Risultati della ricerca - encoding ((algorithmssicsics OR (algorithm OR algorithm)) OR (algorithm OR algorithm))

Quantum optical classifier with superexponential speedup di Roncallo, Simone, Morgillo, Angela Rosy, Macchiavello, Chiara, Maccone, Lorenzo, Lloyd, Seth

Sommario: “...Classification is a central task in deep learning algorithms. Usually, images are first captured...”
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Surprisingly Strong Performance Prediction with Neural Graph Features di Kadlecová, Gabriela, Lukasik, Jovita, Pilát, Martin, Vidnerová, Petra, Safari, Mahmoud, Neruda, Roman, Hutter, Frank

Sommario: “..., allowing to speed up NAS algorithms by avoiding resource-consuming network training. Although many...”
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OpenStreetView-5M: The Many Roads to Global Visual Geolocation di Astruc, Guillaume, Dufour, Nicolas, Siglidis, Ioannis, Aronssohn, Constantin, Bouia, Nacim, Fu, Stephanie, Loiseau, Romain, Nguyen, Van Nguyen, Raude, Charles, Vincent, Elliot, XU, Lintao, Zhou, Hongyu, Landrieu, Loic

Sommario: “... it particularly relevant for evaluating computer vision algorithms. Yet, the absence of standard, large-scale...”
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Scalable embedding of parity constraints in quantum annealing hardware di Cattelan, Michele, Bennett, Jemma, Yarkoni, Sheir, Lechner, Wolfgang

Sommario: “.... This techniques makes the geometrical properties of the combinatorial optimization problem, encoded as a...”
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InversionView: A General-Purpose Method for Reading Information from Neural Activations di Huang, Xinting, Panwar, Madhur, Goyal, Navin, Hahn, Michael

Sommario: “... the information encoded in neural activations. In this paper, we argue that this information is embodied...”
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Bayesian optimization scheme for the design of a nanofibrous high power target di Asztalos, W., Torun, Y., Bidhar, S., Pellemoine, F., Rath, P.

Sommario: “... optimization to its solution. We first describe how to encode the nanofiber target design problem...”
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Soft Partitioning of Latent Space for Semantic Channel Equalization di Hüttebräucker, Tomás, Sana, Mohamed, Strinati, Emilio Calvanese

Sommario: “... semantic communications. This approach aims to align the latent spaces of an encoder and a decoder which...”
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Identifying latent state transition in non-linear dynamical systems di Hızlı, Çağlar, Yıldız, Çağatay, Bethge, Matthias, John, ST, Marttinen, Pekka

Sommario: “... transition function that maps the past states to the present. We introduce a practical algorithm based...”
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Combinatorial Curve Neighborhood of the Affine Flag Manifold of Type $A_{n-1}^1$ di Aslan, Songul

Sommario: “... $W_{\text{aff}}$ be the associated affine Weyl group. The moment graph for $\mathscr{X}$ encodes...”
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Employing Sentence Space Embedding for Classification of Data Stream from Fake News Domain di Zyblewski, Paweł, Klikowski, Jakub, Borek-Marciniec, Weronika, Ksieniewicz, Paweł

Sommario: “... method, which allows for encoding text into the form of a discrete digital signal. This allows the use...”
Testo

Sparse Spiking Neural-like Membrane Systems on Graphics Processing Units di Hernández-Tello, Javier, Martínez-del-Amor, Miguel Ángel, Orellana-Martín, David, Cabarle, Francis George C.

Sommario: “..., where the graph inherent to the neural model is encoded in an adjacency matrix. The simulation algorithm...”
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Oracle Bone Script Similiar Character Screening Approach Based on Simsiam Contrastive Learning and Supervised Learning di Weng, Xinying, Li, Yifan, Hao, Shuaidong, Hou, Jialiang

Sommario: “... manual intervention. The same feature encoding method is not used for images of different modalities...”
Testo

The curse of random quantum data di Zhang, Kaining, Liu, Junyu, Liu, Liu, Jiang, Liang, Hsieh, Min-Hsiu, Tao, Dacheng

Sommario: “...Quantum machine learning, which involves running machine learning algorithms on quantum devices...”
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Quantum state preparation via piecewise QSVT di O'Brien, Oliver, Sünderhauf, Christoph

Sommario: “...Efficient state preparation is essential for implementing efficient quantum algorithms. Whilst...”
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Boosting Hybrid Autoregressive Transducer-based ASR with Internal Acoustic Model Training and Dual Blank Thresholding di Moriya, Takafumi, Ashihara, Takanori, Mimura, Masato, Sato, Hiroshi, Matsuura, Kohei, Masumura, Ryo, Asami, Taichi

Sommario: “... model (IAM) training strategy to enhance HAT-based speech recognition. IAM consists of encoder and joint...”
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Chaitin Phase Transition di Purcell, James, Li, Zhi, Cubitt, Toby

Sommario: “...'s constant $Ω$, a well-defined real number that encodes the Halting problem, and hence is uncomputable...”
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Dynamics-Encoded Deep Learning for Robust System Identification and Parameter Estimation di Ho, Caitlin, Arnold, Andrea

Sommario: “... and interpretable algorithms. In this work, we combine deep learning techniques and classic numerical methods...”
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BYOCL: Build Your Own Consistent Latent with Hierarchical Representative Latent Clustering di Dai, Jiayue, Wang, Yunya, Fang, Yihan, Chen, Yuetong, Xiong, Butian

Sommario: “... reduction compared to previous methods. Our approach leverages the SAM image encoder for feature extraction...”
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Extensions on Low-complexity DCT Approximations for Larger Blocklengths Based on Minimal Angle Similarity di Radünz, A. P., Portella, L., Oliveira, R. S., Bayer, F. M., Cintra, R. J.

Sommario: “... transforms outperformed the approximations for the DCT already known in the literature. Fast algorithms were...”
Testo

Computing Betti tables and minimal presentations of zero-dimensional persistent homology di Luo, Yuan, Morozov, Dmitriy, Scoccola, Luis

Sommario: “...The Betti tables of a multigraded module encode the grades at which there is an algebraic change...”
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