Zobrazeno 1 - 10
of 15 937
pro vyhledávání: '"Vijaya, P."'
Active learning (AL) is for optimizing the selection of unlabeled data for annotation (labeling), aiming to enhance model performance while minimizing labeling effort. The key question in AL is which unlabeled data should be selected for annotation.
Externí odkaz:
http://arxiv.org/abs/2410.15605
Autor:
Bobba, Kumar Srinivas, K, Kartheeban, Sai, Vamsi Krishna, Bugga, Dinesh, Bolla, Vijaya Mani Surendra
This project proposes the development of a comprehensive real-time biodiversity monitoring system that harnesses sound data through a network of acoustic sensors and advanced artificial intelligence algorithms. The system analyzes sound recordings fr
Externí odkaz:
http://arxiv.org/abs/2410.12897
The cellular wireless networks are evolving towards acquiring newer capabilities, such as sensing, which will support novel use cases and applications. Many of these require indoor sensing capabilities, which can be realized by exploiting the perturb
Externí odkaz:
http://arxiv.org/abs/2409.00634
Underwater imagery is often compromised by factors such as color distortion and low contrast, posing challenges for high-level vision tasks. Recent underwater image restoration (UIR) methods either analyze the input image at full resolution, resultin
Externí odkaz:
http://arxiv.org/abs/2408.09912
Modern model serving engines infer prompts on large language models in batches. While batch processing prompts leads to high inference throughput, it delays responding to requests that do not fit in a batch, potentially starving them. We propose that
Externí odkaz:
http://arxiv.org/abs/2407.21255
Autor:
Rastogi, Shubham, U, Vijaya Kumar
We find the commutant of a pure contractive semigroup on a Hilbert space. We demonstrate that any tuple of doubly commuting pure contractive semigroups can be dilated to a tuple of doubly commuting pure isometric semigroups. En route, we obtain a com
Externí odkaz:
http://arxiv.org/abs/2407.19935
Autor:
Yadav, Vipin K., Vijaya, Y., Srikar, P. T., Prasad, B. Krishnam, Mahajan, Monika, Mallikarjun, K. V. L. N., Narendra, S., Adoni, Abhijit A., Rai, Vijay S., Veeresha, D. R., Zamani, Syeeda N.
Aditya-L1 is the first Indian solar mission placed at the first Lagrangian (L1) point to study the Sun. A fluxgate magnetometer (MAG) is one of the seven payloads and one of the three in-situ payloads onboard to measure the interplanetary magnetic fi
Externí odkaz:
http://arxiv.org/abs/2406.19757
Argument Mining (AM) involves identifying and extracting Argumentative Components (ACs) and their corresponding Argumentative Relations (ARs). Most of the prior works have broken down these tasks into multiple sub-tasks. Existing end-to-end setups pr
Externí odkaz:
http://arxiv.org/abs/2406.08606
Autor:
Yalavarthi, Vijaya Krishna, Scholz, Randolf, Madhusudhanan, Kiran, Born, Stefan, Schmidt-Thieme, Lars
Probabilistic forecasting models for joint distributions of targets in irregular time series are a heavily under-researched area in machine learning with, to the best of our knowledge, only three models researched so far: GPR, the Gaussian Process Re
Externí odkaz:
http://arxiv.org/abs/2406.07246
We consider holomorphic functions on the unit disc whose images are contained in a strip of the complex plane. Under an additional condition, such functions are constants. We also consider appropriate operator valued versions. Applications are found
Externí odkaz:
http://arxiv.org/abs/2406.02901