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pro vyhledávání: '"BADRI, N."'
This paper introduces a novel class of PICOD($t$) problems referred to as $g$-group complete-$S$ PICOD($t$) problems. It constructs a multi-stage achievability scheme to generate pliable index codes for group complete PICOD problems when $S = \{s\}$
Externí odkaz:
http://arxiv.org/abs/2405.07151
Transformers have revolutionized image modeling tasks with adaptations like DeIT, Swin, SVT, Biformer, STVit, and FDVIT. However, these models often face challenges with inductive bias and high quadratic complexity, making them less efficient for hig
Externí odkaz:
http://arxiv.org/abs/2403.18063
Autor:
Patro, Badri N., Agneeswaran, Vijay S.
Transformers have widely adopted attention networks for sequence mixing and MLPs for channel mixing, playing a pivotal role in achieving breakthroughs across domains. However, recent literature highlights issues with attention networks, including low
Externí odkaz:
http://arxiv.org/abs/2403.15360
Vision transformers have gained significant attention and achieved state-of-the-art performance in various computer vision tasks, including image classification, instance segmentation, and object detection. However, challenges remain in addressing at
Externí odkaz:
http://arxiv.org/abs/2311.01310
We propose and study a variant of pliable index coding (PICOD) where receivers have preferences for their unknown messages and give each unknown message a preference ranking. We call this the preferential pliable index-coding (PPICOD) problem and stu
Externí odkaz:
http://arxiv.org/abs/2305.06577
Vision transformers have been applied successfully for image recognition tasks. There have been either multi-headed self-attention based (ViT \cite{dosovitskiy2020image}, DeIT, \cite{touvron2021training}) similar to the original work in textual model
Externí odkaz:
http://arxiv.org/abs/2304.06446
Transformers are widely used for solving tasks in natural language processing, computer vision, speech, and music domains. In this paper, we talk about the efficiency of transformers in terms of memory (the number of parameters), computation cost (nu
Externí odkaz:
http://arxiv.org/abs/2302.08374
Autor:
Ong, Lawrence, Vellambi, Badri N.
In the pliable variant of index coding, receivers are allowed to decode any new message not known a priori. Optimal code design for this variant involves identifying each receiver's choice of a new message that minimises the overall transmission rate
Externí odkaz:
http://arxiv.org/abs/2205.02614
Autor:
Yao, Minhao, Miller, Gary W., Vardarajan, Badri N., Baccarelli, Andrea A., Guo, Zijian, Liu, Zhonghua
Publikováno v:
In Cell Genomics 11 December 2024 4(12)
Visual question answering is a vision-and-language multimodal task, that aims at predicting answers given samples from the question and image modalities. Most recent methods focus on learning a good joint embedding space of images and questions, eith
Externí odkaz:
http://arxiv.org/abs/2203.03727