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pro vyhledávání: '"Duggal, P"'
Current vision systems typically assign fixed-length representations to images, regardless of the information content. This contrasts with human intelligence - and even large language models - which allocate varying representational capacities based
Externí odkaz:
http://arxiv.org/abs/2411.02393
Autor:
Dhungel, Sarik, Duggal, Gaurav, Ron, Dara, Tripathi, Nishith, Buehrer, R. Michael, Reed, Jeffrey H., Shah, Vijay K
The advent of 5G positioning techniques by 3GPP has unlocked possibilities for applications in public safety, vehicular systems, and location-based services. However, these applications demand accurate and reliable positioning performance, which has
Externí odkaz:
http://arxiv.org/abs/2410.18323
Autor:
Bansal, Shubhi, A, Sreeharish, J, Madhava Prasath, S, Manikandan, Madisetty, Sreekanth, Rehman, Mohammad Zia Ur, Raghaw, Chandravardhan Singh, Duggal, Gaurav, Kumar, Nagendra
Mamba, a special case of the State Space Model, is gaining popularity as an alternative to template-based deep learning approaches in medical image analysis. While transformers are powerful architectures, they have drawbacks, including quadratic comp
Externí odkaz:
http://arxiv.org/abs/2410.02362
Autor:
Kim, Youngeun, Fang, Jun, Zhang, Qin, Cai, Zhaowei, Shen, Yantao, Duggal, Rahul, Raychaudhuri, Dripta S., Tu, Zhuowen, Xing, Yifan, Dabeer, Onkar
The open world is inherently dynamic, characterized by ever-evolving concepts and distributions. Continual learning (CL) in this dynamic open-world environment presents a significant challenge in effectively generalizing to unseen test-time classes.
Externí odkaz:
http://arxiv.org/abs/2409.05312
Wireless positioning in Non-Line-of-Sight (NLOS) scenarios is highly challenging due to multipath, which leads to deterioration in the positioning estimate. This study reexamines electromagnetic field principles and applies them to wireless positioni
Externí odkaz:
http://arxiv.org/abs/2409.02832
Publikováno v:
2024 IEEE International Conference on Communications Workshops (ICC Workshops)
Enhancing 3D and Z-axis positioning accuracy is crucial for effective rescue in indoor emergencies, ensuring safety for emergency responders and at-risk individuals. Additionally, reducing the dependence of a positioning system on fixed infrastructur
Externí odkaz:
http://arxiv.org/abs/2405.05801
Autor:
Bobkov, Sergey G., Duggal, Devraj
Covariance representations are developed for the uniform distributions on the Euclidean spheres in terms of spherical gradients and Hessians. They are applied to derive a number of Sobolev type inequalities and to recover and refine the concentration
Externí odkaz:
http://arxiv.org/abs/2403.19089
Autor:
Bobkov, Sergey G., Duggal, Devraj
We start with a brief survey on H\"offding's kernels, its properties, related spectral decompositions, and discuss marginal distributions of H\"offding measures. In the second part of this note, one-dimensional covariance representations are consider
Externí odkaz:
http://arxiv.org/abs/2403.19719
Inspired by the approach of Ivanisvili and Volberg towards functional inequalities for probability measures with strictly convex potentials, we investigate the relationship between curvature bounds in the sense of Bakry-Emery and local functional ine
Externí odkaz:
http://arxiv.org/abs/2403.00969
Autor:
Duggal, B. P., Kubrusly, C. S.
The paper proves two results involving a pair (A,B) of P-biisometric or (m,P)-biisometric Hilbert-space operators for arbitrary positive integer m and positive operator P. It is shown that if A and B are power bounded and the pair (A,B) is (m,P)-biis
Externí odkaz:
http://arxiv.org/abs/2401.16790