Zobrazeno 1 - 10
of 961
pro vyhledávání: '"Cohen, Jonathan D"'
Autor:
Campbell, Declan, Rane, Sunayana, Giallanza, Tyler, De Sabbata, Nicolò, Ghods, Kia, Joshi, Amogh, Ku, Alexander, Frankland, Steven M., Griffiths, Thomas L., Cohen, Jonathan D., Webb, Taylor W.
Recent work has documented striking heterogeneity in the performance of state-of-the-art vision language models (VLMs), including both multimodal language models and text-to-image models. These models are able to describe and generate a diverse array
Externí odkaz:
http://arxiv.org/abs/2411.00238
Abstract visual reasoning is a characteristically human ability, allowing the identification of relational patterns that are abstracted away from object features, and the systematic generalization of those patterns to unseen problems. Recent work has
Externí odkaz:
http://arxiv.org/abs/2403.03458
Autor:
Campbell, Declan, Cohen, Jonathan D.
The human cognitive system exhibits remarkable flexibility and generalization capabilities, partly due to its ability to form low-dimensional, compositional representations of the environment. In contrast, standard neural network architectures often
Externí odkaz:
http://arxiv.org/abs/2402.18426
Humans possess a remarkable capacity to recognize and manipulate abstract structure, which is especially apparent in the domain of geometry. Recent research in cognitive science suggests neural networks do not share this capacity, concluding that hum
Externí odkaz:
http://arxiv.org/abs/2402.04203
Uniquely among primates, humans possess a remarkable capacity to recognize and manipulate abstract structure in the service of task goals across a broad range of behaviors. One illustration of this is in the visual perception of geometric forms. Stud
Externí odkaz:
http://arxiv.org/abs/2309.17363
Autor:
Webb, Taylor W., Frankland, Steven M., Altabaa, Awni, Segert, Simon, Krishnamurthy, Kamesh, Campbell, Declan, Russin, Jacob, Giallanza, Tyler, Dulberg, Zack, O'Reilly, Randall, Lafferty, John, Cohen, Jonathan D.
A central challenge for cognitive science is to explain how abstract concepts are acquired from limited experience. This has often been framed in terms of a dichotomy between connectionist and symbolic cognitive models. Here, we highlight a recently
Externí odkaz:
http://arxiv.org/abs/2309.06629
Autor:
Pothukuchi, Raghavendra Pradyumna, Lufkin, Leon, Shen, Yu Jun, Simon, Alejandro, Thorstenson, Rome, Trevisan, Bernardo Eilert, Tu, Michael, Yang, Mudi, Foxman, Ben, Pothukuchi, Viswanatha Srinivas, Epping, Gunnar, Kyaw, Thi Ha, Jongkees, Bryant J, Ding, Yongshan, Busemeyer, Jerome R, Cohen, Jonathan D, Bhattacharjee, Abhishek
Research progress in quantum computing has, thus far, focused on a narrow set of application domains. Expanding the suite of quantum application domains is vital for the discovery of new software toolchains and architectural abstractions. In this wor
Externí odkaz:
http://arxiv.org/abs/2309.00597