Zobrazeno 1 - 10
of 41 943
pro vyhledávání: '"Jaiswal, A."'
Autor:
Dumpala, Sri Harsha, Jaiswal, Aman, Sastry, Chandramouli, Milios, Evangelos, Oore, Sageev, Sajjad, Hassan
Despite the significant influx of prompt-tuning techniques for generative vision-language models (VLMs), it remains unclear how sensitive these models are to lexical and semantic alterations in prompts. In this paper, we evaluate the ability of gener
Externí odkaz:
http://arxiv.org/abs/2410.13030
Autor:
Kaiser, Md Abdullah-Al, Datta, Gourav, Athas, Jordan, Duffee, Christian, Jacob, Ajey P., Amiri, Pedram Khalili, Beerel, Peter A., Jaiswal, Akhilesh R.
The vast amount of data generated by camera sensors has prompted the exploration of energy-efficient processing solutions for deploying computer vision tasks on edge devices. Among the various approaches studied, processing-in-pixel integrates massiv
Externí odkaz:
http://arxiv.org/abs/2410.10592
Autor:
Bandari, Abhinav, Yin, Lu, Hsieh, Cheng-Yu, Jaiswal, Ajay Kumar, Chen, Tianlong, Shen, Li, Krishna, Ranjay, Liu, Shiwei
Network pruning has emerged as a potential solution to make LLMs cheaper to deploy. However, existing LLM pruning approaches universally rely on the C4 dataset as the calibration data for calculating pruning scores, leaving its optimality unexplored.
Externí odkaz:
http://arxiv.org/abs/2410.07461
Autor:
Jaiswal, V. K., Prince, R., Pandey, A., Naddaf, M. H., Czerny, B., Panda, S., Mandal, Amit Kumar, Nunez, F. Pozo
The dynamical and geometric structures of the Broad Line Region (BLR), along with the origins of continuum time delays in active galaxies, remain topics of ongoing debate. In this study, we aim to reproduce the broadband spectrum, the H$\beta$ line d
Externí odkaz:
http://arxiv.org/abs/2410.03597
Equal-time commutators of different components of the energy-momentum tensor at spatially separated points are calculated for a relativistic quantum Fermi gas at finite temperature and density. Different definitions of such components, also known as
Externí odkaz:
http://arxiv.org/abs/2409.18912
Autor:
Agrawal, Akash, Mohapatra, Mayesh, Raja, Abhinav, Tiwari, Paritosh, Pattanaik, Vishwajeet, Jaiswal, Neeru, Agarwal, Arpit, Rathore, Punit
Estimating the location and intensity of tropical cyclones holds crucial significance for predicting catastrophic weather events. In this study, we approach this task as a detection and regression challenge, specifically over the North Indian Ocean (
Externí odkaz:
http://arxiv.org/abs/2410.08218
Autor:
Kaiser, Md Abdullah-Al, Sarkar, Sreetama, Beerel, Peter A., Jaiswal, Akhilesh R., Datta, Gourav
Current video-based computer vision (CV) applications typically suffer from high energy consumption due to reading and processing all pixels in a frame, regardless of their significance. While previous works have attempted to reduce this energy by sk
Externí odkaz:
http://arxiv.org/abs/2409.17341
Publikováno v:
Proceedings of the Annual Meeting of the Cognitive Science Society, 46 (2024). Retrieved from https://escholarship.org/uc/item/92f5b1hk
Video game playing is an extremely structured domain where algorithmic decision-making can be tested without adverse real-world consequences. While prevailing methods rely on image inputs to avoid the problem of hand-crafting state space representati
Externí odkaz:
http://arxiv.org/abs/2409.13886
Publikováno v:
JMLR Volume 252, year 2024
Early detection of neurodegenerative disorders is an important open problem, since early diagnosis and treatment may yield a better prognosis. Researchers have recently sought to leverage advances in machine learning algorithms to detect symptoms of
Externí odkaz:
http://arxiv.org/abs/2409.13643
We propose a variational approach to explore quasiparticle excitations in interacting quantum many-body systems, motivated by the potential in leveraging near-term noisy intermediate scale quantum devices for quantum state preparation. By exploiting
Externí odkaz:
http://arxiv.org/abs/2409.08545