Zobrazeno 1 - 10
of 21
pro vyhledávání: '"Vaishnav, Mohit"'
Autor:
Vaishnav, Mohit
We investigate the role of attention and memory in complex reasoning tasks. We analyze Transformer-based self-attention as a model and extend it with memory. By studying a synthetic visual reasoning test, we refine the taxonomy of reasoning tasks. In
Externí odkaz:
http://arxiv.org/abs/2306.14650
Vision transformers are nowadays the de-facto choice for image classification tasks. There are two broad categories of classification tasks, fine-grained and coarse-grained. In fine-grained classification, the necessity is to discover subtle differen
Externí odkaz:
http://arxiv.org/abs/2208.08900
A fundamental component of human vision is our ability to parse complex visual scenes and judge the relations between their constituent objects. AI benchmarks for visual reasoning have driven rapid progress in recent years with state-of-the-art syste
Externí odkaz:
http://arxiv.org/abs/2206.05379
Autor:
Vaishnav, Mohit, Serre, Thomas
Publikováno v:
Eleventh International Conference on Learning Representations (ICLR) 2023
Humans continue to outperform modern AI systems in their ability to flexibly parse and understand complex visual scenes. Here, we present a novel module for visual reasoning, the Guided Attention Model for (visual) Reasoning (GAMR), which instantiate
Externí odkaz:
http://arxiv.org/abs/2206.04928
Autor:
Vaishnav, Mohit, Cadene, Remi, Alamia, Andrea, Linsley, Drew, VanRullen, Rufin, Serre, Thomas
Publikováno v:
Neural Computation, 2022
Visual understanding requires comprehending complex visual relations between objects within a scene. Here, we seek to characterize the computational demands for abstract visual reasoning. We do this by systematically assessing the ability of modern d
Externí odkaz:
http://arxiv.org/abs/2108.03603
Autor:
Vaishnav, Mohit1,2 (AUTHOR) mohit.vaishnav@univ-toulouse.fr, Cadene, Remi2 (AUTHOR) remi.cadene@icloud.com, Alamia, Andrea3 (AUTHOR) artipago@gmail.com, Linsley, Drew2 (AUTHOR) drew_linsley@brown.edu, VanRullen, Rufin4 (AUTHOR) rufin.vanrullen@cnrs.fr, Serre, Thomas1,2 (AUTHOR) thomas_serre@brown.edu
Publikováno v:
Neural Computation. May2022, Vol. 34 Issue 5, p1075-1099. 25p. 1 Illustration, 1 Diagram, 1 Chart, 7 Graphs.
Autor:
Vaishnav, Mohit, Serre, Thomas
Humans continue to outperform modern AI systems in their ability to parse and understand complex visual scenes flexibly. Attention and memory are two systems known to play a critical role in our ability to selectively maintain and manipulate behavior
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::5241ff5808c11180682c908c86dc42bb
https://hal.science/hal-03819617
https://hal.science/hal-03819617
Autor:
Rawat, Himanshu, Vaishnav, Mohit Kumar, Upadhyay, Tanmay, Bharghava, Vaibhav, Jamshed, Md. Danial, Gunjan, Gautam
Publikováno v:
International Journal of Research in Engineering, Science and Management; Vol. 4 No. 7 (2021); 271-274
The phase change material (PCM) for thermal energy storage (TES) has the characteristics of high heat storage density and great thermal storage capacity, and can effectively store solar energy resources. To put it simply a thermal energy storage capt
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=issn25815792::fc0b6bde7b5df90686bcb7ad3976d7c6
https://www.journals.resaim.com/ijresm/article/view/1059
https://www.journals.resaim.com/ijresm/article/view/1059
Publikováno v:
ACM International Conference Proceeding Series; Dec2014, p1-6, 6p
Autor:
Vaishnav, Mohit, Tiwari, Anil Kumar
Publikováno v:
2014 Data Compression Conference; 2014, p430-430, 1p