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pro vyhledávání: '"Babu, Sudarshan"'
We present iSeg, a new interactive technique for segmenting 3D shapes. Previous works have focused mainly on leveraging pre-trained 2D foundation models for 3D segmentation based on text. However, text may be insufficient for accurately describing fi
Externí odkaz:
http://arxiv.org/abs/2404.03219
Autor:
Babu, Sudarshan, Liu, Richard, Zhou, Avery, Maire, Michael, Shakhnarovich, Greg, Hanocka, Rana
We introduce HyperFields, a method for generating text-conditioned Neural Radiance Fields (NeRFs) with a single forward pass and (optionally) some fine-tuning. Key to our approach are: (i) a dynamic hypernetwork, which learns a smooth mapping from te
Externí odkaz:
http://arxiv.org/abs/2310.17075
From a simplified analysis of adaptive methods, we derive AvaGrad, a new optimizer which outperforms SGD on vision tasks when its adaptability is properly tuned. We observe that the power of our method is partially explained by a decoupling of learni
Externí odkaz:
http://arxiv.org/abs/1912.01823
K-Medoids(KM) is a standard clustering method, used extensively on semi-metric data.Error analyses of KM have traditionally used an in-sample notion of error,which can be far from the true error and suffer from generalization gap. We formalize the tr
Externí odkaz:
http://arxiv.org/abs/1905.10979
Publikováno v:
International Journal of Electrical & Computer Engineering (2088-8708); Feb2025, Vol. 15 Issue 1, p1079-1088, 10p
Publikováno v:
Clinics & Practice. 2014, Vol. 4 Issue 2, p34-37. 4p.
Publikováno v:
International Journal of Robotics and Automation. 33
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::c393e447e879940024369e93f2a3367a
https://doi.org/10.2316/journal.206.2018.6.206-5135
https://doi.org/10.2316/journal.206.2018.6.206-5135
Autor:
Venkatesh, Kusuma, Lamba Saini, Monika, Niveditha, S. R., Krishnagiri, Chaithra, Babu, Sudarshan
Publikováno v:
Pathology Research International.
Primary leiomyosarcoma of the kidney is a rare tumor with an aggressive behaviour. A 55-year-old woman presented with a left sided abdominal mass in our outpatient department. Radiologic investigations revealed the mass to be renal in origin with col
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=hindawi_publ::0c64b901daee7b7118f43bd7d1c36f07
Autor:
Babu, Sudarshan
Publikováno v:
Advances in Data Mining. Applications & Theoretical Aspects (9783319415604); 2016, p253-265, 13p
Autor:
Babu, Sudarshan
Publikováno v:
Machine Learning & Data Mining in Pattern Recognition (9783319210230); 2015, p342-354, 13p