Zobrazeno 1 - 10
of 13 424
pro vyhledávání: '"Humayun, A"'
We develop Scalable Latent Exploration Score (ScaLES) to mitigate over-exploration in Latent Space Optimization (LSO), a popular method for solving black-box discrete optimization problems. LSO utilizes continuous optimization within the latent space
Externí odkaz:
http://arxiv.org/abs/2406.09657
Grokking, or delayed generalization, is a phenomenon where generalization in a deep neural network (DNN) occurs long after achieving near zero training error. Previous studies have reported the occurrence of grokking in specific controlled settings,
Externí odkaz:
http://arxiv.org/abs/2402.15555
This paper introduces Low-shot Object Learning with Mutual Exclusivity Bias (LSME), the first computational framing of mutual exclusivity bias, a phenomenon commonly observed in infants during word learning. We provide a novel dataset, comprehensive
Externí odkaz:
http://arxiv.org/abs/2312.03533
Autor:
Khan, Humayun, Nilsson, Daniel
Virtual reality allows creating highly immersive visual and auditory experiences, making users feel physically present in the environment. This makes it an ideal platform to simulate dangerous scenarios, including fire evacuation, and study human beh
Externí odkaz:
http://arxiv.org/abs/2311.09246
Publikováno v:
The Role of Artificial Intelligence in Regenerative Tourism and Green Destinations
The study of Deep Network (DN) training dynamics has largely focused on the evolution of the loss function, evaluated on or around train and test set data points. In fact, many DN phenomenon were first introduced in literature with that respect, e.g.
Externí odkaz:
http://arxiv.org/abs/2310.12977
Autor:
Sultana, Hasina, Mallick, Sharmila Rani, Hassan, Jahidul, Gomasta, Joydeb, Kabir, Md. Humayun, Sakib, Md. Sakibul Alam, Hossen, Mahmuda, Billah, Muhammad Mustakim, Kayesh, Emrul
Given the present rising trends in changing lifestyle and consumption patterns, watermelon production has shifted from big to small-sized fruits having desirable quality attributes. Hence, analyses of fruit quality traits of mini watermelon are cruci
Externí odkaz:
http://arxiv.org/abs/2309.13565
Publikováno v:
IJCSNS International Journal of Computer Science and Network Security 2019/12
Parkinson's is a Neurologic disorder that not only affects the human body but also their social and personal life. Especially children having the Parkinson's disease come up with infinite difficulties in different areas of life mostly in social inter
Externí odkaz:
http://arxiv.org/abs/2308.06270
Autor:
Alemohammad, Sina, Casco-Rodriguez, Josue, Luzi, Lorenzo, Humayun, Ahmed Imtiaz, Babaei, Hossein, LeJeune, Daniel, Siahkoohi, Ali, Baraniuk, Richard G.
Seismic advances in generative AI algorithms for imagery, text, and other data types has led to the temptation to use synthetic data to train next-generation models. Repeating this process creates an autophagous (self-consuming) loop whose properties
Externí odkaz:
http://arxiv.org/abs/2307.01850
Autor:
Shahir, Rafiad Sadat, Humayun, Zayed, Tamim, Mashrufa Akter, Saha, Shouri, Alam, Md. Golam Rabiul
Despite artificial neural networks being inspired by the functionalities of biological neural networks, unlike biological neural networks, conventional artificial neural networks are often structured hierarchically, which can impede the flow of infor
Externí odkaz:
http://arxiv.org/abs/2305.10468