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From spatial navigation via visual construction to episodic memory and imagination
2020
Biological cybernetics
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Instead, we will seek mechanisms for imagining truly novel scenes and episodes. ...
The result is IBSEN, a conceptual model of Imagination in Brain Systems for Episodes and Navigation. ...
If a schema is implemented as a neural network then all the schema parameters would be implemented via patterns of neural activity. ...
doi:10.1007/s00422-020-00829-7
pmid:32285205
pmcid:PMC7152744
fatcat:yucpd5ezungdxmzvdodgnq7v6i
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
[article]
2020
arXiv
pre-print
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However, pre-training objectives tailored for abstractive text summarization have not been explored. Furthermore there is a lack of systematic evaluation across diverse domains. ...
In PEGASUS, important sentences are removed/masked from an input document and are generated together as one output sequence from the remaining sentences, similar to an extractive summary. ...
, and Samy Bengio for reviewing the manuscript. ...
arXiv:1912.08777v3
fatcat:sniaydtda5a35pgyugitvcjtpy
Science, Education and Innovations in the Context of Modern Problems
[article]
2022
Zenodo
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PCOMM. 8080006), the research participants (for energetic engagement), as well as the publishers for all your helpful comments. ...
Diagnosis of Alzheimer's Disease Using Deep Learning Neural Network. ...
Internet actions for example attention grabbing photos, alcoholic beverages or even medication utilization, very bad commentary associated with others or perhaps bias reports upon religious beliefs, way ...
doi:10.5281/zenodo.6632064
fatcat:s3czqeivdvb4jg6nxu72dd26je
Recovery of stereopsis in human adults with strabismus through perceptual learning
2010
Journal of Vision
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Synthetically-generated stimuli allowed for manipulation of animacy via orientation changes whilst controlling motion properties: confirmed via a rating-based behavioural task. ...
Subsequent functional connectivity analysis and dynamic causal modelling indicate bidirectional communication between Crus I and the right superior temporal sulcus (STS), a cornerstone of the neural networks ...
However, visual object recognition requires the brain to combine a multitude of observations, necessitating recurrent computations to generate coherent percepts. ...
doi:10.1167/10.7.1124
fatcat:w3a4vu2hybhcvjwfqrryzzilbi
Proceedings of the 5th International Conference on Live Interfaces
2020
Zenodo
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The presentation of the paper at ICLI was supported by the Production Network for Electronic Art (pnek), Norway. ...
The authors would also like to thank CIPEM/INET-md, ESMAD/IPP, University of Aveiro and Companhia de Música Teatral
-The end Narrative: Memories start to pursue him and the performer tries to runaway ...
Using generative mechanisms such as neural networks allow for ways of managing this complexity. ...
doi:10.5281/zenodo.3928018
fatcat:z2yfhor2pngmxawzlzgl22y2fq
Advances in statistical script learning
[article]
2017
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Second, we give a method of applying Recurrent Neural Network sequence models to the task of predicting held-out predicate-argument structures from documents. ...
For example, given the sentence "Mrs. ...
Neural Sequence Modeling
Recurrent Neural Networks Neural Networks (NNs) are a general class of (statistical or non-statistical) models which date back to the 1940s and 1950s (McCulloch and Pitts, 1943 ...
doi:10.15781/t27w67p0b
fatcat:eykrdybuafgeva6mm54pmxdex4
Text-image synergy for multimodal retrieval and annotation
[article]
2021
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, recently also using attention-based neural networks [176] . ...
More modern frameworks use a combination of Convolutional Neural Network (CNN) to encode image features and Recurrent Neural Network (RNN) to generate natural language captions [43, 162, 48, 102, 71] ...
Abbreviations BERT Bidirectional Encoder Representations from Transformers. 19 BLEU Bilingual Evaluation Understudy. 21 ...
doi:10.22028/d291-34509
fatcat:yt6hqzkwwrgklanctuc4ijbhwm
MMEDIA 2012 The Fourth International Conferences on Advances in Multimedia MMEDIA 2012 PROGRAM COMMITTEE MMEDIA Advisory Committee MMEDIA 2012 Technical Program Committee
unpublished
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technological achievements in terms of speed and the quality expanded and created a variety of multimedia services such as voice, email, short messages, Internet access, m-commerce, mobile video conferencing, streaming ...
