Results 11 to 20 of about 13,018,603 (325)

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting [PDF]

AAAI Conference on Artificial Intelligence, 2020
Many real-world applications require the prediction of long sequence time-series, such as electricity consumption planning. Long sequence time-series forecasting (LSTF) demands a high prediction capacity of the model, which is the ability to capture ...
Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong, Wan Zhang   +6 more
semanticscholar   +1 more source

BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension [PDF]

Annual Meeting of the Association for Computational Linguistics, 2019
We present BART, a denoising autoencoder for pretraining sequence-to-sequence models. BART is trained by (1) corrupting text with an arbitrary noising function, and (2) learning a model to reconstruct the original text.
M. Lewis, Yinhan Liu, Naman Goyal, Marjan Ghazvininejad, Abdel-rahman Mohamed, Omer Levy, Veselin Stoyanov, Luke Zettlemoyer   +7 more
semanticscholar   +1 more source

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers [PDF]

Computer Vision and Pattern Recognition, 2020
Most recent semantic segmentation methods adopt a fully-convolutional network (FCN) with an encoder-decoder architecture. The encoder progressively reduces the spatial resolution and learns more abstract/semantic visual concepts with larger receptive ...
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, T. Xiang, Philip H. S. Torr, Li Zhang   +10 more
semanticscholar   +1 more source

Peeling Sequences

Mathematics, 2022
Given an n-element point set in the plane, in how many ways can it be peeled off until no point remains? Only one extreme point can be removed at a time. The answer obviously depends on the point set. If the points are in convex position, there are exactly n! ways, which is the maximum number of ways for n points. But what is the minimum number?
Adrian Dumitrescu, Géza Tóth
openaire   +6 more sources

Sequence Analysis

Encyclopedia of Bioinformatics and Computational Biology, 2020
This chapter explores sequence analysis (SA), which conceives the social world as happening in processes, in series of events experienced by social entities. SA refers to a set of tools used to summarize, represent, and compare sequences — i.e.
Andrey D. Prjibelski, A. Korobeynikov, Alla L. Lapidus   +2 more
semanticscholar   +1 more source

The Sufficient Condition for Ensuring the Reliability of Perception of the Steganographic Message in the Walsh-Hadamard Transform Domain [PDF]

Problems of the Regional Energetics, 2022
In view of the high compatibility of the Walsh-Hadamard transform to the architecture of mod-ern computing facilities, it is sensible to use it in methods of steganography and steganalysis.
Kobozeva A.A., Sokolov A.V.
doaj   +1 more source

Brain-imaging evidence for compression of binary sound sequences in human memory

eLife, 2023
According to the language-of-thought hypothesis, regular sequences are compressed in human memory using recursive loops akin to a mental program that predicts future items. We tested this theory by probing memory for 16-item sequences made of two sounds.
Fosca Al Roumi, Samuel Planton, Liping Wang, Stanislas Dehaene   +3 more
doaj   +1 more source

featureCounts: an efficient general purpose program for assigning sequence reads to genomic features [PDF]

Bioinform., 2013
MOTIVATION Next-generation sequencing technologies generate millions of short sequence reads, which are usually aligned to a reference genome. In many applications, the key information required for downstream analysis is the number of reads mapping to ...
Yang Liao, G. Smyth, Wei Shi
semanticscholar   +1 more source

The complete sequence of a human genome

bioRxiv, 2021
In 2001, Celera Genomics and the International Human Genome Sequencing Consortium published their initial drafts of the human genome, which revolutionized the field of genomics.
S. Nurk, S. Koren, A. Rhie, M. Rautiainen, Andrey V. Bzikadze, Alla Mikheenko, Mitchell R. Vollger, Nicolas Altemose, L. Uralsky, Ariel Gershman, S. Aganezov, Savannah J. Hoyt, M. Diekhans, Glennis A. Logsdon, Michael Alonge, S. Antonarakis, M. Borchers, G. Bouffard, Shelise Y. Brooks, G. V. Caldas, Haoyu Cheng, Chen-Shan Chin, W. Chow, L. G. de Lima, Philip C. Dishuck, R. Durbin, T. Dvorkina, Ian T. Fiddes, G. Formenti, R. Fulton, Arkarachai Fungtammasan, Erik K. Garrison, Patrick G. S. Grady, Tina A. Graves-Lindsay, Ira M. Hall, Nancy F. Hansen, Gabrielle Hartley, Marina Haukness, K. Howe, M. Hunkapiller, Chirag Jain, Miten Jain, E. Jarvis, Peter Kerpedjiev, Melanie Kirsche, M. Kolmogorov, J. Korlach, Milinn Kremitzki, Heng Li, Valerie V B Maduro, T. Marschall, Ann M. McCartney, Jennifer McDaniel, Danny E. Miller, Jim Mullikin, E. Myers, Nathan D. Olson, B. Paten, P. Peluso, P. Pevzner, David Porubsky, T. Potapova, E. Rogaev, J. Rosenfeld, S. Salzberg, Valerie A. Schneider, F. Sedlazeck, Kishwar Shafin, Colin J. Shew, Alaina Shumate, Y. Sims, A. Smit, Daniela C. Soto, Ivan Sovic, Jessica M. Storer, Aaron M. Streets, B. Sullivan, F. Thibaud-Nissen, J. Torrance, Justin Wagner, B. Walenz, A. Wenger, J. Wood, Chunlin Xiao, Stephanie M. Yan, Alice C. Young, Samantha Zarate, U. Surti, R. McCoy, M. Dennis, I. Alexandrov, J. Gerton, R. O’Neill, W. Timp, J. Zook, M. Schatz, E. Eichler, K. Miga, A. Phillippy   +98 more
semanticscholar   +1 more source

Sequencing technologies and genome sequencing [PDF]

Journal of Applied Genetics, 2011
The high-throughput - next generation sequencing (HT-NGS) technologies are currently the hottest topic in the field of human and animals genomics researches, which can produce over 100 times more data compared to the most sophisticated capillary sequencers based on the Sanger method.
Pareek, Chandra Shekhar, Smoczyński, Rafał, Tretyn, Andrzej   +2 more
openaire   +3 more sources