Zobrazeno 1 - 10
of 416
pro vyhledávání: '"SMITH, EDWARD J."'
Autor:
Fujimoto, Scott, Chang, Wei-Di, Smith, Edward J., Gu, Shixiang Shane, Precup, Doina, Meger, David
In the field of reinforcement learning (RL), representation learning is a proven tool for complex image-based tasks, but is often overlooked for environments with low-level states, such as physical control problems. This paper introduces SALE, a nove
Externí odkaz:
http://arxiv.org/abs/2306.02451
Autor:
Smith, Edward J., Drozdzal, Michal, Nowrouzezahrai, Derek, Meger, David, Romero-Soriano, Adriana
Multi-view implicit scene reconstruction methods have become increasingly popular due to their ability to represent complex scene details. Recent efforts have been devoted to improving the representation of input information and to reducing the numbe
Externí odkaz:
http://arxiv.org/abs/2210.00978
Autor:
Puny, Omri, Atzmon, Matan, Ben-Hamu, Heli, Misra, Ishan, Grover, Aditya, Smith, Edward J., Lipman, Yaron
Many machine learning tasks involve learning functions that are known to be invariant or equivariant to certain symmetries of the input data. However, it is often challenging to design neural network architectures that respect these symmetries while
Externí odkaz:
http://arxiv.org/abs/2110.03336
Autor:
Smith, Edward J., Meger, David, Pineda, Luis, Calandra, Roberto, Malik, Jitendra, Romero, Adriana, Drozdzal, Michal
Publikováno v:
Published at Neurips 2021
Humans build 3D understandings of the world through active object exploration, using jointly their senses of vision and touch. However, in 3D shape reconstruction, most recent progress has relied on static datasets of limited sensory data such as RGB
Externí odkaz:
http://arxiv.org/abs/2107.09584
Autor:
Smith, Edward J.1 (AUTHOR) edwards@uow.edu.au, Robinson, Duane A.1 (AUTHOR) duane@uow.edu.au, Elphick, Sean1 (AUTHOR)
Publikováno v:
Energies (19961073). Jun2024, Vol. 17 Issue 11, p2636. 40p.
Autor:
Smith, Edward J., Calandra, Roberto, Romero, Adriana, Gkioxari, Georgia, Meger, David, Malik, Jitendra, Drozdzal, Michal
When a toddler is presented a new toy, their instinctual behaviour is to pick it upand inspect it with their hand and eyes in tandem, clearly searching over its surface to properly understand what they are playing with. At any instance here, touch pr
Externí odkaz:
http://arxiv.org/abs/2007.03778
Autor:
Jones, Geraint H., Elliott, Heather A., McComas, David J., Hill, Matthew E., Vandegriff, Jon, Smith, Edward J., Crary, Frank J., Waite, J. Hunter
During March-April 2002, while between the orbits of Jupiter and Saturn, the Cassini spacecraft detected a significant enhancement in pickup proton flux. The most likely explanation for this enhancement was the addition of protons to the solar wind b
Externí odkaz:
http://arxiv.org/abs/2006.00500
Autor:
Chen, Wenzheng, Gao, Jun, Ling, Huan, Smith, Edward J., Lehtinen, Jaakko, Jacobson, Alec, Fidler, Sanja
Many machine learning models operate on images, but ignore the fact that images are 2D projections formed by 3D geometry interacting with light, in a process called rendering. Enabling ML models to understand image formation might be key for generali
Externí odkaz:
http://arxiv.org/abs/1908.01210
Mesh models are a promising approach for encoding the structure of 3D objects. Current mesh reconstruction systems predict uniformly distributed vertex locations of a predetermined graph through a series of graph convolutions, leading to compromises
Externí odkaz:
http://arxiv.org/abs/1901.11461
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