We are grateful to the members of the MMEDIA 2012 organizing committee for their help in handling the logistics and for their work to make this professional meeting a success. ...
Authors are grateful to her for her support in sharing data. ...
fatcat:krhwyvwrhzdynmouyuzjiq65ki
Book of Abstracts of the Digital Humanities in the Nordic Countries 5th conference. Riga, 20–23 October 2020
[article]
2020
Zenodo
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Acknowledgements We thank the Fritz Thyssen Foundation for their funding for the research project Distant Viewing. ...
We thank the Staatsbibliothek Berlin for providing access to the Wegehaupt collection. ...
Neural Network Design There are also several attested architectures that work well for text recogni-tion, and the current state-of-the-art seems to be convolutional recurrent neural network (CRNN) (see ...
doi:10.5281/zenodo.4107117
fatcat:6ongky6p5rab7gvtawnjmp2ofm
Proceedings of the First International Workshop on Activity Theory Based Practical Methods for IT-Design, Copenhagen, Denmark, September 2-3, 2004
2004
DAIMI Report Series
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The purpose of the workshop was to discus and refine methods for IT design based on activity theory. Thereby, stimulate the evolution of design methods beyond pure analyses, and general perspectives. ...
The call for papers required participants to submit a practical AT based method or technique for IT-design. ...
Bob Seago, the University of Brighton photographer, took the photos that illustrate the patterns. ...
doi:10.7146/dpb.v33i574.7199
fatcat:535ogu7h7reztno5ksv3l2kowe
Multi-view representation learning for natural language processing applications
[article]
2020
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The nature of multi-view datasets calls for special treatment in terms of representation. ...
The pervasion of machine learning in a vast number of applications has given rise to an increasing demand for the effective processing of complex, diverse and variable datasets. ...
Multi-attention recurrent network for human communication comprehension. ...
doi:10.7488/era/267
fatcat:f7tjkwf6prc3zb74oh653zav5a
and On-line Learning eLmL 2017 COMMITTEE eLmL Steering Committee
2017
The Ninth International Conference on Mobile, Hybrid, The ninth edition of the International Conference on Mobile, Hybrid, and On-line Learning
unpublished
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technology alternatives that are poised to become mainstream strategies in the near future and will influence the e-learning environment. eLearning refers to on-line learning delivered over the World Wide Web via ...
We are grateful to the members of the eLmL 2017 organizing committee for their help in handling the logistics and for their work to make this professional meeting a success. ...
Bidirectional LSTM-based model An LSTM is a recurrent neural networks (RNNs) that is carefully constructed so that it can capture long-distance dependencies in sequential data. ...
fatcat:qex5su5c3fd2vlncczyh4mtav4
Abstracts of the 18th European Conference on Eye Movements 2015
[article]
2015
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A gaze-contingent paradigm as a basis for interactive training of the phonetic contrasts discrimination: a pilot study ...
We present the generalized recurrence analysis, as well as a set of measures for characterizing the recurrence matrices. ...
five paragraphs. ...
doi:10.16910/jemr.8.4.1
fatcat:ozupjlchvnd45efjt3s6kmvscu
Evaluating visually grounded language capabilities using microworlds
2020
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study for deep learning models, and an exploration of a new approach to assess generative tasks like i [...] ...
To illustrate the new evaluation approach, this thesis introduces ShapeWorld, a diagnostic data generation framework. ...
Another stream of work modifies the baseline architecture more profoundly, by letting the question guide the dynamic assembly of the network from a variety of (reused) compositional modules, referred to ...
doi:10.17863/cam.49177
fatcat:t34z4757wbgi5i6u2vaybawhyi
Profiling, Modelling and Facilitating Online Activism
2017
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users and filtering social media streams. ...
To this end, we introduced a generic methodology for categorizing online campaigns based on their goals and user engagement, as well as extracted campaigns' actions from their social media traces. ...
I would also like to thank my highlyesteemed committee members: Carlos Castillo, Philippe Cudré-Mauroux, Robert West, Pierre Dillenbourg for the time and effort in reviewing on my thesis, as well as their ...
doi:10.5075/epfl-thesis-7925
fatcat:fxugng2lufeblilhmcmfdut574
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