE model of causality can be an inspirational stimulus in design. However, creating a SAPPhIRE model of a technical or a natural system requires sourcing technical knowledge from multiple technical documents
Externí odkaz:
http://arxiv.org/abs/2407.00396
The study of geometric extremes, where extremal dependence properties are inferred from the deterministic limiting shapes of scaled sample clouds, provides an exciting approach to modelling the extremes of multivariate data. These shapes, termed limi
Externí odkaz:
http://arxiv.org/abs/2406.19936
Autor:
Hossain, S. M., Rahaman, S. S., Gujrati, H., Bhoi, Dilip, Matsuo, A., Kindo, K., Kumar, M., Majumder, M.
Disorder is ubiquitous in any quantum many-body system and is usually considered to be an obstacle to the elucidation of the underlying physics of complex systems, but its presence can often introduce exotic phases of matter that cannot generally be
Externí odkaz:
http://arxiv.org/abs/2406.19797
Representing systems using the SAPPhIRE causality model is found useful in supporting design-by-analogy. However, creating a SAPPhIRE model of artificial or biological systems is an effort-intensive process that requires human experts to source techn
Externí odkaz:
http://arxiv.org/abs/2406.19493
Autor:
Majumder, Apratim, Meem, Monjurul, del Cueto, Fernando Gonzalez, Guevara-Vasquez, Fernando, Qadri, Syed N., Santiago, Freddie, Menon, Rajesh
We present a novel high-definition (HD) snapshot diffractive spectral imaging system utilizing a diffractive filter array (DFA) to capture a single image that encodes both spatial and spectral information. This single diffractogram can be computation
Externí odkaz:
http://arxiv.org/abs/2406.17302
Autor:
Xie, Le, Majumder, Subir, Huang, Tong, Zhang, Qian, Chang, Ping, Hill, David J., Shahidehpour, Mohammad
Addressing the urgency of climate change necessitates a coordinated and inclusive effort from all relevant stakeholders. Critical to this effort is the modeling, analysis, control, and integration of technological innovations within the electric ener
Externí odkaz:
http://arxiv.org/abs/2406.17976
Autor:
Basu, Rupa, Bhattacharyya, Siddhartha, Sarkar, Anjan Kumar, Banerjee, Shibaji, Majumder, Debasis
The strength of the global HI-21cm signal is several orders of magnitude lower than the foreground and background noise and hence it is difficult to observe this signal at a given radio telescope. However, a few recent studies reported the detection
Externí odkaz:
http://arxiv.org/abs/2406.17896