Zobrazeno 1 - 10
of 6 885
pro vyhledávání: '"Kalla, A"'
Autor:
Chudasama, Vishal, Sarkar, Hiran, Wasnik, Pankaj, Balasubramanian, Vineeth N, Kalla, Jayateja
Object detection is a critical field in computer vision focusing on accurately identifying and locating specific objects in images or videos. Traditional methods for object detection rely on large labeled training datasets for each object category, w
Externí odkaz:
http://arxiv.org/abs/2408.14249
Autor:
Kalla, Jayateja, Biswas, Soma
This paper investigates the impact of self-supervised learning, specifically image rotations, on various class-incremental learning paradigms. Here, each image with a predefined rotation is considered as a new class for training. At inference, all im
Externí odkaz:
http://arxiv.org/abs/2408.04347
We propose a novel TACLE (TAsk and CLass-awarE) framework to address the relatively unexplored and challenging problem of exemplar-free semi-supervised class incremental learning. In this scenario, at each new task, the model has to learn new classes
Externí odkaz:
http://arxiv.org/abs/2407.08041
Autor:
Kalla, Jayateja, Biswas, Soma
This paper introduces a two-stage framework designed to enhance long-tail class incremental learning, enabling the model to progressively learn new classes, while mitigating catastrophic forgetting in the context of long-tailed data distributions. Ad
Externí odkaz:
http://arxiv.org/abs/2311.01227
Autor:
Kalla, Jayateja, Biswas, Soma
Few-shot class-incremental learning (FSCIL) aims to learn progressively about new classes with very few labeled samples, without forgetting the knowledge of already learnt classes. FSCIL suffers from two major challenges: (i) over-fitting on the new
Externí odkaz:
http://arxiv.org/abs/2307.02246
Autor:
Shihao Cui, Pengfei Liu, Haonan Guo, Claudia Kalla Nielsen, Johannes Wilhelmus Maria Pullens, Qing Chen, Lorenzo Pugliese, Shubiao Wu
Publikováno v:
Communications Earth & Environment, Vol 5, Iss 1, Pp 1-17 (2024)
Abstract Wetlands are the largest and most uncertain biological source of atmospheric methane, with hydrological fluctuations exacerbating this uncertainty. Here we critically explore the complex relationship between hydrological fluctuations and met
Externí odkaz:
https://doaj.org/article/2abf2f06506349fa945ea5d8fb0ee0e2
Autor:
Dibbendhu Khanra, Anindya Mukherjee, Anunay Gupta, Atif Muhammad Rauf, Bhanu Duggal, Bode Ensam, Manish Kalla, Joseph DeBono, Mauro Lencioni, Howard Marshall
Publikováno v:
Indian Pacing and Electrophysiology Journal, Vol 24, Iss 4, Pp 183-188 (2024)
Background: Atrial fibrillation (AF) ablation can lead to oesophageal thermal injuries (ETI). These are thought to be the precursor of the much rarer but frequently fatal atrio-oesophageal fistulas. Many centers performing AF ablation routinely use o
Externí odkaz:
https://doaj.org/article/cd29e5dc79914cc4aeda4f0f253f0414
Autor:
Nitinkumar Borkar, Charu Tiwari, C. Ashwin, Kalla Revanth, Ripu Daman Arora, Ranganath Thippanahalli Ganga
Publikováno v:
Journal of Indian Association of Pediatric Surgeons, Vol 29, Iss 3, Pp 277-280 (2024)
Background: Tamarind seed aspiration is not frequent in children and is usually observed in kids from rural backgrounds, with easy access to tamarind fruits and their by-products. Materials and Methods: We report a retrospective review of five patien
Externí odkaz:
https://doaj.org/article/7c337f3c90f140689d71ebbf1cfe76c5
Autor:
Patil, Anita, Iyer, Sridhar, Lopez, Onel L. A., Pandya, Rahul J, Pai, Krishna, Kalla, Anshuman, Kallimani, Rakhee
Publikováno v:
Computer Networks, Elsevier, 2024
The increasing popularity of Internet of Everything and small-cell devices has enormously accelerated traffic loads. Consequently, increased bandwidth and high data rate requirements stimulate the operation at the millimeter wave and the Tera-Hertz s
Externí odkaz:
http://arxiv.org/abs/2211.08956
Autor:
Zilefac Brian Ngokwe, Nokam Kamdem Stephane Gimel, Ntep Ntep David Bienvenue, Ginette Claude Mireille Kalla, Bengondo Messanga Charles
Publikováno v:
Clinical Case Reports, Vol 12, Iss 7, Pp n/a-n/a (2024)
Key Clinical Message Noma is still around today and can be deadly if ignored. Prompt identification and comprehensive care are essential for averting permanent impairments and disfigurements. Abstract Noma is a rapid developing orofacial gangrene and
Externí odkaz:
https://doaj.org/article/545d62253f9e445ab8933f8a11ec2b0f